NextGenTech

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June 23, 2024

Spotify simply added a less expensive plan, however there is a catch

After elevating its costs a couple of weeks in the past, Spotify has revealed a brand new plan for customers – nevertheless it comes at the price of one massive characteristic.

The corporate will provide a brand new “Primary” premium plan which incorporates every little thing you may discover in an ordinary premium plan apart from entry to audiobooks. It will set you again $10.99 per thirty days, a small low cost on the $11.99 subscription worth of the ‘Particular person’ premium membership.

A Household model of the brand new Primary plan will price $16.99 per thirty days, providing as much as six Primary accounts with out audiobooks. The Premium household plan remains to be $19.99 a month.

You’ll be able to join on Spotify’s website.

Spotify matches Apple Music pricing

The brand new Primary subscription tier brings Spotify to the identical worth as Apple Music’s normal worth, however the long-rumored Spotify Hello-Fi could possibly be simply across the nook.

The brand new higher-tier choice is predicted so as to add round $5 per particular person membership, making it across the similar worth as a household membership of the brand new Primary tier.

The corporate has additionally been eager to push AI options for customers. I wrote final 12 months about how spectacular the AI DJ was, whereas it started rolling out a Chatbot-style AI playlists characteristic in April.

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No Imaginative and prescient Professional 2? Apple, give us this one improve and name it a day

Mobile

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June 23, 2024

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No Imaginative and prescient Professional 2? Apple, give us this one improve and name it a day

Apple has reportedly stopped improvement of the Imaginative and prescient Professional’s formal successor. As a substitute, the corporate is doubling down on releasing a extra reasonably priced, lighter-weight Imaginative and prescient product that’s extra engaging to the lots.

I’ve already written about why I believe it is a good transfer, however the lack of a Imaginative and prescient Professional 2 might imply Apple finds themselves in a clumsy place. What occurs if the cheaper Imaginative and prescient gadget comes with extra fashionable tech than its ‘Professional’ companion?

Right here’s what Apple can do to improve the Imaginative and prescient Professional while not having to supply a real Imaginative and prescient Professional 2.

The issue posed by a less expensive Imaginative and prescient gadget

Is Vision Pro the future of computing? | Fernando Silva using Apple Vision Pro

When Apple’s extra reasonably priced Imaginative and prescient gadget ships in late 2025, it might want to include some compromises as in comparison with the Imaginative and prescient Professional.

Per The Info:

the corporate has been struggling to seek out methods to chop the mannequin’s value with out shedding too many key options

No matter Apple finally ends up chopping from the cheaper Imaginative and prescient gadget, there may be one space the brand new mannequin is sure to upstage its sibling: it’ll undoubtedly ship with an M4 and even M5 processor.

The present Imaginative and prescient Professional consists of an M2 chip, which is already two generations behind the newest iPad Professionals and can be even additional outdated by the tip of subsequent yr.

Assuming Apple continues promoting the Imaginative and prescient Professional, the costlier ‘Professional’ model may have a considerably worse chip than its cheaper new counterpart.

Which is why I believe Apple could give us a spec-bumped Imaginative and prescient Professional to go together with it.

Imaginative and prescient Professional, meet the brand new Imaginative and prescient Professional with M4

Apple halting improvement on the Imaginative and prescient Professional 2 doesn’t imply there received’t be a brand new Imaginative and prescient Professional. It simply means there received’t be a sophisticated, really next-gen successor to the Imaginative and prescient Professional.

Like Apple does with Macs, it will probably throw a brand new processor into the prevailing Imaginative and prescient Professional and go away the gadget in any other case unchanged.

Give it some thought: if Apple intends to promote each the brand new Imaginative and prescient gadget and the Imaginative and prescient Professional on the identical time, Imaginative and prescient Professional can be a very powerful upsell with a 3-4 yr previous chip.

But when Apple threw an M4 or M5 into the Imaginative and prescient Professional—no matter chip the brand new Imaginative and prescient gadget will get—it might immediately add years to the product’s lifespan.

With no need to spend further time, cash, and focus growing a real Imaginative and prescient Professional successor, Apple might improve the prevailing Imaginative and prescient Professional with a brand new chip, supply it as a premium different to the cheaper Imaginative and prescient gadget, and name it a day.

What do you suppose Apple ought to do with the Imaginative and prescient Professional? Tell us within the feedback.

Finest equipment for Imaginative and prescient Professional

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NASA indefinitely delays return of Starliner to evaluation propulsion knowledge

Technology

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June 23, 2024

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NASA indefinitely delays return of Starliner to evaluation propulsion knowledge

Boeing's Starliner capsule lifts off aboard United Launch Alliance's Atlas V rocket. — Enlarge / Boeing’s Starliner capsule lifts off aboard United Launch Alliance’s Atlas V rocket.

In an replace launched late Friday night, NASA stated it was “adjusting” the date of the Starliner spacecraft’s return to Earth from June 26 to an unspecified time in July.

The announcement adopted two days of lengthy conferences to evaluation the readiness of the spacecraft, developed by Boeing, to fly NASA astronauts Butch Wilmore and Suni Williams to Earth. Based on sources, these conferences included high-level participation from senior leaders on the company, together with Affiliate Administrator Jim Free.

This “Crew Flight Take a look at,” which launched on June 5 atop an Atlas V rocket, was initially resulting from undock and return to Earth on June 14. Nevertheless, as engineers from NASA and Boeing studied knowledge from the automobile’s problematic flight to the Worldwide House Station, they’ve waved off a number of return alternatives.

On Friday evening they did so once more, citing the necessity to spend extra time reviewing knowledge.

“Taking our time”

“We’re taking our time and following our normal mission administration crew course of,” stated Steve Stich, supervisor of NASA’s Business Crew Program, within the NASA replace. “We’re letting the info drive our resolution making relative to managing the small helium system leaks and thruster efficiency we noticed throughout rendezvous and docking.”

