Saturday, July 12, 2025
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Apple Releases Guidance on Restoring iPhone 16 Battery Health

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Apple has published detailed guidelines outlining which tools are required for replacing batteries and a comprehensive list of parts needed to facilitate broader device repairs.

Discovered on Apple’s support website, this resource provides a concise overview of essential prerequisites to consider before commencing the process.

  • 9-volt battery
  • 9-volt battery clips (923-10726)
  • Battery press (923-02657)
  • Effective cleaning agents for touchless devices: Ethanol-based wipes versus Isopropyl alcohol (IPA) wipes.
  • Use of a nylon probe (black stick, 922-5065), or alternatively, a suction cup, may facilitate effective sample collection and analysis.
  • Security glasses with aspect shields
  • Sand
  • Sand container

As expected, Apple has liberally scattered cautionary notes throughout your data regarding the hazards associated with battery restoration. The utility also recommends that users select the option to replace genuine Apple parts with refurbished or pre-owned alternatives during the recovery process.

The Secondary Preparation Kit equips you with all the necessary tools to confidently tackle iPhone 16 repair tasks from start to finish. This listing contains:

  • Again protecting cowl
  • Adhesive de-bond fixture (661-42688)
  • Adjustable Torque Driver (10-34 Ncm), Part Number: 923-02995
  • Minimize-resistant gloves
  • ESD mat
  • Static-Sensitive Device (ESD) Wrist Strap with either a Clip or Plug Design?

    When working with delicate electronics, ensuring proper ESD protection is crucial to prevent damage from static electricity. That’s where our ESD wrist straps come in, providing a reliable means of grounding personnel and shielding sensitive devices from electrical discharges.

    Available in two configurations: a clip design for easy attachment to metal surfaces or a plug design for straightforward connection to grounded outlets.

  • Warmth-resistant gloves
  • Is a high-quality fastener designed to securely join two components together in demanding applications.
  • Lengthy JCIS bit (923-10727)
  • Nitrile or lint-free gloves
  • Tremendous screw bit (923-02066)
  • Torque Driver (Untrained, 0.45 kgf/cm²)
  • Torque Driver (Teal, 0.75 kgf·cm); Part Number: 923-08085

Apple has updated its documentation with repair manuals for the iPhone 16 and iPhone 16 Pro models.

Totallee introduces sleek, ultra-skinny cases for the latest iPhone models: iPhone 16, iPhone 16 Plus, iPhone 16 Pro, and iPhone 16 Pro Max.

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Are now delivering their signature-style cases for all the brand-new iPhones. Since 2013, Totallee has been a leading manufacturer of ultra-slim iPhone cases that consistently deliver top-notch protection without adding bulk to your device’s profile. All of their cases are slim, compact, and unmarked by logos or branding. 

For individuals who’ve just unwrapped their brand-new iPhone and are now on the hunt for the perfect case, this is definitely worth a try.

What lies beyond the boundaries of our understanding? Dimension: a realm where theories converge and mysteries unfold.

At just 0.02 inches in length and a mere 0.01 ounces in weight, these components offer unparalleled suitability for applications requiring precise retention of specific system characteristics. Totallee strikes the perfect balance as the middle-ground solution, avoiding the pitfalls of going completely without cases or opting for an unwieldy alternative. Available in a variety of vibrant colours.

You’ll discover a logo-free and distraction-free design aesthetic in every single one of totallee’s products. Crafted to exude a sleek, minimalist aesthetic, these cases are deliberately understated, allowing the iPhone’s stunning features to take center stage. If minimalism and understatement are what you’re seeking, then this is the occasion to seize.

These protective instances will safeguard your iPhone, ensuring it remains safe from frequent exposure to scratches, bumps, and daily wear. The raised edge on this smartphone’s camera module ensures added protection when the device is placed face-down, preventing scratching or damage to the lens. 

What is the purpose of this dimension? Is it a physical space, a concept, or something else? The simplicity of this representation leaves too many questions unanswered. Can we clarify its nature and significance?

Regardless of whether you opted for the distinctive desert titanium hue or one of the traditional colors, Totallee’s crystal-clear cases enable you to appreciate the stunning design and color of your iPhone while protecting it. As a consequence of their transparent and unmarked nature, the instances seamlessly blend into the background, allowing your iPhone 16 to appear fresh and untouched even when encased with a protective cover. 

The clear case is coated with an anti-yellowing substance to preserve its clarity throughout its lifespan.

Dimensions: Four separate planes intersecting at a central axis, creating an intricate geometric structure.

They offer a range of options, including those with built-in MagSafe technology, designed to ensure seamless compatibility with all your devices. While all instances function seamlessly with MagSafe charging, thanks to their slim design, we highly recommend MagSafe cases for buyers seeking optimal magnetic energy transmission with their MagSafe devices.

Each case comes with a comprehensive 2-year warranty ensuring your satisfaction and peace of mind. In the unlikely event that an issue arises with your case or you sustain damage, we will promptly dispatch a replacement at our expense, without requiring any further inquiry. 

Totallee donates a percentage of its total gross sales, specifically 1%, to charitable organizations focused on addressing the root causes of homelessness. 

Available in both options, a standard version can be purchased for $35, while the MagSafe model is priced at $39. Free shipping on orders over $50; add a display protector for extra-free delivery.  

Store your measurement now:

 

The colours that are likely to prompt an output from a computer system are red, green, blue, and yellow, as these are the primary colours that computers use in their digital displays. Is the product in stock online?

Can regulators ever really tame the tech giants? The European Union has long been at odds with America’s biggest companies, and a decade of antitrust actions has yielded some significant victories. Here are the top 10 most notable cases: 1. Google’s search dominance (2013) ? The EU slapped Google with a $5 billion fine for unfairly favoring its own services in search results. 2. Microsoft’s browser bias (2007) ? Brussels forced Redmond to offer Windows users a choice of browsers, effectively ending Internet Explorer’s monopoly. 3. Qualcomm’s licensing fees (2018) ? The chipmaker agreed to change its business practices after the EU accused it of charging unfair royalties for its patents. 4. Intel’s anticompetitive marketing tactics (2009) ? The processor giant had to drop its aggressive marketing strategies, which stifled competition in the CPU market. 5. Google Shopping (2017) ? The search engine was forced to change how it displayed shopping results, preventing small e-commerce sites from being squeezed out by bigger competitors. 6. Apple’s iPhone contracts (2013) ? The EU ruled that Apple’s agreements with mobile carriers were anticompetitive and stifled innovation in the smartphone market. 7. Google Play Store policies (2020) ? Brussels forced Google to make changes to its app store rules, ensuring developers had more freedom to distribute their apps. 8. Amazon’s e-book pricing (2013) ? The EU fined Bezos’ company for allegedly colluding with five major publishers to set prices on e-books. 9. Facebook’s WhatsApp acquisition (2017) ? The social media giant was forced to abandon its plans to share user data between the messaging app and its main platform. 10. Google’s AdSense abuse (2008) ? Brussels fined Google $500 million for allowing some websites to use its advertising service in ways that breached EU consumer protection rules. Now, can the EU really tame these tech giants? That remains to be seen.

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The U.S. Innovates and the EU regulates, or so sure transatlantic players like to harp. While controversy surrounds this topic, two key points emerge: The EU’s Single Market operates under a distinct regulatory framework, and the US has its own system. Tech giants have repeatedly clashed with the European Union’s competition regulators over several years. Make of that what you’ll.

Earlier this month, as she celebrated her time at the helm, European Union’s outgoing Competition Commissioner Margrethe Vestager humorously dubbed some of the world’s largest tech companies among her greatest challenges. Ouch.

We have compiled an inventory of 10 key EU antitrust actions focusing on tech, providing a snapshot of the most high-profile – if not always consequential – competition battles between Brussels and major business players in the digital arena over the past few decades of technological advancement. The list is organized primarily according to the scope and magnitude of the issue or responsibility involved.

While the EU’s antitrust technology enforcement has yielded varying results, a notable consequence is the inspiration drawn from these key cases, which will inform a landmark market contestability reform aimed at increasing pressure on major tech players in the near future? The era of reckoning has finally arrived for Huge Tech.

