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GeoCue Expands Entry to Engineering-Grade LiDAR with the Launch of the TrueView 539 – sUAS Information

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The LiDAR sensor is predicated on the success of the TrueView 540, contained in a extra light-weight and accessible package deal.

Las Vegas, Nevada – Stay, from the 2025 Business UAV Expo, GeoCue, a worldwide chief in aerial mapping {hardware} and software program options, broadcasts the launch of the TrueView 539—a compact, light-weight LiDAR and imaging system that delivers engineering-grade accuracy at a extra accessible worth level.

Constructed upon the confirmed success of the TrueView 540, the brand new TrueView 539 retains the expertise, precision, and reliability of its predecessor whereas providing a extra streamlined, reasonably priced resolution for geospatial professionals.

“We added the TrueView 539 to fulfill the wants of aerial surveyors who require engineering-grade efficiency in a lighter and extra accessible package deal,” mentioned Frank Darmayan, CEO of GeoCue. “By balancing highly effective {hardware} with our LP360 software program, we’re making it simpler for professionals to seize high-quality knowledge and generate dependable deliverables.”

Weighing simply 1.45 kg, the TrueView 539 integrates seamlessly with most business UAV platforms, that may carry the payload. The system features a cutting-edge LiDAR sensor with as much as 6 returns, a 26MP world shutter full-frame digital camera, and delivers accuracy within the 2 to five cm vary.

A Excessive-Efficiency System Designed for Accessibility

In line with Vivien Heriard-Dubreuil, CEO of mdGroup, GeoCue’s dad or mum firm, “The TrueView 539 is a direct response to the rising want for engineering-grade LiDAR that’s each light-weight and accessible. Many geospatial professionals have been searching for a system that meets technical necessities with out exceeding challenge budgets. That’s the place the brand new TrueView 539 is ideal.”

The LiDAR sensor is designed to penetrate dense vegetation utilizing superior multi-target capabilities, supporting as much as 6 returns per pulse, permitting customers to create correct DEMs and DSMs even in complicated environments. With long-range scanning as much as 600 meters and 500,000 factors per second, the system ensures wealthy, high-resolution knowledge seize throughout all kinds of terrain.

Seamless Integration with LP360 and GeoCue’s Increasing Portfolio

The TrueView 539 additionally comes with LP360 Drone processing software program, enabling customers to rapidly course of, visualize, and extract worthwhile knowledge in an intuitive, GIS-based workflow. Non-compulsory software program add-ons like Strip Align for Drone, Photograph, 3D Accuracy, and extra can be found to additional refine knowledge.

“The introduction of the TrueView 539 strengthens our rising product line of LiDAR mapping options,” mentioned Vincent Legrand, Vice President of International Gross sales at GeoCue. “From high-end UAV sensors to handheld and cellular methods, GeoCue is dedicated to delivering high-quality options backed by seamless {hardware} integration, cutting-edge software program, and the trusted help our prospects depend on.”

The TrueView 539 is now obtainable by means of GeoCue and its community of licensed distributors. This launch continues GeoCue’s mission to empower geospatial professionals with sensible, exact, and scalable instruments to deal with real-world challenges in surveying, engineering, forestry, infrastructure, and past.

About GeoCue

GeoCue brings geospatial consultants the easiest in drone, cellular and land surveying gear, geospatial level cloud software program, workflow, coaching, and help for high-accuracy LiDAR and Imagery 3D mapping to assist civil engineering and surveying professionals obtain profitable knowledge assortment, processing, and administration.

With TrueView LiDAR/Imaging sensors and LP360 level cloud knowledge processing software program, we’re the chief in LiDAR mapping processing in North America capable of meet prospects the place they’re when it comes to expertise, adoption, finances, and sources.

To be taught extra about GeoCue, go to www.geocue.com


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Ujjwal Kumar steps down as president of Teradyne Robotics

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Ujjwal Kumar steps down as president of Teradyne Robotics

Former president of Teradyne Robotics Ujjwal Kumar (left) and his successor Jean-Pierre Hathout (proper). 

Ujjwal Kumar introduced on LinkedIn yesterday that it was his final day as president of Teradyne Robotics Group. He’ll stay with the corporate by means of September 2025 to assist his successor, Jean-Pierre Hathout, transition into the position.