Only a few days in the past, on Tuesday, officers from NASA and Boeing set a return date to Earth for June 26. However that was earlier than a collection of conferences on Thursday and Friday throughout which mission managers have been to evaluation findings about two vital points with the Starliner spacecraft: 5 separate leaks within the helium system that pressurizes Starliner’s propulsion system and the failure of 5 of the automobile’s 28 reaction-control system thrusters as Starliner approached the station.

The NASA replace didn’t present any details about deliberations throughout these conferences, however it’s clear that the company’s leaders weren’t capable of get snug with all contingencies that Wilmore and Williams may encounter throughout a return flight to Earth, together with safely undocking from the area station, maneuvering away, performing a de-orbit burn, separating the crew capsule from the service module, after which flying by the planet’s ambiance earlier than touchdown beneath parachutes in a New Mexico desert.

Spacecraft has a 45-day restrict

Now, the NASA and Boeing engineering groups will take some extra time. Sources stated NASA thought of June 30 as a doable return date, however the company can be eager to carry out a pair of spacewalks exterior the station. These spacewalks, presently deliberate for June 24 and July 2, will now go forward. Starliner will make its return to Earth someday afterward, possible no sooner than the July 4 vacation.

“We’re strategically utilizing the additional time to clear a path for some crucial station actions whereas finishing readiness for Butch and Suni’s return on Starliner and gaining priceless perception into the system upgrades we’ll wish to make for post-certification missions,” Stich stated.

In some sense, it’s useful for NASA and Boeing to have Starliner docked to the area station for an extended time frame. They’ll collect extra knowledge concerning the efficiency of the automobile on long-duration missions—finally Starliner will fly operational missions that can allow astronauts to remain on orbit for six months at a time.

Nevertheless, this automobile is just rated for a 45-day keep on the area station, and that clock started ticking on June 6. Furthermore, it’s not optimum that NASA feels the necessity to proceed delaying the automobile to get snug with its efficiency on the return journey to Earth. Throughout a pair of stories conferences since Starliner docked to the station, officers have downplayed the general seriousness of those points—repeatedly saying Starliner is cleared to come back residence “in case of an emergency.” However they’ve but to totally clarify why they aren’t but snug with releasing Starliner to fly again to Earth beneath regular circumstances.

My well being data has been stolen. Now what?

Cyber Security

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June 22, 2024

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My well being data has been stolen. Now what?

Digital Safety

As well being information continues to be a prized goal for hackers, here is how you can decrease the fallout from a breach impacting your personal well being information

20 Jun 2024
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5 min. learn

My health information has been stolen. Now what?

Digital transformation helps healthcare suppliers throughout the globe to turn into extra cost-efficient, whereas enhancing requirements of affected person care. However digitizing healthcare information additionally comes with some main cyber dangers. As soon as your information is saved on IT techniques that may be reached through the web, it could possibly be by chance leaked, or accessed by malicious third events and even insiders.

Medical information is among the many most delicate data we share with organizations. That’s why it’s given “particular class” standing by the GDPR – which means extra protections are required. However no group is 100% breach-proof. Meaning it’s extra vital than ever that you simply perceive what to do within the occasion your information is compromised – to attenuate the fallout.

The worst-case situation

Within the first 10 months of 2023 within the US, over 88 million folks had their medical information uncovered, in keeping with authorities figures. The quantity could possibly be even larger as soon as organizations not regulated by affected person privateness legislation HIPAA are taken into consideration.

Most notably incidents over current years embrace:

Change Healthcare, which suffered a main ransomware breach in February 2024. The US healthcare supplier not solely skilled main operational disruption, however its attackers (Black Cat/ALPHV) additionally claimed to have stolen 6TB of knowledge through the assault. Though the ransomware group shut down shortly after Change Healthcare paid an alleged $22m ransom, the ransomware affiliate answerable for the assault tried to extort the corporate once more, threatening to promote the information to the very best bidder.
Psychological well being startup Cerebral by chance leaked extremely delicate medical data on 3.1 million folks on-line. The agency admitted final 12 months that it had for 3 years inadvertently been sharing consumer and consumer information to “third-party platforms” and “subcontractors” through misconfigured advertising and marketing tech.

What’s at stake?

Among the many medical information probably in danger is your:

Medical insurance coverage coverage numbers, or comparable
Personally identifiable data (PII) together with Social Safety quantity, residence and e-mail tackle, and start date
Passwords to key medical, insurance coverage and monetary accounts
Medical historical past together with remedies and prescriptions
Billing and cost data, together with credit score and debit card and checking account particulars

This data could possibly be utilized by menace actors to run up payments in your bank card, open new traces of credit score, entry and drain your checking account, or impersonate you to acquire costly medical providers and prescription medicine. Within the US, healthcare information may even be used to file fraudulent tax returns with a view to receive rebates. And if there’s delicate data on remedies or diagnoses you’d fairly be stored secret, malicious actors might even attempt to blackmail you.

8 steps to take following an information breach

If you end up in a worst-case situation, it’s vital to maintain a cool head. Work systematically by the next:

1. Verify the notification

Learn by the e-mail fastidiously for any indicators of a possible rip-off. Inform-tale indicators embrace spelling and grammatical errors and pressing requests in your private data, maybe by asking you to ‘verify’ your particulars. Additionally, look out for a sender e-mail tackle that doesn’t match the legit firm once you hover over the “from” tackle, in addition to for embedded clickable hyperlinks which you’re inspired to comply with or attachments you’re being requested to obtain.

2. Discover out precisely what occurred

The following crucial step is to grasp your threat publicity. Precisely what data has been compromised? Was the incident an unintended information publicity, or did malicious third events entry and steal your information? What sort of data might have been accessed? Was it encrypted? In case your supplier hasn’t answered these questions adequately then name them to get the knowledge you must take the following steps. If it’s nonetheless unclear, then plan for the worst.