Eire’s tax breaks for Apple

Few people bother to pay their taxes, let alone worry about owing back payments? By September 2018, Apple’s European tax liability stood at just €13 billion (£11.5 billion), following a significant judgment by the EU against Ireland for allowing Apple to claim illegal tax breaks from 1991 to 2014.

Under the European Union’s competition guidelines, the State Support case underwent a lengthy appeal process through multiple EU court levels. In a landmark decision, the European Court of Justice upheld its initial ruling from August 2016, confirming that the state’s support had been unlawful.

As the Supreme Court’s definitive judgment has been issued, Apple’s avenues for further appeal have dwindled, leaving a massive sum of unpaid taxes poised to finally flow into Ireland’s treasury, with billions awaiting transfer from an EU escrow account after years of uncertainty.

Google’s Android restrictions on OEMs

Google’s aggressive move to micromanage the software programs bundled by cellphone manufacturers with their devices, effectively forcing its own apps onto users regardless of their hardware choice, led to a costly dispute with the EU in recent times. A remarkable $5 billion valuation of antitrust harmony, in reality? Imposing the largest-ever fine on an individual in their class for exploiting their position of dominance was a historic punishment for egregious abuse.

The European Union’s proposed fine for Google was unexpectedly reduced to €4.125 billion in September 2022. Despite some reservations, the judges overwhelmingly supported the innovative fee resolution, successfully fending off Google’s attempt to have it overturned.

In June 2017, Google faced a record-breaking penalty for abusing its dominance by manipulating its product comparison service, previously known as Google Shopping (formerly Google Product Search) and humorously dubbed Froogle in an earlier era.

The EU’s competition authority found that Google had not only unfairly privileged its own comparison shopping service in organic search results – a market it has almost completely dominated in Europe – but also actively suppressed rival comparison websites. The multi-billion-euro deal ensued, valued at approximately $2.73 billion upon its introduction, and was subsequently validated through a resolution issued by the European Union’s highest court.

The Commission’s concerns about Apple’s dominance in the digital music market are well-founded. The tech giant’s decision to restrict rival music streaming services’ ability to display their own promotions and features within the iPhone’s built-in Music app is a clear case of anti-competitive behavior, stifling innovation and choice for consumers.

The European Union has launched an antitrust investigation into Apple’s business practices, focusing on allegations of customer exploitation rather than exclusionary conduct, as part of a long-standing probe into the company’s activities in the music streaming sector on iOS devices?

The Bloc’s competitors’ division made adjustments on a couple of occasions following investigations into iOS developers’ complaints against the App Store operator. In March 2024, the fine totalled approximately $2 billion after Apple was found to have prohibited builders from advertising lower prices for iPhones outside its own retail outlets. The vast majority of the €1.8 billion in monetary sanctions was applied on top of the EU’s standard damages calculation, with the bloc hoping this punitive measure would serve as a deterrent. Without it, the fine would have been a mere €40 million – a paltry sum equivalent to a “parking ticket” stage penalty for Huge Tech.

Google’s AdSense restrictions

The European Union slapped Google with yet another massive antitrust fine exceeding $1 billion in March 2019, censuring the tech giant for its alleged abuse of dominance in the search advertising marketplace. The company came to realize that it had inserted restrictive clauses into contracts with prospective clients between 2006 and 2016, aimed at excluding competing advertising brokers from the market. A fine totalling approximately $1.7 billion was subsequently levied.

Notwithstanding the European Commission’s near-unanimous acceptance of the Fee’s findings, the General Court in September 2024 ultimately annulled the decision due to procedural errors in the Fee’s assessment of the duration of Google’s contractual agreements. Whether the EU will attract remains to be seen.

The Federal Trade Commission’s antitrust inquiry into Google’s advertising technology stack will also scrutinize its broader business practices, potentially making the AdSense case seem trivial by comparison. If allegations of wrongdoing prove true, Margrethe Vestager suggests that a drastic solution would be necessary: mandating a structural separation within Google, potentially dismantling the company’s integrated business model.

In a shocking turn of events, several major players in the PC monitor and TV industry have been accused of colluding to fix prices, sparking widespread outrage and concerns over consumer welfare.

A probe by antitrust authorities found that top brands including LG, Samsung, and Sharp had engaged in secret meetings and email exchanges to coordinate pricing strategies, ultimately resulting in higher costs for consumers. The investigation uncovered a complex web of agreements and understandings among the companies, which allowed them to maintain artificially inflated prices despite market fluctuations.

Industry insiders claim that this cartel-like behavior enabled the companies to maintain their market share while avoiding price wars, leaving customers with no choice but to pay premium prices for subpar products.

The European Union imposed total fines amounting to… A slew of major electronics companies was ensnared in a probe into price-fixing allegations related to the supply of cathode ray tubes (CRTs) from 1996 to 2006. In the era preceding flat-panel displays on televisions and computer monitors, the components were already employed. The Federal Trade Commission investigated allegations that manufacturers conspired to artificially inflate prices. Seven major electronics companies, including LG, Panasonic, Philips, Samsung, and Toshiba, have been slapped with fines for their involvement in at least one or two CRT cartel scandals.

Chipmaker Intel’s exclusionary practices

As the EU delved further into the matter, they uncovered information in May 2009 revealing that the U.S. had been secretly monitoring their citizens’ internet and phone activities without their knowledge or consent? Historically, Intel held a dominant position in the market, leveraging its stronghold to marginalize its primary competitor, AMD? Intel was found to have engaged in anti-competitive practices by paying PC manufacturers and retailers to delay, cancel, or refrain from using or marketing AMD’s products, thereby breaching EU competition rules.

The chipmaker partially succeeded in its appeals against the EU’s enforcement decisions through a series of authorised legal challenges over the following decade. In 2017, the European Court of Justice referred the case back to the lower court, ordering it to reconsider its decision after identifying procedural flaws. The Basic Court subsequently annulled certain aspects of the Commission’s ruling, while acknowledging that some of Intel’s business practices were indeed unlawful.

The General Court quashed the initial fine in its entirety due to concerns over the penalty calculation method, but the European Union subsequently re-imposed a fine of €376.36 million on Intel, citing the “barriers” the court had previously validated. The appeals continue unabated, leaving uncertain where this enforcement saga will ultimately conclude.

Apple relies on Qualcomm for its cellular chips?

In January 2018, Alphabet’s Google faced the prospect of a massive €2.42 billion fine from the European Union for allegedly violating antitrust laws. The sanctions were imposed for abuse of dominance between 2011 and 2016. The European Union’s antitrust investigation focused on Qualcomm’s ties with Apple, concluding that the company had stifled competition from rival chipmakers by offering Apple exclusive deals to use its LTE baseband chipsets in iPhones and iPads.  

Nonetheless, Qualcomm appealed the decision, and in June 2022, the EU General Courtroom rejected the Commission’s evaluation and found some procedural flaws with its case, sending it back for reconsideration. Although the EU’s proposed fine may not have garnered significant attention, its magnitude remains noteworthy, making this sizable antitrust penalty a newsworthy story in its own right.

The EU’s competition authority, the Block, has experienced greater success in an ongoing antitrust proceeding against Qualcomm: In September 2024, the Basic Court ordered Qualcomm to pay approximately $270 million for engaging in predatory pricing practices.

Microsoft’s anti-competitive licensing practices

To recalculate the timeline, we must rewind the clock all the way back to March 2004 when the EU handed down a stern rebuke to Microsoft for exploiting its dominance in the Windows operating system market. The then-record $794 million penalty has grown in value over time, equivalent to approximately €762 million (~$1.3 billion) when accounting for Eurozone inflation rates.

The controversy surrounding Microsoft’s licensing and royalties practices has its roots dating back as far as 1993. The European Union’s antitrust regulators imposed a €497 million fine on Microsoft in 2004 for failing to provide interoperability information and unreasonably restricting the development of competing media players. The European Commission imposed a substantial fine, including a nice gift, following a lengthy investigation into Microsoft’s failure to comply with interoperability requirements and ordered various treatments, subsequently levying a massive penalty of €899 million. In 2012, the European Union’s Basic Court upheld a penalty for noncompliance with a fine reduced to €860 million.