 

“Within the final 2+ years at Teradyne Robotics, I’ve been pleased with working with an unbelievable world staff in increasing the product & buyer portfolios throughout Common Robots and Cell Industrial Robots, extending our world footprint, championing the unbelievable potential of Bodily AI, and above all serving to clients to remodel the way in which they work,” Kumar wrote. 

Kumar stated he’ll proceed to pursue his ardour for enterprise transformation, bodily AI, trade 5.0, and automation, however didn’t share the place he can be heading subsequent.

The Robotic Report reached out to each Kumar and Teradyne president and CEO Greg Smith. Kumar stated he’ll communicate to us after he broadcasts his subsequent transfer. Smith stated he can speak subsequent week when he’s again from touring. 

 

Teradyne Robotics contains collaborative robotic (cobot) arm chief Common Robots (UR) and autonomous cellular robotic (AMR) developer Cell Industrial Robots (MiR). The firm has struggled this yr to match earlier years’ income. For instance, the group generated $75 million within the second quarter of 2025, representing a 17% year-over-year decline.

Earlier this yr, Teradyne Robotics laid off about 10% of its workforce, citing the necessity to align operations with market circumstances. The group has additionally undergone management transitions at each UR and MiR, strikes the firm stated are aimed toward sharpening strategic focus and enhancing execution throughout each companies.

In December 2024, UR introduced it was establishing manufacturing capabilities in Nantong, China. This was the primary abroad manufacturing facility for Denmark-based UR, which stated on the time it was trying to considerably develop its presence in China, the world’s largest marketplace for industrial robots. To satisfy growing Chinese language demand, is producing two cobots particularly for China: the UR7e and UR12e.

Meet Teradyne’s new robotics president

Teradyne named Jean-Pierre “JP” Hathout as Kumar’s successor. Hathout was appointed president of UR in Could 2025 and was beforehand president of MiR for 2 years.

“I’m excited to have the ability to step into this position the place I can mix my expertise of and keenness for each cobot and AMR automation,” stated Hathout. “This can be a additional alternative to leverage the numerous technical and business synergies between the 2 manufacturers at a time of fast innovation and rising market potential.”

Hathout brings over 20 years of worldwide administration expertise, together with 17 years at Bosch, and most just lately led MiR to strengthen its product portfolio and world place. He’ll proceed to steer UR in his new place.

“We’re thrilled for JP to step into this new position of main the Robotics group,” stated Greg Smith, President and CEO of Teradyne. “The robotics trade is fast-changing, and I’m assured in JP’s potential to navigate the challenges and lead Teradyne Robotics to attain its progress objectives within the years to come back.”



So that you wish to work in VC (however not as an investor)?

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As an educator within the VC house, I’m commonly requested, “Do I’ve to be an investor to work in VC?” It’s a wonderfully affordable query, and one which highlights one thing that’s so usually ignored and misunderstood – breaking into VC doesn’t have to imply changing into an investor.

From agency operations to roles throughout expertise, advertising and marketing, and neighborhood, there are lots of paths into this vibrant business, and vital room to construct a profession that fits every individual’s distinctive abilities and expertise.

As any individual who got here into this house having labored in administration consulting, schooling and the non-profit sector, I can testify that there’s no one-size-fits-all strategy to constructing a profession in VC. So, writing from expertise, listed here are three paths into VC with out changing into an investor.

1. Operator: The spine of the agency

If you happen to don’t wish to make investments immediately, many different positions inside VC companies are simply as essential to making sure the agency achieves its general objectives. One strategy to get a foot within the door is to search for working roles: inside positions which assist the day by day functioning of the agency as an entire. From guaranteeing the agency meets its authorized and regulatory obligations to constructing in-house tech instruments and, after all, monetary administration, there are an entire host of mission-critical jobs open to those that wish to be enablers inside VC companies, as an alternative of traders.

Tip: Scope out titles akin to Authorized and Compliance Affiliate, Finance Affiliate or Operations Affiliate.

2. Platform & portfolio: Scaling startups and ecosystems

VC companies’ engagement with portfolio firms (portcos) doesn’t finish on the level of funding. As soon as a agency has determined to again a brand new startup, it usually takes on the accountability of mentoring its founders, supporting with expertise acquisition or serving to with advertising and marketing and PR work. Primarily, something that would assist scale the enterprise and enhance its worth as an funding. For this to be successful, VCs want a crew of people that can assist this work. That is also known as portfolio assist.