3. Monitor your accounts

If malicious actors have accessed your PII and medical data, they might promote it to fraudsters or attempt to use it themselves. Both manner, it pays to watch for suspicious exercise akin to medical payments for care you didn’t obtain, or notifications saying you’ve reached your insurance coverage profit restrict. If monetary data has been compromised, keep watch over checking account and card transactions. Many organizations supply free credit score monitoring, which notifies you when there are any updates or modifications to your credit score experiences which may point out fraud.

4. Report suspicious exercise

It goes with out saying that it is best to report any suspicious exercise or billing errors instantly to the related supplier. It’s best to take action in writing in addition to notifying your insurer/supplier through e-mail/telephone.

5. Freeze your credit score and playing cards

Relying on what private data has been stolen, you would possibly wish to activate a credit score freeze. This can imply collectors can not entry your credit score report and due to this fact received’t be capable to approve any new credit score account in your title. That may forestall menace actors operating up debt in your title. Additionally take into account freezing and/or having new financial institution playing cards issued. This will typically be performed merely through your banking app.

6. Change your passwords

In case your log-ins have been compromised in a breach, then the related supplier ought to mechanically reset them. But when not, it’d pay to take action manually anyway – for peace of thoughts. This can forestall account takeover makes an attempt – particularly in the event you improve you safety by dint of two-factor authentication.

7. Keep alert

If fraudsters pay money for your private and medical data, they might attempt to use it in follow-on phishing assaults. These could possibly be launched through e-mail, textual content, and even reside telephone calls. The purpose is to make use of the stolen data so as to add legitimacy to requests for extra private data like monetary particulars. Stay vigilant. And if a menace actor tries to extort you by threatening to reveal delicate medical particulars, contact the police instantly.

8. Contemplate authorized motion

In case your information was compromised because of negligence out of your healthcare supplier, you could possibly be in line for some sort of compensation. This can rely on the jurisdiction and related native information safety/privateness legal guidelines, however a authorized knowledgeable ought to be capable to advise whether or not a person or class motion case is feasible.

No finish in sight

Provided that medical information can fetch 20 instances the value of bank card particulars on the cybercrime underground, cybercriminals are unlikely to cease focusing on healthcare organizations anytime quickly. Their potential to pressure multimillion-dollar pay-outs through ransomware solely makes the sector an much more engaging goal. That’s why you must be ready for the worst, and know precisely what to do to attenuate the injury to your psychological well being, privateness and funds.

Tech Hobbies Can Assist Future Knowledge Scientists Excel

Big Data

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June 22, 2024

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Tech Hobbies Can Assist Future Knowledge Scientists Excel

The demand for knowledge scientists has been rising steadily over the previous couple of years. The BLS studies that the marketplace for knowledge scientists is projected to develop 35.2% between 2022 and 2032.

A rising variety of components are driving the demand for knowledge scientists. One of many greatest causes is that many corporations are discovering some great benefits of massive knowledge, because it clearly does rather a lot to enhance their ROI. Listed here are some statistics about corporations that use massive knowledge:

They’re 23 instances extra prone to outperform their rivals.
They’re 19 instances extra prone to keep worthwhile.
They’re seven instances extra prone to retain prospects.

As these advantages turn into extra clear, a rising variety of corporations are going to rent knowledge scientists.

Sadly, there’s a scarcity of information scientists, as a result of not sufficient individuals are going into the sector. We have now some articles on the way to turn into a knowledge scientist, however many individuals want to begin growing the abilities early on.

The excellent news is that there are loads of hobbies that may assist younger future STEM workers develop the abilities to be knowledge scientists. Maintain studying to be taught extra.

Sure Hobbies Can Assist Future Knowledge Scientists Develop the Abilities They Must Excel

In in the present day’s fast-paced world, with a myriad of the way to turn into employed and much more methods to spend one’s free time, it may be exhausting to know what to do in life. The unusual factor is that for as many choices as folks have these days for work, there are nonetheless lots of people who’re sad of their jobs. On the identical time, within the job markets, even when there are many jobs obtainable to use for, there’s nonetheless loads of competitors available when in search of any job.

As such it’s changing into more and more necessary to constantly develop and improve our skilled abilities to remain aggressive within the job market. Surprisingly, top-of-the-line methods to do that is to take a pastime or extracurricular actions and switch these abilities into transferable information for employment.

The next are some tech-related hobbies which can be of worth as transferable abilities as a knowledge scientist within the job market.

Coding

Coding is probably one of the crucial versatile and necessary tech-related abilities that may be discovered in the present day. Being that a lot of the technological world runs due to and based mostly upon the coding that’s created and generated means that there’s a want for good coders in practically each trade conceivable. Thus, that skillset is one that’s at the moment in excessive demand throughout numerous industries and can proceed to be so for the foreseeable future.

It doesn’t matter if somebody is an entire newbie or already has a little bit of coding expertise, spending time partaking in coding as a pastime cannot solely give somebody a deeper understanding of how expertise works, however what makes up the foundational ideas of the various software program methods that make up a lot of the trendy world.

There are many platforms like Codecademy, FreeCodeCamp, and GitHub, every of which provide assets, programs and initiatives to help within the studying and mastery of this new pastime. Including such a talent set to a resume can solely assist somebody in search of a job as a knowledge scientist.

Moral Hacking and Cybersecurity-

The world runs now largely digitally. Whereas that’s handy and useful in some ways, that expertise will be and has been used for legal exercise extra usually than most individuals notice. With the growing variety of cyber threats and knowledge breaches in industries like finance, engineering, and even a number of careers in healthcare, cyber threats far too usually wreak havoc on unsuspecting residents worldwide, the necessity for expert professionals in moral hacking and cybersecurity is rising, and is simply anticipated to rise.

