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What Level of Quality Is Actually Achievable in LLM Projects? / Habr
I wrote the prompt in Russian. Two agents stopped searching for a solution online / Habr
The note works in any language.On the control stories, the note changed almost nothing: scores ranged from 40 to 45 out of 45 across all variants and in both languages.Translating the note made almost no differenceThe last two columns of the table are the same note in different languages. The task was still given in Russian. The translation scored 2 points higher than the original, with a range from minus 2 to plus 6. All configurations except GPT-OSS, wit
Attacks on AI Agents: Exploring the NIST Taxonomy Project / Habr
What attacks does NIST considerIn Chapter 4 on agentic systems, the authors examine attacks according to the stages of an agent’s operation, objectives, and attacker capabilities. An attacker may intervene in task formulation, planning, action execution, or the retrieval of tool outputs and the refinement of the subsequent plan.Among the attacker’s objectives, NIST identifies loss of availability, loss of integrity, disclosure of sensitive data, and the us
Brazilian Instagram co-founder now helps shape the direction of artificial intelligence - Olhar Digital
Everything about Artificial Intelligence see more When Facebook bought Instagram for US$1 billion in 2012, Brazilian Mike Krieger owned about 10% of the company he had created with American Kevin Systrom. More than a decade later, he is once again at the center of a multibillion-dollar technology battle, this time leading an Anthropic division dedicated to discovering what artificial intelligence (AI) can still offer.Krieger’s story in Silicon Valley began
Anthropic launches an AI-powered Excel rival; see how it works - Olhar Digital
Everything about Artificial Intelligence see more Anthropic announced on Tuesday (10) Claude Sheets, a spreadsheet tool that uses artificial intelligence (AI) to create, organize and edit documents. The new product puts the company in direct competition with Microsoft Excel and Google Sheets, but bets on integrating the Claude assistant to automate tasks and facilitate collaborative work.The launch is part of the expansion of Anthropic's productivity tools
Making up to $200 a month by renting his Mac to AI: two months later, the dream comes crashing down
Published on October 31, 2026 at 18:52 Comment 0 𝕏 Print © 01net This summer, renting out your Mac to artificial intelligence promised a welcome additional source of income. The company behind the project today warns its participants: the earnings are meager, and they will not increase for some time. Apple Mac mini M5 Pro View the technical specifications Launched in April by the American company Eigen Labs, Darkbloom offers Apple Silicon Mac owners the op
Anthropic no longer wants Claude to copy video games.
Published on November 2, 2026 at 2:00 PM Comment 0 𝕏 Print © Anthropic It has come to light that Anthropic has quietly updated its Claude chatbot to prevent it from copying video games. The company is seeking to protect itself against potential legal action from studios that could accuse it of intellectual property theft. Since the arrival of Claude Sonnet 5.5, everything is moving faster: this AI model does everything faster, more efficiently, and at a lo
Siri AI, “an AI that no one notices”: Apple’s new boss remains calm despite delays
Published on November 2, 2026 at 3:00 p.m. Comment 1 𝕏 Print © Apple Two months after succeeding Tim Cook, John Ternus is defending Apple’s pace in AI and says he is fully satisfied with it. A display of consistency that French iPhones, left without the new Siri, cannot verify. In an interview published this weekend, John Ternus summed up his doctrine in one phrase: Apple does not want “to deliver AI for the sake of AI”. The successor to Tim Cook, who has
Embodied intelligence goes global; rookies take flight first.