Very associated, and typically used interchangeably with portfolio assist, is the “platform position”. This tends to incorporate the additional component of constructing an engaged ecosystem across the agency. This consists of broadening the agency’s community and presence, operating occasions and nurturing the agency’s neighborhood of stakeholders. Platform roles signify the “service arm” of a VC agency, designed to distinguish the agency past simply writing checks. This might embody something from internet hosting meetups of key business stakeholders to producing participating media and thought management content material.

Tip: Take a look at roles akin to Platform Affiliate, Group Supervisor or Occasions & Ecosystem Coordinator.

3. Startup advisor: Guiding founders to capital

If none of those ‘in-house’ positions appears to be the correct match, you may wish to think about working extra immediately with startups. When attempting to draw funding, startups usually search third-party assist to assist them make connections, refine their product providing or develop a extra compelling pitch for traders.

Working for a startup accelerator/incubator may be a good way to get entangled on this house. When you may not be working for a VC agency, you’ll collaborate intently with those who do, and your day-to-day exercise will usually be targeted on serving to groups safe capital. For many who have already constructed up a strong base of information and expertise in a selected business, there are additionally sector-specific advisory roles which is perhaps a very good match.

Tip: Search for titles like Technical Advisor, Startup Coach, or Innovation Advisor should you’re concerned about this sort of work. 

Ultimate ideas: Construct fluency in how the ecosystem works

As with all profession change, among the finest methods to find out the place you may match into a brand new ecosystem is by understanding the ecosystem itself. In VC, every little thing revolves across the founder, sourcing the most effective offers, and securing monetary returns. Every position inside a VC agency contributes to creating that occur. No matter place you in the end goal for, you’ll want a working data of the broader ecosystem’s rhythms in addition to a transparent understanding of the important thing elements that drive choices and inspire folks within the business. This isn’t nearly figuring out what a ‘unicorn’ is or understanding ‘time period sheets, ’ it’s about greedy the realities of a VC agency’s day-to-day operations and seeing how the transferring components match collectively.

If that is new territory for you, there is no such thing as a single start line. By growing a deeper understanding of how the enterprise capital business works, you’ll be higher positioned to suppose strategically about which roles greatest align along with your abilities and pursuits. Chances are high, there’s a VC agency searching for precisely the expertise you deliver.


The Ivalice Chronicles workforce needed to remake the unique Closing Fantasy Ways’ supply code from scratch

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The Sq. Enix workforce behind Closing Fantasy Ways — The Ivalice Chronicles did not simply remaster the enduring technique RPG, they needed to undergo the difficulty of remaking the supply code from scratch, in line with Bloomberg. In an interview with Bloomberg‘s Jason Schreier, the sport’s director Kazutoyo Maehiro defined the arduous means of designing The Ivalice Chronicles, which is ready to launch on the finish of the month.

When attending to work on the remake, Maehiro and his workforce found they needed to rebuild the supply code from the bottom up because it was misplaced because of the trade’s unstandardized practices within the ’90s, in line with Bloomberg. When translating Closing Fantasy Ways from Japanese to English for the worldwide launch, the corporate would overwrite the unique Japanese model’s code. For Maehiro, that meant the workforce needed to undertake a ground-up overhaul and recreate the supply code by enjoying the unique recreation that launched in 1997, consulting the sport’s grasp disc and searching on the 2011 model known as Closing Fantasy Ways: The Struggle of the Lions, in line with Bloomberg. Maehiro additionally stated throughout a PAX West 2025 panel that the workforce gleaned numerous misplaced data from fan-made databases.

Revealing extra of the behind-the-scenes selections for The Ivalice Chronicles, Maehiro instructed Bloomberg concerning the debate surrounding Depend Cidolfus Orlandeau. Higher often called Cid, and appropriately nicknamed Thunder God Cid, this overtuned character joins you later within the recreation, however many followers complained about him being overpowered. As an alternative of nerfing Cid, Maehiro instructed Bloomberg that protecting this character’s energy degree the identical would higher signify the storyline since “his position within the story is being that very highly effective character who joins your occasion.” To quell any considerations of Cid being too damaged, Maehiro instructed Bloomberg that the workforce determined to buff the opposite characters to even issues out. Wanting forward, Maehiro additionally hinted at exploring sequels for the Closing Fantasy Ways franchise and even model new video games within the technique RPG style, on condition that The Ivalice Chronicles does properly, in line with Bloomberg.