In actual fact, it is likely one of the fastest-growing fields. So, for anybody who has an curiosity in computer systems and has spent a while coding, taking that information and leaning into the sensible information of moral hacking and cyber safety is a good way to show a pastime into a brand new profession path.

Graphic Design

Graphic design is a beneficial talent to have in in the present day’s visual-centric world. The place, for tons of of years folks needed to turn into expert artists to try to talk with photographs and art work, the developments offered by trendy expertise have taken the gathering of extra conventional 2D artwork mediums and made issues not solely extra accessible to be taught but additionally enhanced the means and kinds through which they are often created. Anybody who has an curiosity in artwork and in addition has the self-discipline to take just a few organized lessons or simply sit and watch YouTube can shortly be taught the fundamentals.

Subsequently, those that discover graphic design as a pastime can learn to create visually interesting content material. With time apply and the mix of understanding widespread design ideas, growing their very own type, and producing a portfolio will be capable to market themselves.

There are many inexpensive instruments like Adobe Artistic Suite, Canva, and Figma which, with time and apply, will be unlocked to share artistic concepts.

Video Enhancing and Manufacturing

Video manufacturing has turn into the brand new commonplace and customary expectation amongst customers and as a method to generate internet visitors to draw new clientele. A lot of the trendy world economies are digitally based mostly and the expertise so superior that heavier, extra memory-dense types of digital communication like images and movies have now turn into straightforward to share and examine.

What as soon as might have been gradual and exhausting to share are actually simply transferable and shareable throughout platforms. Being that movies are naturally extra partaking {that a} static picture, advertising and marketing corporations and corporations have discovered the worth of their manufacturing and strategic dissemination. With all that demand and technological availability, anybody who has the talent set required to make, edit, and produce video content material can have loads of work to do.

On prime of these causes, what as soon as value tons of if not 1000’s of {dollars} in tools charges have been made rather more inexpensive and accessible to most people which implies that anybody with a cellphone can begin studying the way to make movies.

Anthropic’s Claude 3.5 Sonnet mannequin now accessible in Amazon Bedrock: Much more intelligence than Claude 3 Opus at one-fifth the fee

Cloud Computing

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June 22, 2024

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Anthropic’s Claude 3.5 Sonnet mannequin now accessible in Amazon Bedrock: Much more intelligence than Claude 3 Opus at one-fifth the fee

It’s been simply 3 months since Anthropic launched Claude 3, a household of state-of-the-art synthetic intelligence (AI) fashions that means that you can select the proper mixture of intelligence, velocity, and price that fits your wants.

At present, Anthropic launched Claude 3.5 Sonnet, its first launch within the forthcoming Claude 3.5 mannequin household. We’re completely satisfied to announce that Claude 3.5 Sonnet is now accessible in Amazon Bedrock.

Claude 3.5 Sonnet raises the trade bar for intelligence, outperforming different generative AI fashions on a variety of evaluations, together with Anthropic’s beforehand most clever mannequin, Claude 3 Opus. Claude 3.5 Sonnet is on the market with the velocity and price of the unique Claude 3 Sonnet mannequin. In actual fact, now you can get intelligence and velocity higher than Claude 3 Opus at one-fifth of the worth as a result of Claude 3.5 Sonnet is 80 % cheaper than Opus.

The frontier intelligence displayed by Claude 3.5 Sonnet mixed with cost-effective pricing, makes the mannequin supreme for complicated duties comparable to context-sensitive buyer assist, orchestrating multi-step workflows, and streamlining code translations.

Claude 3.5 Sonnet units new trade benchmarks for undergraduate-level skilled data (MMLU), graduate-level skilled reasoning (GPQA), code (HumanEval), and extra. As you’ll be able to see within the following desk, in accordance with Anthropic, Claude 3.5 Sonnet outperforms OpenAI’s GPT-4o and Google’s Gemini 1.5 Professional in practically each benchmark.

Claude 3.5 Sonnet can also be Anthropic’s strongest imaginative and prescient mannequin but, performing a median of 10 % higher than Claude 3 Opus throughout the vast majority of imaginative and prescient benchmarks. In response to Anthropic, Claude 3.5 Sonnet additionally outperforms different generative AI fashions in practically each class.

Anthropic’s Claude 3.5 Sonnet key enhancements
The discharge of Claude 3.5 Sonnet brings vital enhancements throughout a number of domains, empowering software program builders and companies with new generative AI-powered capabilities. Listed below are a few of the key strengths of this new mannequin:

Visible processing and understanding – Claude 3.5 Sonnet demonstrates exceptional capabilities in processing photographs, significantly in decoding charts and graphs. It precisely transcribes textual content from imperfect photographs, a core functionality for industries comparable to retail, logistics, and monetary providers, to assemble extra insights from graphics or illustrations than from textual content alone. Use Claude 3.5 Sonnet to automate visible knowledge processing duties, extract priceless data, and improve knowledge evaluation pipelines.

Writing and content material era – Claude 3.5 Sonnet represents a major leap in its capacity to know nuance and humor. The mannequin produces high-quality written content material with a extra pure, human tone that feels extra genuine and relatable. Use the mannequin to generate participating and compelling content material, streamline your writing workflows, and improve your storytelling capabilities.

Buyer assist and pure language processing – With its improved understanding of context and multistep workflow orchestration, Claude 3.5 Sonnet excels at dealing with intricate buyer inquiries. This functionality allows round the clock assist, sooner response instances, and extra natural-sounding interactions, in the end resulting in improved buyer satisfaction. Use this mannequin to automate and improve buyer assist processes and supply a seamless expertise for finish customers. For an instance of the same implementation, see how DoorDash constructed a generative AI self-service contact middle answer utilizing Anthropic’s Claude 3 fashions in Amazon Bedrock.