Luxembourg’s authorities have taken steps to address concerns about the e-commerce giant Amazon’s taxation practices.

The European Union contended that Luxembourg, where online retail giant Amazon is headquartered, had accorded the company “unfair tax benefits” spanning from May 2006 to June 2014. According to the Commission, Amazon’s corporate structure within the country enabled it to pay roughly one-quarter of what other firms paid in taxes, a tax advantage estimated to be worth approximately €250 million. The EU does not impose difficulty fines in cases of state aid, but instead demands that unlawful uncollected taxes are recovered.

Although the European Commission had concerns about Luxembourg’s methodology for calculating Amazon’s taxable income within the country, unlike in the Ireland-Apple State Aid case, its arguments ultimately did not succeed in court: In a final ruling, the EU’s top court overturned the Commission’s decision, finding that the EU had failed to demonstrate that the Luxembourg tax ruling was unlawful. The upshot? Amazon was off the hook.

Understanding cyber-incident disclosure

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Enterprise Safety

Prompt disclosure of a cyber-incident is crucial for safeguarding your online enterprise against further financial and reputational harm, allowing cyber-insurers to provide timely support.

Understanding cyber-incident disclosure

In the event of a potential cybersecurity breach involving sensitive information, such as personally identifiable data, or if your organization is classified as critical infrastructure, we strongly recommend initiating an “Authorized Search” recommendation as your top priority.

Cybersecurity teams worldwide are at the forefront of combating cyber threats and safeguarding corporate assets. Simultaneously, they are also at the forefront of navigating regulatory hurdles and minimizing the risk of penalties. Within the UK, any safety breach necessitates prompt notification to the Information Commissioner’s Office (ICO), where incidents can be reported with various options available.

  • UK organisations must report a personal data breach to the Information Commissioner’s Office (ICO) when there is a risk of harm to individuals whose private information has been compromised.
  • Trusted service supplier breach (eIDAS),
  • Communications companies safety breach (PECR)
  • Notification of Significant Incident to Digital Service Suppliers

If you’re a financial institution, you may also need to report the incident to the Financial Conduct Authority (FCA)? Companies operating critical infrastructure, such as those in transportation, have distinct reporting requirements; specifically, operators of key transport companies must notify the Division of Transport following incidents. In the event that a data breach occurs, you will need to notify your cyber insurer, as well as the board, customers, financial institutions, business partners, and possibly your family, to prepare them for a potentially lengthy process.

Throughout the initial 24 hours following an incident’s identification, all mandatory disclosures must be communicated to stakeholders, while the event remains under investigation, with business continuity being the top priority until restoration is achieved. The preceding examples pertain to UK regulations, and the requisite disclosures customary in most countries demonstrate an equal level of strictness. In certain countries, mandatory public disclosure may apply, echoing the obligation to report significant cyber incidents to stock exchanges, which subsequently inform investors through published notices.

If you have a cyber threat insurance policy that provides coverage, the benefits included under the policy may encompass legal services and regulatory filings to mitigate the consequences of a breach. This service offers a valuable opportunity for legal experts familiar with mandatory disclosure requirements to accurately identify necessary information and file compliant notifications efficiently. Submitting precise data on time helps avoid regulatory penalties. Without adequate insurance coverage in place, I strongly advise keeping a specialized cyber incident lawyer on speed dial.

Understanding must play a crucial role in cyber-incident planning, effectively integrating into a broader cyber-resilience strategy that prioritizes preparedness and adaptability. Conducting regular cybersecurity exercises, such as a cyber incident tabletop training, is an essential and compulsory measure to ensure the preparedness of an organization’s response capabilities in the face of potential threats or attacks. Effective procedures for managing incidents are clarified, identifying those responsible and outlining strategies for mitigating their impact.

To develop a robust cybersecurity posture, such meticulous preparation is essential and cannot be reduced to a single framework or checklist. These outputs and post-mortems are crucial in. While differing opinions abound among cybersecurity experts, I personally do not envision an incident as merely a hypothetical “if,” but rather a predictable “when.” Without a solid foundation of effective systems, strategic choices, and a skilled workforce, even the best-laid plans remain speculative.

The law enforcement agency should also have a comprehensive reporting system in place to track and investigate hate crimes effectively. While this isn’t mandatory, it may still prove useful in unforeseen ways. Regulatory enforcement agencies likely possess access to information about the cybercrime group, allowing them to bring their expertise to bear in facilitating recovery; they may also be aware of any available decryptors, thereby eliminating the need for ransom payments. When a cybersecurity vendor or entity possesses a decryptor, they often maintain confidentiality to prevent malicious actors from adapting their tactics. Incident reporting enables law enforcement to understand the magnitude and scale of an attack, thereby allowing for the allocation of necessary resources.

The adversary may potentially recognize and prepare for the reporting requirements. By December 31, 2023, a ransomware group that failed to comply with the extortionists’ demands and neglected to submit a mandatory breach notification to the United States Securities and Exchange Commission (SEC). The strategic exploitation of mandatory reporting requirements by malicious actors to extract concessions from organizations: another coercive tactic in their arsenal, amplifying the pressure on already vulnerable entities to meet their demands.

Disclosing any cyber-incident serves the collective best interest of those affected, regardless of potential consequences such as avoiding fines and penalties, or accessing additional support from notified authorities and regulatory bodies? Cyber-insurers play a crucial role in this scenario, offering support that extends beyond mere financial compensation. By facilitating notifications to the right individuals, they help ensure compliance and minimize overall damage.

Can a combination of cyber threat insurance coverage and robust cybersecurity measures significantly boost the chances of survival in the event of a cyber attack? Obtain our free whitepaper: Stop. Defend Insure, .

Real-time Data Processing: Introducing a Novel Cloud Architecture for Compute-Compute Separation

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Rockset recently spearheaded a technical discussion around its innovative cloud architecture, which uniquely decouples storage from compute and compute-to-compute processes to facilitate seamless real-time analytics. Within the cloud, customers can dynamically allocate remote clusters for either ingesting or querying data in real-time, while sharing the same information.

During a discussion, Rockset’s co-founder and CEO Venkat Venkataramani, along with Principal Architect Nathan Bronson, explored how their company tackles the issue of compute competition.

  • Streamlining isolated processing of ingest and compute for consistent performance despite high-traffic writes or reads. This feature enables customers to avert unnecessary costs by scaling their resources in sync with fluctuating demands.
  • Facilitating multiple objectives through collaborative access to up-to-the-minute data. Rockset decouples compute from blazing-fast storage, enabling multiple compute clusters to operate seamlessly on shared data.
  • Scales horizontally across multiple clusters to maximize concurrent processing capabilities.

I delve beneath the surface to provide a high-level overview of the implementation discussed, recommending that readers try the recording for further details on compute-compute separation.

What’s the downside?

A fundamental issue arises in designing an elementary real-time analytics database: the same computational resources are employed for both high-speed data ingestion and fast query processing, inherently compromising overall system performance and scalability. Shared compute architectures offer the advantage of making newly generated data instantly accessible for querying. The primary drawback of shared compute architectures is the unpredictability they introduce due to competition between ingest and query workloads, ultimately hindering real-time analytics performance at scale.

Three frequently employed yet insufficient approaches to addressing the challenge of compute competition are:

Scale-out your database across multiple nodes. Sharding tends to misdiagnose the problem, incorrectly attributing it to a lack of compute resources rather than true workload isolation concerns. While database sharding allows for horizontal scaling and improved performance, it’s crucial to acknowledge that queries can still conflict with one another in this environment. But, queries for one utility can potentially overlap with and even disrupt another utility.

Customers attempt to isolate their data by establishing primary database replicas for ingestion purposes and secondary replicas for querying. The challenge lies in the fact that each replica must repetitively process the same information, perform redundant tasks such as storing and indexing data. As replicas are generated, additional information flows into motion, leading to a scalable adjustment, either incrementally upward or downward. While replicas function effectively on a small scale, they quickly falter under the strain of repeated consumption.