Final-minute service leak suggests 8x digital camera zoom, vapor chamber cooling for iPhone 17 Professional

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Apple’s iPhone 17 occasion is simply a few days away, however that hasn’t stopped the rumor mill producing some final minute morsels. A purported doc from a South Korean service has indicated some tech specs in regards to the iPhone 17 line.

We’ve heard for some time that the 17 Professional and Professional Max would get improved telephoto digital camera programs. This doc says it’ll truly go as much as 8x, in comparison with the 5x zoom discovered on iPhone 16 Professional fashions. There’s additionally anticipated to be a dramatically improved cooling system …

The brand new aluminium body present in all of the iPhone 17 chassis ought to assist with cooling already, as aluminium is an excellent warmth conductor. Nonetheless, the 17 Professional and 17 Professional Max telephones are anticipated to go one step additional.

The Korean service documentation signifies that each Professional telephones will sport a brand new vapor chamber cooling system. This function has existed in some high-end Android telephones for some time, and mainly serves as a mechanism to disperse scorching air away from the CPU/GPU elements. This permits the silicon-on-a-chip to run at full efficiency modes for longer, earlier than it hits thermal limits and throttles down.

Within the context of an Apple Professional telephone, this implies the power to play intensive 3D video games for longer with steady body charges, longer recording periods for ProRes video open air, and extra. The doc additionally references an 8K video recording mode, one thing which might additionally profit from improved thermal effectivity.

The service doc was first sourced by Jukan on X yesterday:

It’s unclear whether or not these specs are positively sourced from an official channel. Traditionally, carriers have generally been recognized to create documentation like this upfront of official bulletins primarily based on consensus rumors.

However the particulars listed right here don’t seem to be a mere repeat of earlier rumor mill claims. The 8x zoom quantity may be very particular, as an example. Earlier rumors have quoted 7x zoom or 10x zoom distances, however not 8x.

Bloomberg has beforehand stated that the iPhone 17 Professional will function a variable aperture system, the place the optical zoom distance can fluctuate mechanically. This is able to be a significant change from all previous iPhone fashions which all have fastened zoom distances.

We’ll know for certain in a little bit over 48 hours time, when Apple’s ‘awe-dropping’ September occasion kicks off. Keep tuned to 9to5Mac for full protection of all of the bulletins. We expect the corporate to unveil the brand new iPhone 17 lineup, new Apple Watches, and AirPods Professional 3.

FTC: We use earnings incomes auto affiliate hyperlinks. Extra.

Everyone seems to be stealing the Pixel’s greatest design trait and I am loving it

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Smartphone design has seen vital convergence over the previous three years, specifically. Shows and facet rails are virtually universally flat throughout corporations and product strains. Batteries are huge. Ultrawide and telephoto cameras are all however normal. Even the corners of telephones are practically all rounded out. A few of these traits are nice, others I might do with out.

However, for much too a few years, corporations have used ugly, annoying protruding lenses which can be too typically aligned to the top-left of the telephone. This not solely makes the lenses vulnerable to breaking if the telephone is dropped, but it surely additionally makes the telephone uneven. Everybody is aware of how a lot telephones wobble when positioned on a desk, and it is annoying as heck.

Eire’s 70-year transformation: from poverty to prosperity

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One among my trip habits is to take alongside a e-book in regards to the place I’m visiting — which is how I discovered myself on Eire’s spectacular Atlantic coast final month, paging via a duplicate of Fintan O’Toole’s We Don’t Know Ourselves: A Private Historical past of Trendy Eire. O’Toole, a distinguished Irish journalist, makes use of the years of his personal life, starting in 1958, to inform the story of the adjustments which have taken place on this small, stunning nation on Europe’s northwestern edge.

Whereas I knew that Eire had up till fairly just lately been a poor place by European requirements, I hadn’t realized simply how poor. Inside residing reminiscence, as O’Toole writes, Eire was “an enormous cattle ranch with a couple of cities.” Two-thirds of houses nonetheless had no electrical energy after World Conflict II, and, as late as 1961, most rural homes lacked indoor bogs or scorching water. In 1961, Eire’s inhabitants was simply 2.8 million, the nadir after a long time of decline going again to the Nineteenth century.