Analytics and insights – Claude 3.5 Sonnet augments human experience in knowledge science by effortlessly navigating unstructured knowledge and utilizing a number of instruments to generate insights. It produces high-quality statistical visualizations and actionable predictions, starting from enterprise methods to real-time product tendencies. Use Claude 3.5 Sonnet to simplify knowledge evaluation workflows, uncover priceless insights, and drive data-driven decision-making.

Coding and software program improvement – Claude 3.5 Sonnet can independently write, edit, and execute code with refined reasoning and troubleshooting capabilities when supplied with the related instruments. Use Claude 3.5 Sonnet to streamline developer workflows, speed up coding duties, cut back handbook effort, and improve general productiveness.

Utilizing Anthropic’s Claude 3.5 Sonnet within the Amazon Bedrock console
As a result of this can be a new mannequin, I am going to the Amazon Bedrock console and select Mannequin entry from the navigation pane to allow entry to Claude 3.5 Sonnet.

Now that I’ve entry to the mannequin, I’d like to make use of it to extract data from the next picture from the Our World in Knowledge web site:

I select Chat within the Playgrounds part of the navigation pane and choose Anthropic and Claude 3.5 Sonnet because the mannequin. I then select the Picture add button to add the earlier picture, sort the next immediate, and select Run:

Which nations devour greater than 1000 TWh from hydropower? Suppose step-by-step and take a look at all areas. Output in JSON.

Right here’s the consequence and an animated picture recapping what I did.

To find out which nations devour greater than 1,000 TWh from hydropower in 2022, I must rigorously look at the map and color-coding. The dimensions on the backside reveals that darkish blue represents consumption between 1,000 TWh and a pair of,000 TWh. Let us take a look at every area systematically: 1. North America: Canada is darkish blue, indicating it consumes between 1,000-2,000 TWh from hydropower. 2. South America: Brazil is darkish blue, additionally consuming between 1,000-2,000 TWh. 3. Europe: No nation is darkish blue; all are gentle inexperienced or don't have any knowledge. 4. Africa: No knowledge accessible for any nation. 5. Asia: China is darkish blue, indicating consumption between 1,000-2,000 TWh. 6. Oceania: No nation is darkish blue; Australia is gentle inexperienced. In abstract, there are three nations that devour greater than 1,000 TWh from hydropower in 2022: 1. Canada (North America) 2. Brazil (South America) 3. China (Asia) Here is the response in JSON format: ```json {   "countries_consuming_over_1000TWh_hydropower": [     {       "name": "Canada",       "region": "North America",       "consumption_range": "1,000-2,000 TWh"     },     {       "name": "Brazil",       "region": "South America",       "consumption_range": "1,000-2,000 TWh"     },     {       "name": "China",       "region": "Asia",       "consumption_range": "1,000-2,000 TWh"     }   ] } ``` These three nations stand out as the very best customers of hydropower vitality, every utilizing between 1,000 and a pair of,000 terawatt-hours in 2022.

The mannequin’s capacity to reliably extract data from unstructured knowledge, like photographs, opens up a world of latest potentialities.

I select the three small dots within the nook of the playground window after which View API request to see code examples utilizing the mannequin within the AWS Command Line Interface (AWS CLI) and AWS SDKs. Let’s have a greater take a look at the code syntax.

Utilizing Claude 3.5 Sonnet with AWS SDKs
You should utilize Claude 3.5 Sonnet with any AWS SDK utilizing the brand new Amazon Bedrock Converse API or Anthropic Claude Messages API.

To replace code already utilizing a Claude 3 mannequin, I simply want to exchange the mannequin ID with:

anthropic.claude-3-5-sonnet-20240620-v1:0

Right here’s a pattern implementation with the AWS SDK for Python (Boto3) utilizing the identical picture as earlier than to point out how you can use photographs and textual content with the Converse API.

import boto3 from botocore.exceptions import ClientError MODEL_ID = "anthropic.claude-3-5-sonnet-20240620-v1:0" IMAGE_NAME = "primary-energy-hydro.png" bedrock_runtime = boto3.consumer("bedrock-runtime", region_name="us-east-1") with open(IMAGE_NAME, "rb") as f:     picture = f.learn() user_message = "Which nations devour greater than 1000 TWh from hydropower? Suppose step-by-step and take a look at all areas. Output in JSON." messages = [     {         "role": "user",         "content": [             {"image": {"format": "png", "source": {"bytes": image}}},             {"text": user_message},         ],     } ] response = bedrock_runtime.converse(     modelId=MODEL_ID,     messages=messages, ) response_text = response["output"]["message"]["content"][0]["text"] print(response_text)

After I run it, I get the same output as within the console:

Let's strategy this step-by-step: 1. First, I will look at the colour scale on the backside of the map. The darkest blue colour represents consumption of two,000 TWh or extra. 2. Now, I will scan the map area by area:    North America: Canada is darkish blue, indicating over 1,000 TWh.    South America: Brazil can also be darkish blue, over 1,000 TWh.    Europe: No nation seems to be darkish blue.    Africa: No nation seems to be darkish blue.    Asia: China stands out as darkish blue, indicating over 1,000 TWh.    Oceania: No nation seems to be darkish blue. 3. To be thorough, I will double-check for any medium blue nations that is likely to be near or over 1,000 TWh, however I do not see any that seem to succeed in that threshold. 4. Based mostly on this evaluation, there are three nations that clearly devour greater than 1,000 TWh from hydropower. Now, I will format the reply in JSON: ```json {   "countries_consuming_over_1000TWh_hydropower": [     "Canada",     "Brazil",     "China"   ] } ``` This JSON output lists the three nations that visually seem to devour greater than 1,000 TWh of major vitality from hydropower in accordance with the 2022 knowledge offered within the map.

As a result of I didn’t specify a JSON syntax, the 2 solutions use a unique format. In your purposes, you’ll be able to describe within the immediate the JSON properties you need or present a pattern to get a normal format in output.