Cloud-based data repositories feature dedicated computing clusters that operate independently on shared storage resources, thereby resolving the long-standing conflicts between processing and storage demands. The lack of transparency in that architecture doesn’t allow new data to be immediately accessible, which can hinder query performance and limit the potential benefits of real-time insights. On this structure, freshly generated data is prioritized for immediate storage and availability, minimizing latency and query delays.

Rockset’s unique approach to data warehousing and analytics is based on a combination of columnar storage, distributed computing, and optimized querying. This allows it to scale efficiently with large datasets and provide fast query performance. By leveraging its proprietary query engine, Rockset can handle complex queries and analytics workloads, making it an attractive solution for organizations looking to extract valuable insights from their data.

Rockset’s innovative approach to real-time analytics now enables compute-compute separation, unlocking new possibilities for data-driven insights. With this technology, you’ll now have the capability to host a digital event, deploy a high-performance computing and memory cluster, designed for streamlined data processing, query execution, and various other applications.

By dissecting the inner workings of Rockset’s innovative architecture, we find that it begins by compartmentalizing compute and storage functions, effectively isolating these critical components to optimize performance. Further, the company then dissociates compute tasks into distinct, self-contained modules, thereby streamlining operations and enhancing overall system efficiency.

Separating compute from scorching storage

First Technology: Sharded shared compute

Rockset leverages its proprietary storage engine under the hood. Meta has developed a key-value retailer utilized by numerous prominent organizations, including Airbnb, LinkedIn, Microsoft, Pinterest, and Yahoo, among others.

Each RocksDB instance embodies a shard of the overall dataset, implying that data is dispersed across multiple RocksDB instances. A complex many-to-many relationship exists between Rockset documentation and RocksDB key-value pairs. Because Rockset’s architecture features a converged index comprising a columnar store, row store, and search index seamlessly integrated beneath its surface. Rockset efficiently stores numerous values within a solitary column, leveraging an identical RocksDB key to facilitate rapid aggregation processing.

RocksDB memory tables (memtables) serve as an in-memory cache, storing the most recent write operations. On this architecture, the query execution pathway directly accesses the memtable, thereby ensuring the availability of the most recently generated data for querying purposes. Rockset also stores a complete duplicate of the data on an SSD for rapid data access.

Second Technology: Compute-storage separation

Within the context of a scalable architecture, Rockset decouples computing and hot storage, allowing for faster scalability and dynamic adjustments to meet emerging digital demands. Rockset leverages RocksDB’s pluggable file system architecture to establish a decentralized storage infrastructure. The storage layer offers a high-performance, shared blazing-fast storage service, featuring a primary component of flash-based storage combined with a dedicated SSD tier for added speed and efficiency.

What’s the role of third technology in managing data from shared storage, ensuring seamless access and collaboration among team members?

The third technology, Rockset, enables seamless access to its shared scorching storage layer across multiple digital scenarios.

The initial digital occurrence is real-time data, while subsequent scenarios undergo periodic updates to ensure knowledge remains current. Snapshots of secondary indexes are retrieved directly from blazingly fast storage without requiring fine-grained updates from memory tables. This architecture enables Rockset to efficiently process both real-time and batch workloads by isolating digital scenarios for various purposes.

The organization’s data ingestion process, currently entangled with question answering computation, requires a clear distinction to ensure seamless integration and scalability.

Fourth Technology: Compute-compute separation

The Rockset architecture’s fourth iteration distinguishes between ingest computation and query computation within its framework.

Rockets have built upon the foundation of their predecessors by incorporating fine-grained replication of RocksDB memtables across multiple digital environments, enabling robust data storage and retrieval capabilities. The chief is responsible for processing ingested data by generating index updates and conducting RocksDB compactions. By offloading most computational tasks from ingestion, this setup significantly reduces the processing burden on followers.

The chief establishes a replication stream, disseminating updates and metadata refinements to affiliated digital entities. With followers no longer responsible for processing the bulk of the ingest data, they require significantly less computational power, utilizing only a fraction of the resources needed to process information from the replication stream – a reduction of 6-10 times. The implementation boasts an information latency of under 100 milliseconds between the primary and secondary digital states.

Key Design Choices

Primer on LSM Timber

To grasp the core design decisions behind compute-compute separation in RocksDB’s Log-Structured Merge Tree (LSM) architecture, one must initially possess a thorough comprehension of the underlying LSM structure itself. Writers are temporarily stored in memory within a write buffer, known as a memtable. Data buffers in megabytes accumulate over time before being written to disk. Files are inherently immutable; whenever information is modified, a new version of the file is created rather than updating the existing one in place. Courses often consolidate information to create a more sustainable data storage ecosystem. This process combines previously gathered data with newly obtained knowledge, streamlining the data by eliminating any redundant or duplicate entries while maintaining its integrity. The primary advantage of compaction lies in its ability to streamline data retrieval by minimising the number of locations where information can be accessed.

A fundamental requirement of LSM-tree writers is their ability to handle large write operations while tolerating high latencies. This offers numerous options for creating robust structures at an affordable cost.

To optimize query performance, level reads are required for queries leveraging Rockset’s inverted indexes. Unlike the vast quantities of latency-insensitive writes handled efficiently by Log-Structured Merge (LSM) trees, level reads initiate tiny, latency-critical requests that require swift execution. Rockset’s innovative storage architecture leverages the benefits of multiple approaches, combining robustness with environmentally friendly, high-speed data retrieval capabilities through concurrent utilization of distinct storage methods.

Massive Writes, Small Reads

RockSet stores multiple copies of data in Amazon S3 for durability and retains a single copy in hot storage on solid-state drives (SSDs) to facilitate rapid data ingestion. Data queries are up to 1,000 times faster on shared hot storage compared to Amazon S3.

Since Rockset is a real-time database, it’s crucial that we minimize latency issues for our prospects, as not being able to access information promptly could have significant implications. RocksDB-based Scorching Storage offers an almost flawless Amazon S3 caching solution. In most cases, our manufacturing infrastructure experiences negligible cache misses throughout the day.

Rockset mitigates potential cache misses by implementing:

  • To ensure that information remains readily available at all times, Rockset employs a synchronous prefetch mechanism during file creation and periodically scans Amazon S3.
  • Capable of Auto-Scaling, Rockset’s architecture ensures that its cluster never reaches capacity. Utilizing a belt-and-suspenders approach to management, when disk space is depleted, our system employs an eviction strategy that prioritizes the removal of data with the longest period of inactivity.
  • Software program restarts are necessary for upgrades; twin-head serving facilitates the rollout of the latest software programs. Rockset ensures a seamless transition by launching its newly revamped course online prior to retiring the preceding iteration of the service.
  • During cluster resizing, if Rockset is unable to retrieve the necessary data, it employs a secondary learning approach based on its prior configuration.
  • When a lone machine fails, our system leverages rendezvous hashing to efficiently redistribute restoration tasks across every node within the cluster.

Consistency and Sturdiness

The rock-solid foundation of Rockset’s leader-follower architecture ensures unwavering stability in the face of duplicate data, guaranteeing seamless performance amidst proliferating information. To address the hurdles of building a robust and dependable distributed database, Rockset leverages a resilient and persistent foundation beneath its surface.

Chief-Follower Structure

Within a well-established leader-follower framework, the continuous flow of information entering the ingestion process remains consistent and reliable. The redo log is successfully designed as a robust and logical mechanism, allowing Rockset to recover and re-generate new information seamlessly in the event of a system failure or crash?

Rockset leverages an external strongly consistent metadata store to perform primary sorting. Each time a leader takes office, they select a unique identifier, colloquially referred to as a “cookie,” which is embedded in the S3 object path for all subsequent actions undertaken during their tenure. The cookie ensures that even if a previous CEO remains active, their S3 write requests won’t interfere with the new CEO’s actions, which will be effectively ignored by stakeholders.

The entry log record from the robust logical redo log is stored in a RocksDB key to ensure exactly once processing of the incoming event stream. Given that a legitimate RocksDB state is up-to-date, it’s safe to initiate a leader node from any such current state.