Editor | Red PandaCainiao Flies FirstIn the past, getting a parcel to the other side of the world faster might have cost a logistics company more than $100. Today, Cainiao can cut that figure in half while achieving three-day delivery worldwide.This is powered by a new efficiency lever—AI—as well as AI spending that is growing tenfold every year.On November 5, at the AI and Embodied Intelligence Industry Cooperation Conference held at Cainiao Hong Kong Sma
Standalone Nvidia Vera CPUs land in Oracle Cloud's multi-gigawatt deployment — our independent benchmarking of a local server reveals Vera's massive memory bandwidth lead over dual Xeon 6 server | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter Nvidia and Oracle have announced general availability of Nvidia’s Vera Rubin NVL72 rack and Vera CPUs on Oracle Cloud Infrastructure (OCI) Superclusters at Oracle AI World on Tuesday. The announcement comes hot on the heels of Google Cloud announcing general availability for Ve
Flock ignores Minnesota city’s orders not to reinstall AI surveillance cameras — citizens complain after spotting two cameras despite the city canceling its contract | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article 4 Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter Flock's AI surveillance cameras are continuing to cause controversy, this time in Dayton, Minnesota, where it is alleged that the company reinstalled two cameras despite express orders from the city not to do so. The city's local government posted on Facebook to explain, clai
A primer on key AI LLM concepts — KV cache, weights, quantization, and how inference actually works | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter As hardware for running local AI models continues to move to the forefront, such as Nvidia's RTX Spark, a new set of acronyms, definitions, and terminology is popping up. Given the pace of releases, we've put together a list of AI's new nomenclature to familiarize you with new
Anthropic's Claude AI blocks video game cloning and reverse-engineering — sweeping new restrictions also hit legitimate developers and basic troubleshooting tasks | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article 13 Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter Reverse-engineering games for converting them between systems is currently a hot topic, and it's getting messier by the day. According to multiple user claims, Anthropic's Claude Code and/or Opus 5.5 model are blocking attempts at innocuous reverse-engineering, including but
Open-source USB tool unlocks Nvidia's half-speed GPU AI limiter on Windows — lifts GPU's FP16 math performance up to 65%, UEFI unlocker covers RTX 20, 30, and 40-series desktops and laptops | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article 8 Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter A new open-source UEFI tool boots from USB and unlocks significant extra tensor performance on RTX 20, 30, and 40-series desktop and laptop GPUs, making the half-speed AI throttle hack a whole lot easier to try on Windows. No VBIOS flash or patched driver needed: the tool run
Amazon closes AI creator's account after he attempts to buy seven Nvidia DGX Spark mini-PCs — Epic CEO Tim Sweeney says his regular orders were canceled before arrival after he tried to buy two GPUs | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article 4 Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter AI creator Nick Saraev says on X that Amazon closed his account after he tried to buy seven Nvidia DGX Spark AI mini-PCs. The closure email cites a verification process and gives no reason. Epic CEO Tim Sweeney chimed in that his regular orders would go through, then get canc
Google reveals new Gemini 4 Carbon AI model, narrowly beating Claude Opus 5.5 — frontier AI model is also the least likely to hallucinate, benchmarks claim | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter Last week, Google released its latest AI model, Gemini 4 Carbon, topping intelligence rankings charts. The model has landed with a grander splash than most. As Artificial Analysis highlights, Gemini 4 Carbon is now the highest-ranked AI model on its latest Intelligence Index V5
India targets creating homegrown GPUs within 2 years and plans to commercialize indigenous SHAKTI and VEGA RISC-V processors — sees AI boom as a potential repeat of the Y2K opportunity for its IT industry | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article 7 Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter India wants to develop its own graphics processing unit (GPU) within the next two years as the country steps up efforts to build a domestic semiconductor industry and reduce its dependence on foreign chip suppliers, reports ETGovernment. The target was outlined by S.Krishnan,
Linus Torvalds says that AI fixes drove most of the progress in latest Linux kernel — BPF saw more AI-written fixes than bug reports, possibly indicating a tidal shift for open-source maintainers tired of flood of junk reports | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article 6 Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter Most open-source projects have meager resources, and the inrush of AI-provided bug reports and "fixes" has been a bane on their respective maintainers. However, the Linux kernel is well-manned, and code for it generally has a higher barrier to entry than in other places. Linu
Going deep on local AI performance benchmarking with Apple’s Mac Studio with M5 Ultra taking on Nvidia DGX Spark — inference engine recipes mandatory for bigger models as MLX stack matures | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter Apple’s updated Mac Studio with the M5 Ultra SoC has already proven itself as one of the most powerful systems around, thanks to its 36-core CPU and 80-core GPU with Neural Accelerators for the matrix math operations that drive AI compute. Beyond that raw power, options for up
Best RAM bundle deals 2026 – make PC builds and upgrades more affordable with the best memory combo deals available | Tom's Hardware
Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Email Share this article 0 Join the conversation Add us as a preferred source on Google Newsletter Subscribe to our newsletter Best RAM bundle deals (Image credit: Newegg) RAM bundles have turned out to be the best option to get reasonably-priced RAM during the ongoing pricing crisis. It's the Amazon Big Deal Days 2026 sales event this week, running from October 6 to 7, so this could be a good time t