But the nation I visited had turn into one of the vital affluent and educated in Europe: a largely liberal, progressive society that now attracts immigrants as an alternative of dropping emigrants. The Irish themselves would say it’s nonetheless removed from good, however it has turn into one thing few might have predicted when O’Toole was born in 1958.

One among my targets at Good Information is to counter our constructed‑in bias towards dangerous headlines by spotlighting the sluggish, compounding enchancment over time that’s too typically missed. Eire’s arc over the previous 70 years captures that story as few different international locations have.

From poverty to prosperity

Then: Eire’s gross nationwide earnings (GNI) per particular person — what people truly earned on common — within the early Seventies was round $2,000, the mark of a small, nonetheless largely farming-based economic system, whereas the US was greater than twice that.

Now: Eire’s modified GNI per particular person has soared to round $60,000, thanks largely to its success in attracting enormous quantities of international funding, particularly from main tech corporations like Meta and Apple. (Economists use a modified GNI per capita exactly as a result of these multinational corporations shift a big portion of their income to Eire, partially for tax causes; modified GNI strips that out, higher reflecting what Irish households and companies truly earn.)

From brief lives to lengthy ones

Then: In 1961, life expectancy was round 70 years, and toddler mortality hovered at 30 deaths per 1,000 births — a determine similar to what we’d see in the present day in a poor nation like Laos.

Now: Life expectancy has climbed to about 83 years, whereas toddler deaths have plunged to simply 3.4 per 1,000. Virtually each Irish little one now will get the possibility to dwell an extended and wholesome life.

From mass emigration to web immigration

Then: Emigration has at all times been a part of the Irish story, as Irish-Individuals like myself know properly. But it surely wasn’t only a Nineteenth-century phenomenon. Effectively into the second half of the twentieth century, Eire was nonetheless dropping its younger folks in droves as a result of it merely had no work for them. Within the Nineteen Fifties, an estimated 15 p.c of the nation left.

Now: The scenario has largely reversed, with roughly 12 p.c of the nation’s residents now non-Irish residents as of 2022. The place as soon as Eire’s biggest export was the Irish, in the present day it’s turn into a spot that draws capital, concepts, and folks.

From dropouts to school graduates

Then: Into the mid‑Nineteen Fifties, O’Toole writes, knowledge suggests greater than 80 p.c of pupils left faculty at age 14, partially as a result of secondary schooling charged charges most households couldn’t afford. However that started to alter in 1966 when the Irish authorities determined to make secondary schooling free for all. For the era of Irish kids like O’Toole, whose father was an unskilled handbook laborer, the chance was life-changing.

Now: By some requirements, Eire can declare to be essentially the most educated nation on this planet, with greater than half its inhabitants between the ages of 25 to 64 holding a bachelor’s diploma or larger.

From cloistered conservatism to open liberalism

Then: Eire within the early Seventies was ruled by extremely conservative legal guidelines: Homosexuality was criminalized, divorce was banned, and abortion was unthinkable. The Catholic Church censored popular culture, and ladies had shockingly few rights: They may not hold authorities jobs in the event that they acquired married, couldn’t purchase contraceptives for contraception, and infrequently couldn’t even be served a pint of beer at a pub.

Now: Eire’s social advances have been even larger than its financial ones. Greater than 60 p.c of the nation voted for marriage equality in 2015, whereas two-thirds voted to repeal the constitutional ban on abortion in 2018. The Catholic Church has completely receded as a controlling drive, in no small half due to surprising revelations about abuse. How far has Eire come? In 2017, Leo Varadkar — the homosexual son of an Indian immigrant — grew to become Eire’s taoiseach, or prime minister.

Then: Northern Eire was engulfed in three a long time of the Troubles, a battle that claimed over 3,500 lives, most of them civilians caught in bombings, shootings, and political violence. This trauma spilled throughout the border, overshadowing every day life and straining each economies.

Now: For the reason that 1998 Good Friday Settlement, formally recorded crimes have fallen steeply — 2024–’25 noticed simply 95,968 offenses in Northern Eire, the second-lowest degree since 1998–’99. The border between the north and south, as soon as tense and hardened, is now all however invisible.