For extra examples, see the code samples within the Amazon Bedrock Person Information. For a extra superior use case, right here’s a completely practical software use demo illustrating how you can join a generative AI mannequin with a customized software or API.

Utilizing Claude 3.5 Sonnet with the AWS CLI
There are occasions when nothing beats the velocity of the command line. That is how you should use the AWS CLI with the brand new mannequin:

aws bedrock-runtime converse      --model-id anthropic.claude-3-5-sonnet-20240620-v1:0      --messages '{"function": "person", "content material": [{"text": "Alice has N brothers and she also has M sisters. How many sisters does Alice’s brother have?"}]}'      --region us-east-1     --query output.message.content material

Within the output, I exploit the question choice to solely get the content material of the output message:

[     {         "text": "Let's approach this step-by-step:nn1. First, we need to understand the relationships:n   - Alice has N brothersn   - Alice has M sistersnn2. Now, let's consider Alice's brother:n   - He is one of Alice's N brothersn   - He has the same parents as Alicenn3. This means that Alice's brother has:n   - The same sisters as Alicen   - One sister more than Alice (because Alice herself is his sister)nn4. Therefore, the number of sisters Alice's brother has is:n   M + 1nn   Where M is the number of sisters Alice has.nnSo, the answer is: Alice's brother has M + 1 sisters."     } ]

I copy the textual content right into a small Python program to see it printed on a number of traces:

print("Let's strategy this step-by-step:nn1. First, we have to perceive the relationships:n   - Alice has N brothersn   - Alice has M sistersnn2. Now, let's contemplate Alice's brother:n   - He's certainly one of Alice's N brothersn   - He has the identical dad and mom as Alicenn3. Which means that Alice's brother has:n   - The identical sisters as Alicen   - One sister greater than Alice (as a result of Alice herself is his sister)nn4. Due to this fact, the variety of sisters Alice's brother has is:n   M + 1nn   The place M is the variety of sisters Alice has.nnSo, the reply is: Alice's brother has M + 1 sisters.")

Let's strategy this step-by-step: 1. First, we have to perceive the relationships:    - Alice has N brothers    - Alice has M sisters 2. Now, let's contemplate Alice's brother:    - He's certainly one of Alice's N brothers    - He has the identical dad and mom as Alice 3. Which means that Alice's brother has:    - The identical sisters as Alice    - One sister greater than Alice (as a result of Alice herself is his sister) 4. Due to this fact, the variety of sisters Alice's brother has is:    M + 1    The place M is the variety of sisters Alice has. So, the reply is: Alice's brother has M + 1 sisters.

Even when this was a fairly nuanced query, Claude 3.5 Sonnet received it proper and described its reasoning step-by-step.

Issues to know
Anthropic’s Claude 3.5 Sonnet is on the market in Amazon Bedrock right this moment within the US East (N. Virginia) AWS Area. Extra data on Amazon Bedrock mannequin assist by Area is on the market within the documentation. View the Amazon Bedrock pricing web page to find out the prices on your particular use case.

By offering entry to a sooner and extra highly effective mannequin at a decrease price, Claude 3.5 Sonnet makes generative AI simpler and more practical to make use of for a lot of industries, comparable to:

Healthcare and life sciences – Within the medical area, Claude 3.5 Sonnet reveals promise in enhancing imaging evaluation, appearing as a diagnostic assistant for affected person triage, and summarizing the most recent analysis findings in an easy-to-digest format.

Monetary providers – The mannequin can present priceless help in figuring out monetary tendencies and creating customized debt reimbursement plans tailor-made to purchasers’ distinctive conditions.

Authorized – Legislation corporations can use the mannequin to speed up authorized analysis by rapidly surfacing related precedents and statutes. Moreover, the mannequin can improve paralegal effectivity by way of contract evaluation and help with drafting customary authorized paperwork.

Media and leisure – The mannequin can expedite analysis for journalists, assist the inventive strategy of scriptwriting and character improvement, and supply priceless viewers sentiment evaluation.

Know-how – For software program builders, Claude 3.5 Sonnet affords alternatives in speedy software prototyping, legacy code migration, revolutionary function ideation, person expertise optimization, and identification of friction factors.

Training – Educators can use the mannequin to streamline grant proposal writing, develop complete curricula incorporating rising tendencies, and obtain analysis help by way of database queries and perception era.

It’s an thrilling time for for generative AI. To start out utilizing this new mannequin, see the Anthropic Claude fashions part of the Amazon Bedrock Person Information. You may as well go to our group.aws web site to search out deep-dive technical content material and to find how our Builder communities are utilizing Amazon Bedrock of their options. Let me know what you do with these enhanced capabilities!

— Danilo

Get Began in AI and NFTs with the Limewire API

Software Development

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June 22, 2024

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AI media creation has expanded to unimaginable video artwork and a bunch of different essential enhancements, and LimeWire is main the way in which in creating an superior interface for the typical consumer to develop into an AI artist. Limewire has simply launched its Developer API, a technique for engineers like us to create dynamic AI artwork on the fly!