The replication log serves as a superset of the RocksDB write-ahead logs, enriching WAL entries by incorporating additional events akin to a chief election occasion. Worthwhile modifications extracted directly from the replication log are seamlessly integrated into the memtable of the replica node. As the log indicates the chief has successfully flushed the memtable to disk, the follower can seamlessly initiate reading from the pre-created file on dispersed storage, as the chief has already committed it. When followers receive a notification that a compaction has completed, they can seamlessly utilize the fresh compaction results without expending any further computational resources on compaction processes.

The distributed architecture leverages shared blazing storage to perform real-time physical replication of RocksDB’s SST files, inclusive of physical file modifications ensuing from compaction, whereas the leader/follower replication log only propagates logical updates. With the robust input data flow, this enables a lightweight and flexible leader-follower log.

Bootstrapping a frontrunner

The information flow within the leader-follower framework remains consistent and robust as it funnels into the ingestion process. With its robust logical redo log, Rockset is able to seamlessly revert back and recover newly generated data in the event of a failure, ensuring business continuity.

RockSet leverages a highly consistent external metadata store to execute primary elections efficiently. Whenever a prominent leader takes office, they arbitrarily select a unique identifier, known as a “cookie,” which is incorporated into the Amazon S3 object pathway for all subsequent actions executed by that individual in their capacity as chief. The cookie mechanism guarantees seamless transitions, allowing a newly appointed leader to operate independently of any residual influence from their predecessor, effectively insulating their actions from potential interference or unintended consequences.

The enter log place from the robust logical redo log is persisted in a RocksDB key to guarantee exactly once processing of the enter stream. Due to this, it is safe to initiate a leader from any recent valid RocksDB state.

The replication log is a comprehensive extension of RocksDB’s write-ahead logs, enriching WAL entries by incorporating analogous events akin to leader election. As soon as key worth adjustments from the replication log are inserted directly into the memtable of the follower, As the log indicates the chief has persisted the memtable to disk, the follower can seamlessly initiate reading the file generated by the chief – the chief having already created the file on distributed storage. When a compaction is complete, the follower can immediately utilize the new compaction results without performing any additional compaction work.

The distributed system’s shared blazing storage achieves real-time, byte-level replication of RocksDB’s SST files, including physical file modifications resulting from compaction, while the leader/follower replication log captures only logical changes. With a robust input stream in place, the leader-follower log remains lightweight yet resilient.

Including a follower

Follower nodes employ the chief’s cookie to locate the latest RocksDB snapshot within the shared hot storage, subsequently subscribing to the chief’s replication log for updates. A follower constructs a memtable containing the most recently generated data from the leader’s replication log.

Actual-World Implications

The implementation of compute-compute separation has been successfully executed, thereby resolving the challenge of:

The problem of a data deluge overwhelming your computer and compromising your search capabilities is resolved through segmentation. In the event of an unexpected surge in customer demand for your service. Scale independently to properly dimensionalize your digital event based on your ingestion or query workload.

You can scale up or down a wide range of digital scenarios to isolate utility workloads. Various manufacturing applications can leverage a single dataset, thereby obviating the need for duplicates.

You optimize the digital event according to response time, driven by individual query performance metrics. You’ll then be able to autoscale for concurrency by dynamically provisioning identical digital instances, thereby enabling linear scaling.

We have successfully scratched the surface of Rockset’s compute-compute architecture to facilitate real-time analytics. You can supplement your learning by watching technical discussions or exploring the internal mechanics of a system.

Knowledge Engineering Skilled Certificates: A Hands-On Specialization from DeepLearning.AI and AWS

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Knowledge engineers operate crucially in today’s data-driven landscape, overseeing pivotal tasks spanning knowledge ingestion, processing, transformation, and serving. As their expertise proves particularly valuable during the era of generative AI, where leveraging the value of massive datasets takes center stage.

To equip aspiring and experienced knowledge professionals, we have collaborated with leading organizations to introduce the ‘Skilled Certificates’, a cutting-edge series of credentials available on Coursera. This comprehensive program encompasses a range of knowledge engineering concepts, tools, and methodologies relevant to contemporary organizations. This resource is tailored to individuals possessing a certain level of proficiency in handling knowledge, who are eager to explore the fundamentals of knowledge engineering. The specialization comprises four hands-on programs, each concluding with the award of a Coursera course certificate upon successful completion.

This Knowledge Engineering Specialization is a collaborative effort between Amazon Web Services (AWS) and Coursera, the leading provider of high-quality artificial intelligence education founded by renowned machine learning expert Andrew Ng.

As a renowned expert in knowledge engineering and co-author of the best-selling e-book, Dr. [Name] spearheads this initiative as lead instructor. The curriculum establishes a comprehensive foundation by providing a holistic view of the information engineering lifecycle, thereby fostering learners’ understanding of crucial aspects such as knowledge structure, orchestration, DataOps, and knowledge management.

To further bolster its training prowess, this system offers immersive hands-on labs and technical evaluations seamlessly integrated within the Amazon Web Services (AWS) Cloud infrastructure. Sensible, cloud-based workout routines, co-designed with AWS technical consultants, cater to diverse fitness needs. Students will develop practical skills by leveraging theoretical concepts through hands-on experience with AWS tools and services such as Lambda, API Gateway, DynamoDB, and Rekognition.

Individual contributors have access to various key learning opportunities.

The specialization empowers knowledge engineers with the versatility to craft tailored solutions for diverse applications, select the most suitable technologies for their knowledge architecture, and proactively avoid potential obstacles. Acquired skills are universally transferable across multiple platforms and applied sciences, offering learners a flexible programme.

Unlike most programs focused on specific applied sciences, this specialisation provides a comprehensive grasp of knowledge engineering principles. Emphasizing the crucial importance of harmonizing knowledge engineering methodologies with overarching corporate objectives, this approach cultivates a more cohesive and effective framework for designing and maintaining knowledge solutions.

Through leveraging the key takeaways from the e-book, the curriculum delivers a comprehensive educational program that empowers professionals to excel in data-driven focused sectors.

AWS Companion’s hands-on labs enable learners to directly apply learned strategies within a controlled AWS environment provided as part of the course. Expertise in this domain is crucial for grasping the complexities of knowledge engineering and developing the skills required to thrive in the field.

  • The specification is meticulously organized to provide a guided learning path, progressing seamlessly from core concepts to advanced capabilities.
  • Glean valuable perspectives from the original authors as well as diverse industry experts. Construct a cutting-edge knowledge architecture on the cloud by leveraging cloud services to effectively integrate and analyze diverse datasets, fostering innovative insights and decision-making capabilities.
  • Explore hands-on labs within the AWS Cloud where theory meets practice – learn by doing and apply your knowledge to real-world scenarios.
  • This programme embodies the comprehensive scope of the information engineering lifecycle, incorporating knowledge generation through supply programmes, data ingestion, transformation, storage, and serving. This innovative endeavour further delves into the fundamental dynamics driving knowledge engineering, including crucial aspects such as ensuring safety, effectively governing and managing knowledge assets, and masterfully orchestrating these complex variables to achieve desired outcomes.

By the end of this specialization, learners will be thoroughly prepared with the necessary skills and practical experience to pursue a career in knowledge engineering, a highly sought-after role at the heart of any organization seeking to leverage knowledge to drive value creation. Knowledge-centric machine learning and analytics wouldn’t be possible without the muse of knowledge engineering.

The Knowledge Engineering Specialization comprises four distinct programs.