The Irish story of progress is hardly an unbroken one. The previous 70 years have seen booms adopted by busts — by no means extra so than after the 2008 international recession, which hammered the Irish economic system and led to widespread struggling. However even then, Eire proved much more profitable than a lot of its fellow European nations in bouncing again. That’s a part of the Good Information story — not ignoring the crashes, however holding them towards the long-term document of human progress. Eire’s story, with all its detours and its new issues in the present day, like a severe housing disaster, is a case research in precisely that.

A model of this story initially appeared within the Good Information e-newsletter. Enroll right here!

Noisy Bear Targets Kazakhstan Power Sector With BarrelFire Phishing Marketing campaign

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Noisy Bear Targets Kazakhstan Power Sector With BarrelFire Phishing Marketing campaign

A risk actor probably of Russian origin has been attributed to a brand new set of assaults concentrating on the vitality sector in Kazakhstan.

The exercise, codenamed Operation BarrelFire, is tied to a brand new risk group tracked by Seqrite Labs as Noisy Bear. The risk actor has been lively since a minimum of April 2025.

“The marketing campaign is focused in the direction of staff of KazMunaiGas or KMG the place the risk entity delivered a faux doc associated to the KMG IT division, mimicking official inside communication and leveraging themes akin to coverage updates, inside certification procedures, and wage changes,” safety researcher Subhajeet Singha mentioned.

The an infection chain begins with a phishing e mail containing a ZIP attachment, which features a Home windows shortcut (LNK) downloader, a decoy doc associated to KazMunaiGas, and a README.txt file with directions written in each Russian and Kazakh to run a program named “KazMunayGaz_Viewer.”

The e-mail, per the cybersecurity firm, was despatched from a compromised e mail handle of a person working within the finance division of KazMunaiGas and focused different staff of the agency in Could 2025.

The LNK file payload is designed to drop extra payloads, together with a malicious batch script that paves the way in which for a PowerShell loader dubbed DOWNSHELL. The assaults culminate with the deployment of a DLL-based implant, a 64-bit binary that may run shellcode to launch a reverse shell.

Audit and Beyond

Additional evaluation of the risk actor’s infrastructure has revealed that it is hosted on the Russia-based bulletproof internet hosting (BPH) service supplier Aeza Group, which was sanctioned by the U.S. in July 2025 for enabling malicious actions.

The event comes as HarfangLab linked a Belarus-aligned risk actor generally known as Ghostwriter (aka FrostyNeighbor or UNC1151) to campaigns concentrating on Ukraine and Poland since April 2025 with rogue ZIP and RAR archives which are aimed toward gathering details about compromised techniques and deploying implants for additional exploitation.

“These archives comprise XLS spreadsheets with a VBA macro that drops and hundreds a DLL,” the French cybersecurity firm mentioned. “The latter is accountable for gathering details about the compromised system and retrieving next-stage malware from a command-and-control (C2) server.”

Subsequent iterations of the marketing campaign have been discovered to put in writing a Microsoft Cupboard (CAB) file together with the LNK shortcut to extract and run the DLL from the archive. The DLL then proceeds to conduct preliminary reconnaissance earlier than dropping the next-stage malware from the exterior server.

The assaults concentrating on Poland, however, tweak the assault chain to make use of Slack as a beaconing mechanism and information exfiltration channel, downloading in return a second-stage payload that establishes contact with the area pesthacks[.]icu.

At the very least in a single occasion, the DLL dropped by the macro-laced Excel spreadsheet is used to load a Cobalt Strike Beacon to facilitate additional post-exploitation exercise.

“These minor adjustments recommend that UAC-0057 could also be exploring options, in a probable try and work round detection, however prioritizes the continuity or improvement of its operations over stealthiness and class,” HarfangLab mentioned.

Cyber Assaults Reported Towards Russia

The findings come amid OldGremlin’s renewed extortion assaults on Russian corporations within the first half of 2025, concentrating on as many as eight giant home industrial enterprises utilizing phishing e mail campaigns.

The intrusions, per Kaspersky, concerned using the carry your individual susceptible driver (BYOVD) method to disable safety options on victims’ computer systems and the professional Node.js interpreter to execute malicious scripts.

Phishing assaults aimed toward Russia have additionally delivered a brand new data stealer known as Phantom Stealer, which relies on an open-source stealer codenamed Stealerium, to gather a variety of delicate data utilizing e mail baits associated to grownup content material and funds. It additionally shares overlaps with one other Stealerium offshoot generally known as Warp Stealer.