Fast Hits

Free to enroll!
Supplies strategies to create a wide range of high quality photos from any variety of AI companies and algorithms
Create photos based mostly on textual content and different photos
Modify present photos to scale them, take away backgrounds, and extra
Use JavaScript, PHP, Python, or any of your favourite languages
Documentation is clear and simple to know
Very simple to get began

A easy API name is as simple as:

curl -i -X POST    https://api.limewire.com/api/picture/era    -H 'Authorization: Bearer MY_API_KEY'    -H 'Content material-Kind: software/json'    -H 'Settle for: software/json'    -H 'X-Api-Model: v1'    -d '{     "immediate": "A gorgeous princess in entrance of her kingdom",     "aspect_ratio": "1:1"   }'

You can even upscale an present, uploaded picture:

curl -i -X POST    https://api.limewire.com/api/picture/upscaling    -H 'Authorization: Bearer MY_API_KEY'    -H 'Content material-Kind: software/json'    -H 'Settle for: software/json'    -H 'X-Api-Model: v1'    -d '{     "image_asset_id": "116a972f-666a-44a1-a3df-c9c28a1f56c0",     "upscale_factor": 4   }'

The worth in creating AI artwork dynamically is difficult to emphasize the enormity of for engineers and authors alike. Moderately than scouring Google Photographs for picture to match my weblog submit, I can use LimeWire’s API to ship key phrases from the article to create a consultant picture. Likewise, authors can feed their story to LimeWire to generate illustrations! You’ll be able to even combine the developer API into your platform on your customers to make use of!

Give LimeWire’s new developer API a attempt! LimeWire allows you to create AI photos the place you are!

Ought to social media include a well being warning?

Artificial Intelligence

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June 22, 2024

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Ought to social media include a well being warning?

Different research have discovered that social media has no impact on psychological well being. In a examine revealed final yr, Plackett and her colleagues surveyed 3,228 youngsters within the UK to see how their social media use and psychological well-being modified over time. The kids had been first surveyed after they had been aged between 12 and 13, and once more after they had been 14 to fifteen years outdated.

Plackett anticipated to seek out that social media use would hurt the younger individuals. However when she carried out the second spherical of questionnaires, she discovered that was not the case. “Time spent on social media was not associated to mental-health outcomes two years later,” she tells me.

Different analysis has discovered that social media use may be helpful to younger folks, particularly these from minority teams. It could actually assist some keep away from loneliness, strengthen relationships with their friends, and discover a secure area to specific their identities, says Plackett. Social media isn’t just for socializing, both. At this time, younger folks use these platforms for information, leisure, college, and even (within the case of influencers) enterprise.

“It’s such a blended bag of proof,” says Plackett. “I’d say it’s arduous to attract a lot of a conclusion on the minute.”

In his article, Murthy requires a warning label to be utilized to social media platforms, stating that “social media is related to important mental-health harms for adolescents.”

However whereas Murthy attracts comparisons to the effectiveness of warning labels on tobacco merchandise, bingeing on social media doesn’t have the identical well being dangers as chain-smoking cigarettes. Now we have loads of sturdy proof linking smoking to a variety of illnesses, together with gum illness, emphysema, and lung most cancers, amongst others. We all know that smoking can shorten an individual’s life expectancy. We will’t make any such claims about social media, it doesn’t matter what was written in that Each day Mail article.

Well being warnings aren’t the one solution to forestall any potential harms related to social media use, as Murthy himself acknowledges. Tech firms might go additional in decreasing or eliminating violent and dangerous content material, for a begin. And digital literacy schooling might assist inform youngsters and their caregivers the best way to alter the settings on varied social media platforms to raised management the content material youngsters see, and train them the best way to assess the content material that does make it to their screens.

I just like the sound of those measures. They could even assist me put an finish to the early-morning Christmas songs.

The way to Backup & Restore Betaflight FC Configuration – Varied Strategies

Drone

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June 22, 2024

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The way to Backup & Restore Betaflight FC Configuration – Varied Strategies

On this tutorial, I’ll information you thru the method of backing up your FPV drone’s Betaflight flight controller utilizing varied strategies, together with the Presets tab, the CLI dump, screenshots and downloading processor flash. I will even present you how you can restore your drone from the backup information. Let’s dive in.

Among the hyperlinks on this web page are affiliate hyperlinks. I obtain a fee (at no additional value to you) in case you make a purchase order after clicking on certainly one of these affiliate hyperlinks. This helps help the free content material for the neighborhood on this web site. Please learn our Affiliate Hyperlink Coverage for extra data.

New to FPV? Try my different Betaflight-related weblog posts: https://oscarliang.com/tag/betaflight/

When to Backup Betaflight

It’s necessary to again up your Betaflight configuration within the following conditions:

Earlier than updating flight controller firmware, as this course of can erase your earlier settings.
Earlier than making any important modifications, so you may revert to the earlier configuration if wanted.

Making ready for the Backup

First, obtain and set up Betaflight Configurator. Join your drone to your pc by way of the USB cable.

You’ll understand it’s related when the lights on the drone begin flashing and a brand new COM port seems within the configurator’s high proper nook. Press the join button.

Utilizing the Presets Tab

The Presets tab is the best approach of backing up and restoring your Betaflight settings. It’s principally the identical as getting into the “diff all” command in CLI and saving the end in a textual content file your self.

Save Backup: Within the Presets tab, click on “Save backup.” This can save your configuration in a textual content file. The file title consists of the mannequin title and a date/time stamp. Open the textual content file to make sure it accommodates information and isn’t empty to keep away from surprises.

Load Backup: To revive a backup, use the “Load backup” button.

Earlier than loading, guarantee your flight controller is on the identical Betaflight model because the backup file. Open the backup textual content file and verify the “Model.” If the variations don’t match, flash your flight controller to the identical model first to keep away from conflicts and incompatibilities. The way to flash Betaflight: https://oscarliang.com/flash-update-betaflight/

Utilizing the CLI Tab

When you choose to again up Betaflight manually utilizing the CLI, comply with these steps:

Go to the CLI tab and sort dump. This command will show all of the settings in Betaflight. Press the “Save to file” button to avoid wasting the output in a textual content file.

Alternatively, use the command diff all to show solely the settings which have been altered from the default values. There are a lot fewer strains and extra manageable if you must undergo it.

To revive settings by way of CLI, press the “Load from file” button and find the backup textual content file, sort save and hit Enter.

Taking Screenshots

Taking screenshots of sure configuration pages could be very helpful for reference, particularly the Ports tab. This ensures you realize which port is assigned to every peripheral, which could be unclear from CLI strains alone.