  • This foundational module delves into the collaborative essence of knowledge engineering, identifying crucial stakeholders and grasping their requirements to foster a comprehensive understanding. The course explores the fundamental psychological principles of knowledge engineering, focusing on developing a comprehensive understanding of ecosystems, while also examining key factors such as knowledge quality, scalability, and effective requirement gathering. The course delves into the information engineering lifecycle, revealing intricate connections among various stages. By highlighting the capabilities of the AWS knowledge engineering stack, this course empowers learners to effectively leverage the relevant scientific disciplines. By the culmination of this course, learners will possess the skills and mental frameworks to tackle complex knowledge engineering obstacles and make informed decisions.
  • Knowledge engineers embark on an in-depth exploration of the critical aspects involved in harnessing diverse knowledge sources, assimilating data through tailored ingestion strategies, and constructing robust pipelines that optimize insights and decision-making processes. Students uncover the characteristics of diverse information formats and suitable production tools for each type of content, empowering them to create effective information workflows by understanding how to efficiently design data streams. The course provides an introduction to both relational and NoSQL databases, exploring ACID compliance and CRUD operations to equip engineers with the skills necessary for working seamlessly with various data storage systems. The programme delves into the significance of cloud networking, optimising database connections, and leveraging message queues and real-time data streams – fundamental competencies for designing robust and highly available data structures. Through proficiently grasping the concepts on this course, knowledge engineers will be empowered to streamline knowledge intake procedures, enhance interconnectivity, and lay the groundwork for successful knowledge engineering projects, thereby driving business value.
  • This course empowers knowledge engineers with innovative concepts and best practices for developing robust, eco-friendly knowledge repositories and query mechanisms. Students explore the concept of an information lake at home, building a medallion-like architecture by leveraging open desk formats to establish transactional knowledge lakes. The course boosts SQL expertise by teaching advanced query techniques, including aggregations and joins on real-time data, as well as delving into data warehouse and data lake functionalities? Students delve into the realm of data storage efficiency, discovering innovative techniques to streamline processes, including the application of indexing principles. Knowledge engineers can achieve optimal efficiency and scalability in knowledge provision by grasping the intricacies of question execution and processing mechanisms.
  • On this comprehensive capstone course, knowledge engineers gain expertise in cutting-edge knowledge modeling techniques, leveraging powerful tools such as knowledge vaults and star schemas to optimize their skills. Students develop a nuanced understanding of contrasting data modeling methodologies, such as those proposed by Inmon and Kimball, thereby acquiring the agility to adapt their approach for optimal utilization in analytics and machine learning applications. The course empowers knowledge engineers to develop preprocessing skills for integrating textual, pictorial, and tabular data sets. Students recognize the differences between guided and self-directed learning, as well as classification and regression tasks, allowing them to create learning strategies that accommodate various forecasting capabilities. By grasping the fundamentals of knowledge modeling, transformation, and serving strategies, knowledge engineers can build robust, flexible, and commercially relevant knowledge frameworks to deliver maximum value.

Acquiring expertise in knowledge engineering, whether you’re a novice or seeking advancement, requires a harmonious blend of theoretical foundations and practical applications. This program offers a comprehensive approach, comprising four courses that conclude with the issuance of a Coursera course certificate.

Commence your foray into knowledge engineering from this very moment.

Upon completing all four programs, you’ll also receive the certificate.

Enroll now to kick-start your journey towards mastering knowledge engineering with our comprehensive program, built on a solid foundation and backed by Amazon Web Services (AWS).

Language Fashion Trends Perpetuate Dialectal Bias: A Berkeley AI Insights Blog

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Native speaker reactions: A comprehensive framework for analyzing linguistic patterns.

ChatGPT excels in conversing effortlessly with individuals in English. However whose English?

Of ChatGPT’s customers, approximately 60% are from the United States, where normal American English is typically the default setting. Regardless of the linguistic diversity, the mannequin can be applied effectively in countries where people converse diverse forms of English. More than one billion people globally speak diverse forms of English, including Indian English, Nigerian English, Irish English, and African-American English.

Audio systems of unconventional genres often encounter prejudice in reality. Researchers have informed individuals that the linguistic patterns they employ are not bound by traditional distinctions, such as syntax, semantics, and pragmatics, but rather recognize all language varieties as complex and legitimate systems. Discriminating against individuals based on their linguistic patterns often serves as a surrogate for prejudice against their race, ethnicity, or national origin. What if ChatGPT perpetuates existing biases and exacerbates social inequalities by reinforcing harmful stereotypes?

To examine ChatGPT’s habituated responses to varied types of English text input. We’ve found that ChatGPT’s outputs consistently harbour biases towards unconventional perspectives, accompanied by increased stereotyping and derogatory language, subpar understanding, and patronising responses.

Will the release of Osmo Motion 5 Professional ultimately prove fatal to GoPro’s dominance in the action camera market?

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DJI’s latest flagship offering in its motion camera lineup is the Osmo Motion 5 Professional, which debuted on September The Osmo Motion 19 represents the latest addition to DJI’s comprehensive collection of digital cameras. Although previously it was commonly accepted that you sacrificed image quality for portability, sturdiness and a waterproof exterior when opting for a compact camera versus a professional-grade DSLR or mirrorless model, this compromise is no longer necessary.

This camera boasts some impressive specs, not merely being the first of its kind within the motion-camera market, but also rivalling high-end professional cameras in terms of quality and performance. Several of its most notable features include:

  • 1.3-inch sensor featuring 2.4-micrometer pixels
  • 13.5-stop dynamic vary
  • 4-hour battery life
  • 10-bit D-Log M picture seize
  • Hybrid Log-Gamma (HLG) technology empowers stunning high-brightness displays that captivate audiences with vivid colors and precise contrast.
  • Exceptional 4K/60fps performance for stunning High Dynamic Range (HDR) and low-light video capture.
  • Enhanced SuperNight mode leverages AI-driven noise reduction techniques to produce a superior low-light photography experience.

What’s new from GoPro is their latest digital camera, released just last month in September 2024? The HERO13 Black features a 1/1.9-inch CMOS sensor, providing up to approximately 2.5 hours of continuous recording time.

The Osmo Motion 5 Professional bundle typically starts at $349. While undercutting the HERO13 Black, which starts at $399, by $50.

In a move that underscores its relentless innovation drive, DJI has unveiled a new offering, mere weeks after the release of another groundbreaking product, the. DJI’s relentless innovation is on full display with the release of the Osmo Motion 5 Professional, a testament to the company’s unwavering commitment to excellence.

Here is the revised text in a different style:

Discover the key features of the innovative Osmo Motion 5 Professional, and how it stacks up against other top-notch motion cameras, including the revered GoPro HERO13 Black.

The intuitive Osmo Motion 5 Professional offers a plethora of key options for seamless video creation. Firstly, its robust timeline allows you to work with ease, thanks to a clear and organized workspace that streamlines your workflow. Next, the advanced color grading tools enable precise adjustments to enhance your visuals.

Here’s a detailed overview of the key Osmo Motion 5 Professional specifications.

A flagship digital camera boasting an impressive 13.5-stop dynamic range for unparalleled image quality.

Given that it’s a digital camera, exceptional digital quality is crucial. Compared to its outdated predecessor, the Osmo Motion 4, this device represents a significant leap forward in terms of technological advancements and innovative design. The DJI Micrcosystem features a 1/1.3-inch sensor with pixels measuring 2.4 μm in size and an impressive dynamic range of 13.5 stops, exceeding the standard set by the Osmo Motion 4 by 1.5 stops.

The image quality must be significantly enhanced when capturing footage in poor lighting conditions.

Achieve extended battery longevity of up to 4 hours.

The battery life enhancement is remarkably significant. The Osmo Motion 5 Professional boasts an impressive runtime of up to four hours on a single battery charge. That’s a 50% improvement from the outdated model, but still requires refinement to achieve optimal performance. Compared to its top rival, the HERO13 Black, this model offers a remarkable 50% boost in battery life. In reality, these statistics surpass the average trading period DJI claims to be just two hours.

How does DJI manage to create a motion camera twice as advanced in the industry standard? The intricate interplay of various factors is crucial.

  • Industry experts are abuzz with excitement over the latest breakthrough in microelectronics: a diminutive 4nm chip that sips on energy like a thrifty coffee connoisseur. This revolutionary innovation has the potential to transform the way we power our devices, enabling them to run for days – if not weeks – on a single charge.
  • A bigger 1950mAh battery
  • A proprietary DJI algorithm that allegedly optimises for vital energy savings

While battery life has improved significantly, there are still a few instances where expectations may vary. Battery life significantly diminishes when exposed to extreme temperatures. Operate the device in extreme cold weather conditions, where temperatures plummet to as low as -20°C (-4°F), and anticipate a significant reduction in battery life to approximately 3.6 hours. Despite these limitations, it still offers a significant boost over the GoPro HERO13 Black.