In keeping with F6, Phantom Stealer additionally inherits Stealerium’s “PornDetector” module that captures webcam screenshots when customers go to pornographic web sites by protecting tabs on the lively browser window and whether or not the title features a configurable record of phrases like porn, and intercourse, amongst others.

CIS Build Kits

“That is possible later used for ‘sextortion,'” Proofpoint mentioned in its personal evaluation of the malware. “Whereas this function is just not novel amongst cybercrime malware, it’s not usually noticed.”

In current months, Russian organizations have additionally been on the receiving finish of assaults perpetrated by hacking teams tracked as Cloud Atlas, PhantomCore, and Scaly Wolf to reap delicate data and ship extra payloads utilizing malware households akin to VBShower, PhantomRAT, and PhantomRShell.

One other cluster of exercise includes a brand new Android malware that masquerades as an antivirus software created by Russia’s Federal Safety Providers company (FSB) to single out representatives of Russian companies. The apps carry names like SECURITY_FSB, ФСБ (Russian for FSB), and GuardCB, the final of which is an try and go off because the Central Financial institution of the Russian Federation.

First found in January 2025, the malware exfiltrates information from messenger and browser apps, stream from the cellphone’s digicam, and log keystrokes by looking for intensive permissions to entry SMS messages, location, audio, digicam. It additionally requests for operating within the background, system administrator rights, and accessibility companies.

“The app’s interface gives just one language – Russian,” Physician Internet mentioned. “Thus, the malware is totally centered on Russian customers. The backdoor additionally makes use of accessibility companies to guard itself from being deleted if it receives the corresponding command from the risk actors.”

How Kythera Labs, a Databricks Constructed-On Accomplice, saves $2M+/12 months utilizing Delta Sharing

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Healthcare methods generate huge quantities of delicate knowledge, however transferring, sharing, and analyzing that knowledge securely throughout organizations remains to be a significant problem. On this put up, we’ll take a look at how we at Kythera Labs use Databricks and Delta Sharing to handle greater than 300 million affected person data and assist collaborations throughout healthcare and life sciences. The weblog will cowl the sensible points with older knowledge‑sharing strategies, why we adopted Delta Sharing, and the influence it’s had on our storage prices, effectivity, and actual‑time collaboration.

Making Knowledge Work in Healthcare: Kythera’s Method

Kythera Labs is a knowledge expertise firm that empowers healthcare and life sciences organizations with a unified, high-fidelity healthcare knowledge platform for evaluation. As a built-on Databricks Accomplice, we selected Databricks and Delta Sharing not only for inside knowledge sharing but in addition to assist seamless knowledge change with exterior companions. Right now, greater than 80% of our clients use merchandise constructed on the platform. We additionally assist exterior collaborations, together with organizations like Precise Sciences, utilizing Delta Sharing throughout 50 lively buyer workspaces.

Why Delta Sharing?

Kythera Labs selected Delta Sharing to beat important challenges in securely sharing healthcare knowledge. With over 300 million affected person data spanning a decade of scientific historical past, conventional strategies required creating and transferring a number of full copies of datasets, driving storage prices into the lots of of hundreds of {dollars} and slowing supply.

Delta Sharing adjustments that by enabling safe, actual‑time entry to reside knowledge with out creating duplicate copies. As a substitute of storing and sustaining separate datasets for every companion or surroundings, we will share a single, ruled supply of reality straight. This method has allowed us to energy inside groups and exterior collaborations with simply 3.5 PB of storage, reasonably than the 20‑plus PB in any other case required.

One other complexity is assembly our clients the place they’re on the cloud. Healthcare suppliers usually function in Azure, whereas many pharmaceutical firms run on AWS or GCP. With out a expertise like Delta Sharing, delivering giant datasets throughout clouds would imply pricey transfers, complicated ETL work, and a number of stale copies scattered throughout clouds. With Delta Sharing, we will immediately present safe entry to the identical reside dataset — irrespective of the cloud — whereas sustaining compliance and eliminating pointless copies.

This not solely streamlines our inside workflows (transferring from improvement to testing to manufacturing with out re‑copying knowledge) but in addition makes it straightforward for patrons to behave sooner, like immediately updating a most cancers therapy mannequin with the latest knowledge.