Downloading Processor Flash

As a complicated technique, you may clone all the processor reminiscence, packaging the firmware and configurations right into a single file. This technique is helpful as you gained’t have to fret about firmware variations. Nevertheless, it requires extra software program like STM32CubeProgrammer.

Learn to do it right here: https://oscarliang.com/backup-fc-stm32cubeprogrammer/

I exploit this technique continuously, because it permits me to modify between totally different Betaflight variations rapidly and even change between iNav and Betaflight for testing functions.

Conclusion

By following these steps, you may guarantee your Betaflight configurations are safely backed up and simply restored, permitting you to experiment and replace with out concern of shedding your settings.

Edit Historical past

Sep 2018 – Tutorial created
Feb 2022 – Up to date for Betaflight 4.3
Jun 2024 – Up to date for Betaflight 4.5

This Week’s Superior Tech Tales From Across the Internet (Via June 22)

Robotics

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June 22, 2024

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This Week’s Superior Tech Tales From Across the Internet (Via June 22)

Ilya Sutskever Has a New Plan for Secure Superintelligence
Ashlee Vance | Bloomberg
“For the previous a number of months, the query ‘The place’s Ilya?’ has turn into a typical chorus throughout the world of synthetic intelligence. …Now Sutskever is introducing [a new] undertaking, a enterprise referred to as Secure Superintelligence Inc. aiming to create a secure, highly effective synthetic intelligence system inside a pure analysis group that has no near-term intention of promoting AI services or products. In different phrases, he’s trying to proceed his work with out lots of the distractions that rivals comparable to OpenAI, Google and Anthropic face.”

How AI Is Revolutionizing Drug Growth
Steve Lohr | The New York Instances
“Many of the early enterprise makes use of of generative AI, which may produce every thing from poetry to pc packages, have been to assist take the drudgery out of routine workplace duties, customer support and code writing. But drug discovery and improvement is a big trade that specialists say is ripe for an AI makeover. AI is a ‘once-in-a-century alternative’ for the pharmaceutical enterprise, in accordance with the consulting agency McKinsey & Firm.”

Starlink Mini Brings House Web to Backpackers
Thomas Ricker | The Verge
“SpaceX’s Starlink internet-from-space service is already accessible for boats, planes, vanlifers, Amazonian villages, and rural houses in over 75 nations—now it’s coming to backpackers. The brand new compact DC-powered Starlink Mini is concerning the measurement of a thick laptop computer and integrates the Wi-Fi router proper contained in the dish. And regardless of utilizing much less energy than different Starlink terminals, it may well nonetheless ship speeds over 100 Mbps.”

Apple’s Imaginative and prescient Professional Group Is Reportedly Centered on Constructing a Cheaper Headset
Jay Peters | The Verge
“Apple might not be engaged on a brand new high-end Imaginative and prescient headset amid slowing gross sales of the Imaginative and prescient Professional, in accordance with a brand new report from The Info. As an alternative, Apple has apparently been discovering methods to cut back the price of parts for the primary mannequin and is engaged on a less expensive Imaginative and prescient headset that it goals to ship by the tip of 2025.”

We’re Nonetheless Ready for the Subsequent Massive Leap in AI
Will Knight | Wired
“Greater than a 12 months after GPT-4 spurred a frenzy of recent funding in AI, it could be turning out to be harder to supply massive new leaps in machine intelligence. With GPT-4 and related fashions educated on big swathes of on-line textual content, imagery, and video, it’s getting harder to search out new sources of knowledge to feed to machine-learning algorithms. Making fashions considerably bigger, so that they have extra capability to study, is anticipated to value billions of {dollars}.”

Let Slip the Robotic Canine of Struggle
Jared Keller | Wired
“The Chinese language army lately unveiled a brand new form of battle buddy for its troopers: a ‘robotic canine’ with a machine gun strapped to its again. …China’s demonstration clearly rankled worldwide observers, prompting at least one American lawmaker to name on the US Protection Division for a report on ‘rifle-toting robotic canine’ and their potential nationwide safety implications. But when the Chinese language army is pioneering the weaponization of robotic canine, then america army isn’t far behind.”

Waabi’s GenAI Guarantees to Do So A lot Extra Than Energy Self-Driving Vehicles
Rebecca Bellan | TechCrunch
“‘This know-how is extraordinarily, extraordinarily highly effective,’ mentioned [Waabi founder and CEO Raquel] Urtasun, who spoke to TechCrunch through video interview, a whiteboard stuffed with hieroglyphic-looking formulation behind her. ‘It has this superb capability to generalize, it’s very versatile, and it’s very quick to develop. And it’s one thing that we are able to increase to do way more than trucking sooner or later. …This may very well be robotaxis. This may very well be humanoids or warehouse robotics. This know-how can remedy any of these use circumstances.’”

Apple, Microsoft Shrink AI Fashions to Enhance Them
Shubham Agarwal | IEEE Spectrum
“In the previous couple of months…a number of the largest tech firms, together with Apple and Microsoft, have launched small language fashions (SLMs). These fashions are a fraction of the scale of their LLM counterparts and but, on many benchmarks, can match and even outperform them in textual content technology. …[And] as a result of SLMs don’t eat practically as a lot power as LLMs, they will additionally run regionally on units like smartphones and laptops (as an alternative of within the cloud) to protect information privateness and personalize them to every individual.”

SENSORS

Microphone Made from Atom-Thick Graphene Might Be Utilized in Smartphones
Alex Wilkins | New Scientist
“The principle benefit of their graphene system is that it may be a lot smaller than a standard microphone, says Verbiest, and would want a membrane that’s simply 10 micrometers throughout—an space 200 occasions smaller than a equally performing standard microphone.”

Picture Credit score: Li Zhang / Unsplash