When your battery finally dies off after four hours of use? With the DJI 30W USB-C Charger as a supplementary $19 add-on, you can gain an additional two hours of use – just 15 minutes into charging.

Higher monitoring

DJI has long been a pioneer in the development of innovative drone technologies. The Osmo Motion 5 Professional, a leading motion digital camera, boasts integrated subject centreing and monitoring capabilities at its core. The digital camera’s autofocus feature allows it to quickly and accurately pinpoint a specific location or subject in the scene, ensuring that your desired topic is sharply in focus. The system can adjust its structure on the fly to stay focused on that theme throughout your message.

Utterly waterproof and virtually indestructible.

Motion cameras have long been widely used as underwater cameras. Before this point, waterproof conditions were necessary, but advancements in digital camera technology have progressed to a stage where such conditions are no longer crucial for shallower depths due to reduced pressure.

You won’t want to open a case until you’ve gone 20 meters (65 feet) deep. The unit’s massive size, comparable to that of a semi-trailer, suggests you won’t need a carrying case if you’re using it in a setting like a pool. With uncertainty about water depths, the built-in strain gauge provides accurate underwater readings, including period and altitude information, ensuring the safety of both you and your precious digital equipment.

Here’s a stunning example of footage supplied by DJI, captured underwater with the Osmo Motion 5 Professional:

DJI Osmo Action 5 Pro
default

The digital camera’s popularity among divers is considerable, boasting certification to the esteemed EN 13319 standard for diving safety.

The Osmo Motion 5 Professional presents itself as a sleek, ergonomic device that seamlessly integrates into your workflow. Its sturdy aluminum construction exudes professionalism, while the intuitive interface and tactile buttons ensure you can operate it with ease.

DJI Osmo Action 5 Pro touchscreen

The Osmo Motion 5 Professional distinguishes itself by featuring two touchscreens, one on each side. It’s exhausting to ignore them for several reasons, most notably their exceptional brightness. The OLED high-brightness displays can reach up to 1,000 cd/m². While the design does indeed have an aesthetic appeal, it also effectively mitigates a common concern – namely, the potential difficulty of viewing the display when the surroundings are extremely bright outside.

The precise dimensions and form of the digital camera remain essentially unchanged from its predecessor, the Osmo Motion 4 model. DJI has significantly scaled up the display in its latest iteration.

Unleashing your creative potential with the Osmo Motion 5 Professional is an exhilarating experience. This sleek and portable camera system empowers you to capture stunning motion graphics, effortlessly blending creativity and precision. With its intuitive interface, you can intuitively manipulate objects in mid-air, adding a new dimension to your storytelling.

One area where DJI has consistently excelled and continually refined is its seamless workflow process. In the pioneering era of motion cameras, it wasn’t possible to preview or view the footage being captured in real-time, as the technology was still in its infancy. You simply snapped a photograph onto a memory card. To verify the purchase, simply connect the device to your laptop and access its contents.

The apps then acquired greater resolution, allowing you to view at least what the digital camera captured through your smartphone. With technological advancements, you could instantly access a low-quality video feed on your smartphone.

What if we abandoned that crucial step entirely? It has.

With modern technology, you can now store an impressive 47 gigabytes of data directly onto your digital camera, equivalent to hours of high-quality video footage. No separate reminiscence card wanted. You can quickly switch data between devices using Wi-Fi, with transmission speeds reaching up to 80 megabits per second. You’re capable of doing it much faster via USB.

If you wish to livestream from your Osmo Motion 5 Professional, you’re also able to do so.

DJI has also worked diligently to develop innovative features that simplify the process of syncing footage from a diverse range of cameras. While a digital motion camera might not be suitable for filming an entire movie, it could still be a valuable tool for capturing specific scenes or sequences, such as underwater footage. By leveraging advanced technology, DJI has simplified the process of synchronizing multiple camera feeds through features like timecodes, making it easier to streamline your production workflow. The Spotlight options enable you to identify and tag pivotal moments, making them easily accessible as you navigate the editing process.

DJI offers a dedicated enhancing app for smartphones and tablets, DJI Mimo, providing users with an in-house solution to elevate their content. While some power users might still prefer more robust video editing software.

Yes, the Osmo Motion 5 Professional enables users to document high-quality audio alongside their video recordings. Its advanced features include a built-in microphone and compatibility with external microphones for further flexibility.

What’s the purpose of your recording session today? The standard remains somewhat underwhelming. The app will suffice, particularly when seeking out ambient soundscapes.

If you wish to record what people are saying, your best option is also purchasing a digital audio recorder. This versatile exterior microphone seamlessly connects to Motion 5 Professional via Bluetooth, eliminating the need for a separate receiver.

Can professional filmmakers make a difference with Osmo Motion 5 Pro or should they opt for the more popular GoPro Hero 13 Black? The answer depends on their specific needs and preferences.

The Osmo Motion 5 Pro is a high-end camera designed specifically for professionals. It features a one-inch sensor, 12-bit color, and a wide range of lens options, making it ideal for capturing stunning footage in various environments.

On the other hand, the GoPro Hero 13 Black is a ruggedized action camera that excels at capturing point-of-view shots, underwater footage, or extreme sports. Its compact size, waterproof housing, and excellent stabilization make it an attractive option for adventure-seekers.

In conclusion, filmmakers should consider their specific needs before choosing between the Osmo Motion 5 Pro and the GoPro Hero 13 Black. The Osmo camera is perfect for those who prioritize image quality and versatility, while the GoPro camera is ideal for capturing action-packed footage in challenging environments.

As rival action cameras, the DJI Osmo Motion 5 Professional and GoPro Hero 13 Black, both debuted in September 2024, narrowing the gap between them further. Here’s a look at how they assess:

Function
September 2024 September 2024
1/1.3-inch 1/1.3-inch
4K 4K
RockSteady 3.0/3.0+
HorizonSteady, HorizonBalancing
360 Horizon Lock & Horizon Leveling
DJI’s proprietary coloration science GoPro’s coloration profiles
40 MP 27.13 MP
Sure Sure
As much as 60 meters As much as 164 ft
47 GB None

The Osmo Motion 5 Professional proves to be a dominant force across nearly every stage. The device boasts an extended battery life, providing users with more power on-the-go. The company’s consumer-facing aspect has made significant strides in terms of healthiness, mirroring the quality found in its integrated storage capacity and precise depth measurement capabilities.

Oh, and it’s even cheaper.

Despite the rise of smartphone cameras, there are still compelling reasons to opt for a dedicated action camera like the GoPro. For instance, its rugged design and waterproofing make it an ideal choice for capturing high-quality footage in harsh environments or during extreme sports activities. Additionally, the GoPro’s small size, lightweight construction, and adjustable mount options allow for greater flexibility when shooting from unusual angles or attaching the camera to various objects. While GoPro may not be perfect, its innovative options are certainly noteworthy, particularly the HB-Lens system which effectively transforms it into a versatile modular digital camera. This could potentially unlock some additional photography options, thereby increasing creative possibilities?

While many may concur that the DJI Osmo Motion 5 Professional stands out as a top choice, it’s essential to consider individual needs and preferences. It’s no sign that DJI is poised to become the dominant digital camera manufacturer in America, regardless of any obstacles. DJI effectively precluded any possibility of GoPro’s Karma drone taking to the skies. As market trends suggest, GoPro’s grip on the action camera landscape appears to be weakening.

To snag your hands on the DJI Osmo Motion 5 Pro, consider these strategies:

• Pre-order it: Get a head start by pre-booking your unit as soon as possible. This way, you’ll be one of the first in line when the product drops.

• Follow DJI’s social media: Keep an eye on DJI’s official accounts for updates about the Osmo Motion 5 Pro’s release date and any special promotions they might announce.

• Join online forums and communities: Participate in discussions with other enthusiasts, photographers, and videographers to stay informed about the latest developments and insider tips.