Changing Legacy Approaches

Given the exponential progress in knowledge quantity and complexity, conventional knowledge sharing strategies like SFTP servers are not viable for contemporary wants. Shifting giant information forwards and backwards introduces delays, provides safety dangers, and requires storage of a number of redundant datasets.

Whereas APIs could possibly be a useful resource, they’re inadequate for sharing the huge oceans of knowledge that organizations like Kythera handle. Counting on APIs to share the immense volumes of knowledge we handle could be like attempting to fill a swimming pool with a backyard hose—it’s technically doable, however too sluggish and inefficient for our wants.

Operationally, we deal with 7–10 million transactions each day whereas making certain compliance by way of our customized “Vault Structure” constructed on Delta Sharing. Prospects profit from real-time updates through view sharing with out guide intervention.

By adopting Delta Sharing, we’ve utterly moved away from these legacy strategies and gained operational effectivity whereas enabling seamless collaboration throughout clouds and organizations.

Delta Sharing ROI

Delta Sharing has allowed us to get rid of legacy data-sharing strategies, lower storage wants by over 80%, and save greater than $2 million within the final 2 years. — Jeff McDonald, CEO, Kythera Labs

Delta Sharing helped Kythera lower storage wants from a projected 24 PB to only 3.5 PB. Over three years, storage demand dropped from 17 PB/month in 2024 to 12 PB/month in 2023 and 6 PB/month in 2022. These reductions add as much as thousands and thousands in financial savings. For context, giant pharmaceutical firms can spend as a lot as $14 million every month simply on storage.

Storage is simply a part of the story. The compute prices for performing the ETL copies could possibly be much more important, starting from equal to the storage financial savings to doubtlessly many occasions higher, relying on the use instances.

Yr Discount in storage wants AWS S3 Commonplace Value ( PB/month) Yearly Financial savings (50% storage low cost)
2024 17 PB/month $21K $2.1M
2023 12 PB/month $21K $1.5M
2022 6 PB/month $21K $0.75M
TOTAL   $4.375M

Key Takeaways

Delta Sharing has remodeled our data-sharing capabilities by lowering prices, bettering effectivity, and enabling real-time collaboration throughout clouds and organizations. The mix of Delta Sharing, Unity Catalog, and liquid clustering ensures scalability whereas sustaining compliance with healthcare knowledge requirements, exemplifying how open, fashionable knowledge platforms can revolutionize healthcare analytics.

Chat with knowledge the simple manner in R or Python

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Save the next code to app.py and launch the app with shiny run app.py. I ran it contained in the Positron IDE with the Shiny extension put in; VS Code ought to work the identical:

 import chatlas import querychat as qc import pandas as pd from shiny import App, render, ui from dotenv import load_dotenv from pathlib import Path load_dotenv() video games = pd.read_feather("games_py.feather") def use_openai_models(system_prompt: str) -> chatlas.Chat:    return chatlas.ChatOpenAI(        mannequin="gpt-4.1",        system_prompt=system_prompt,    )   querychat_config = qc.init(     data_source=video games,     table_name="video games",     greeting=Path("greeting.md"),     data_description=Path("data_dictionary_py.txt"),     create_chat_callback= use_openai_models  ) # Create UI app_ui = ui.page_sidebar(     qc.sidebar("chat"),     ui.output_data_frame("data_table"), ) # Shiny server logic def server(enter, output, session):     # This create a querychat object utilizing the configuration from above     chat = qc.server("chat", querychat_config)     #    chat.df() is the filtered/sorted reactive knowledge body     @render.data_frame     def data_table():         return chat.df() # Create Shiny app app = App(app_ui, server) 

You must now have a fundamental working Shiny app that solutions questions on NFL knowledge.

There’s much more you are able to do with these packages, together with connecting to an SQL database and enhancing the Shiny software. Posit CTO Joe Cheng, the creator of querychat, demo’d an expanded Python model as a full-blown querychat dashboard app. There’s a template for it within the Shiny for Python gallery:

Screenshot of the Python sidebot for querychat.

Sharon Machlis

There’s additionally a demo repo for an R sidebot you may run domestically by cloning the R sidebot GitHub repository. Or, you may study the app.R file within the repository to get concepts for a way you would possibly create one.