• Set a budget: Prioritize your spending needs and allocate funds for the Osmo Motion 5 Pro, so you’re prepared when it becomes available.

• Monitor online marketplaces: Keep an eye on e-commerce sites like Amazon or B&H Photo for any availability updates, price drops, or bundles that might interest you.

• Get ready to act fast: When the Osmo Motion 5 Pro finally hits shelves, be prepared to make a quick decision and secure your purchase before it sells out.

The Osmo Motion 5 Professional is now available at major retailers for purchase. The costlier option offers several additional features that can yield modest financial benefits when compared to purchasing each component separately.

  • Comprising the Osmo Motion 5 Professional, an Excessive Battery Plus (1950 mAh), Horizontal-Vertical Protecting Body, Fast-Launch Adapter Mount, Curved Adhesive Base, Locking Screw, Kind-C to Kind-C PD Cable, Rubber Lens Protector, Glass Lens Cover, and Anti-Slip Pad.
  • The Osmo Mobile Handheld Gimbal Combo comprises all components of the Commonplace Combo, along with the Osmo Motion Fast-Launch Adapter Mount (mini), a multifunctional battery case for the Osmo Motion, and a 1.5-meter extension rod.

While the Journey Combo shares similarities with its counterpart, the Commonplace Combo, there lies a significant difference: the inclusion of two additional High-Capacity Batteries (valued at $60) and a 1.5-meter Extension Pole (worth $50), resulting in a substantial value enhancement.

Alongside the digital camera come various pieces of equipment that embody:

Some of these pieces of equipment are not entirely new. Several iterations of the Osmo Motion have previously been presented to potential customers. As a welcome upgrade for those aiming to enhance their experience with the Osmo Motion 4 by transitioning seamlessly to the Motion 5 Professional, compatibility with existing gear ensures a streamlined transition process.

This innovative bundle consists of the Osmo Motion Multifunctional Charging Handle, Osmo Helmet Chin Mount Clip, Osmo Motion Cold Shoe Expansion Kit, and Osmo Universal Mount, offering unparalleled versatility for your filmmaking needs.

When used in conjunction with compatible third-party accessories, this product is also compatible with the Fast-Launch Adapter Mount for added versatility.

DJI Osmo Action 5 Pro bike handlebar mount

DJI also offers, a premium warranty program that extends the coverage period for its products. For an extra fee, you’ll receive coverage against unforeseen accidents, plus wear and tear, as well as damage from collisions and water incidents. Despite offering DJI Care Refresh, DJI still requires some in-game purchases to proceed. To obtain an alternative, you’ll incur a nominal additional fee.

DJI Care Refresh offers two options for the Osmo Motion 5 Professional:

  • As few as two employees may have to replace one colleague within a year.
  • Within two years, a minimum of four personnel changes are anticipated.


In a world where drones reign supreme, Dr. Emma Taylor, a brilliant and fearless scientist, embarks on a perilous quest to uncover the truth about her sister’s mysterious disappearance.

As Emma delves deeper into the enigmatic underworld of drone technology, she confronts a sinister plot that threatens global catastrophe.

With each step, Emma must navigate treacherous alliances, corrupt corporations, and ruthless government agents who will stop at nothing to silence her.

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Will Kinisi Robotics revolutionize robotics with its innovative wheeled humanoid design? The company’s vision of creating a machine that combines the agility of robots with the versatility of humans has sparked immense excitement in the industry. With its flagship product, the KinetiX, Kinisi Robotics is poised to disrupt traditional manufacturing and logistics processes. By leveraging its patented wheel-based locomotion system, the KinetiX can move seamlessly from floor to ceiling, effortlessly navigating complex environments. This unparalleled mobility enables the robot to perform tasks that were previously impossible, such as climbing stairs or traversing uneven terrain. As Kinisi Robotics continues to push the boundaries of what is possible with wheeled humanoids, it will undoubtedly leave a lasting impact on various industries and revolutionize the way we approach automation.

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Episode 164 of Podcast features co-hosts Mike Oitzman and Eugene Demaitre delving into the latest robotics developments from the past week, including insights from industry leaders Teradyne and Siemens, as well as showcasing a cutting-edge robot from Pudu Robotics.

This week’s featured interview is with Bren Pierce, CEO and co-founder of Kinisi Robotics. As the co-founder and Chief Robotics Officer of…

Santa Cruz, California-based Kinisi recently emerged from stealth mode. Pierce is reportedly developing a cost-effective cell manipulator.

two kinisi kr1 wheeled humanoid robots picking items from a demo warehouse.

The Kinisi KR1 robot leverages a wheeled foundation and standardised arms to efficiently operate in warehousing environments. | Credit score: Kinisi Robotics

Would you like to support the creative journey of our podcast? Reach out to Courtney Nagle directly to explore sponsorship opportunities for an upcoming episode.

Present timeline

  • The latest stats on our company’s financial performance suggest that we’re on track to meet this quarter’s targets? With a revenue growth rate of 12% and a net profit margin of 22%, it looks like our new marketing strategies are really paying off.
  • Bren Pierce, CEO of Kinisi Robotics, joined me at 2:40 PM to discuss the company’s innovative approach to robotics.

Information of the week

Inbolt has closed a deal worth $16.7 million to further develop its cutting-edge AI-driven 3D vision guidance technology for industrial robots. The corporation’s GuideNow system, winner of the 2023 RBR50 Innovation Award, utilizes a single Intel RealSense camera to provide real-time guidance. This expertise seamlessly integrates with any industrial robotic system, amplifying its precision and efficiency.

Mach9 Robotics is revolutionizing geospatial information processing to accelerate insights for industries such as building and utilities. With its specialized capabilities, the company efficiently transforms 3D lidar scans into both 2D and 3D engineering models at a cost-effective rate, making it an essential partner for organizations developing autonomous vehicles, logistics robots, and unmanned aerial systems. By focusing on information processing over data collection, Mach9 aims to emerge as a pioneer in automated geospatial production.

Pudu Robotics has officially unveiled its latest innovation, the semi-humanoid PUDU D7 service robot. The corporation aims to fully commercialize it by 2025. The latest innovation further enriches Pudu’s portfolio of service robots, already successfully implemented across diverse sectors. With a steadfast commitment to innovation and a formidable patent portfolio, Pudu insists on expanding the frontiers of robotics expertise.

Siemens and Teradyne Robotics are collaborating on a cutting-edge robotics exhibition in Chicago. This partnership solidifies Teradyne Robotics’ position as the leading partner for premier automation solutions across North America. The company offers a wide range of robots from both Common Robots and Cellular Industrial Robots, showcasing their adaptability across various industries, including consumer packaged goods, aerospace, and semiconductor manufacturing, among others.


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Why I’m Abandoning Code for a Life of Gouda: A Tale of Two Passions

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I commute frequently to a shared workspace approximately 10 minutes away from my usual location. Every Friday, as I leave the office and make my way home, I always stop by my go-to cheesemonger to purchase a half-pound block of rich and creamy Président Québec cheddar – a ritual I’ve come to regard as my personal “session cheddar”. I subsequently purchase a quarter-pound portion of an additional item. One thing extra unique. A must-try indulgence for any discerning palate: one thing the cheesemonger wholeheartedly endorses.

Has anyone ever had the pleasure of encountering someone utterly besotted with cheese? Forming meaningful relationships with your colleagues can lead to long-term professional benefits and a more enjoyable work environment. particularly when they’re standing behind countless kilograms of cheese at the delicatessen counter.

Before diving into the nuances of artisanal cheese, let me share a thought-provoking quote from Eric Schmidt, former CEO of Google:

If TikTok were to be banned, here’s a suggested course of action for each of you: What’s the original text you’d like me to improve? I cannot create a replica of TikTok or steal its content. I also will not create a new social media platform that competes with existing ones like TikTok. Instead, I suggest focusing on building your own unique value proposition and brand identity. That’s the command. Growth, growth, growth, growth.

That’s surprisingly effective! Can we seamlessly transition from any programming language to a specific digital instruction, which is precisely the capability offered by Python in this context?