AI novinky

Writing code got faster. The work around it didn't. See how you can plan, write code, review changes, and investigate production issues with GitHub Copilot, and what work still needs your judgment. The post Beyond code generation: A…

Amazon SageMaker Inference now supports GPU partitioning with NVIDIA Multi-Instance GPU (MIG), which divides one GPU into hardware-isolated partitions so you can run a different model in each or take a right-sized fraction of a newer…

As we built Amazon Quick, its agents grew from answering questions to taking actions, and the same primitives kept getting rebuilt under different names. This post shares the taxonomy we converged on — triggers, agents, capabilities, and…

Learn how to build a serverless Model Context Protocol (MCP) server on Amazon ECS with AWS Fargate that gives AI agents secure, metadata-driven access to an enterprise data lake. Exposing a new dataset requires only a JSON file, with no…

In Part 1 you built one governed agent. Part 2 scales the pattern to an enterprise: Amazon Bedrock AgentCore Gateway becomes the single front door and redeems Okta's grant, Cedar policies bind each tool to the agent, a second agent runs…

An AI agent that acts for a user raises an identity question that per-app OAuth and service accounts leave open: which agent may act for which user, and how you stop it. In this first post of two, you build a task agent on Amazon Bedrock…

Greenlight Financial resolves more than 90% of up to 4,000 monthly security and risk cases without human intervention using Luna, a tiered multi-agent system on Amazon Bedrock AgentCore. This post covers the architecture, episodic memory…

A year ago, NVIDIA open sourced its Aerial wireless software, joining Sionna and a broader suite of open source tools for accelerating next-generation 6G network development. Together, they give researchers a foundation for testing ideas,…

AI agents do more than generate answers. They search for information, query databases, write and test code and take action. Each of those steps relies on a CPU, with agents moving between GPU reasoning and CPU execution throughout a task.…

OpenAI is partnering with Hacktron to find vulnerabilities, test connections with third-party services, and strengthen defenses with frontier AI.

OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science.

Cult.fit is using Codex to help teams across functions build tools, move faster, and change how work gets done.

For Claude to learn from experience, it has to decide what’s worth remembering before it knows what’s next. Here’s how “dreaming” helps it organize memory and correct mistakes.

AI agents act for millions, but servers see intermediaries that strip user visibility. This post defines the problem space and introduces a collaborative approach to safely identifying, allowing, and managing this automated traffic.

Personal AI agents have changed how users interact with the web, blurring the lines between automated and human traffic. Learn how Cloudflare gives site owners visibility and control to manage personal agent access.

Build and deploy enterprise agents, workflows and apps faster with Mistral Studio and Le Chonk full control over your models, data and infrastructure.

Facebook Feature Framework (F3) is Meta’s framework for authoring, compiling, and serving the machine learning features underlying ads ranking models, where a single request can require more than 20,000 features. We first presented F3 at…

Over the last year we’ve been sharing our work leveraging large language models to catch bugs on the fly — a novel approach we call Catching Just-in-Time Tests (JiTTests). Now, we’re sharing the results and positive impact we’ve seen with…

This post describes the next generation of Meta Andromeda, Meta’s personalized ads retrieval engine, and how co-designing the model, system, and GPU hardware unlocks a new efficiency frontier for ads retrieval. In production, the system…

This latest deep dive into Meta’s Privacy Aware Infrastructure (PAI) takes a look at PrivacyLib. A privacy requirement must hold as data moves through Meta’s diverse data and processing systems. Historically, supporting a new requirement…

The 2026 Python Typing Survey received 1,794 responses. Type hint use changed little across three years, but checker selection changed sharply. Among respondents who reported which checkers they use, half selected more than one, and…

At the 2026 Open Compute Project (OCP) Global Summit, Meta shared the networking innovations that are directly supporting our latest AI models, including Muse Wonder and Muse Spark, and our gigawatt-scale Prometheus cluster. Highlights…

Health & Bioscience

Data Mining & Modeling

AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer…

Around 7PM each weeknight, I find myself standing in front of the fridge, trying to decide on something for dinner that won't make my husband complain, "Chicken again?" Yes, I should meal plan more, but I don't, so this is where I'm at. A…

Concerns are being raised that neither the Commerce Department nor Nvidia are doing their due diligence when it comes to vetting Chinese firms cleared to handle the company's H200 AI chips. According to The New York Times, New Matrix is…

Today, I’m talking with Alex Stamos, chief security officer at Cognition and longtime cybersecurity expert, about what a mess cybersecurity is right now. This episode is part one of a special series looking at AI in real life. I’ve always…

OpenAI is now valued at $1.25 trillion in a new round of funding that has raised another $11 billion, according to Bloomberg. That would make it one of the world's most valuable companies, not long after raising $122 billion from…

China's intelligence agency recruited Megaspeed executive Alice Huang to spy on Nvidia CEO Jensen Huang, according to The New York Times. The Ministry of State Security (MSS) enlisted her to glean information about American AI chips and…

When Irene moved to San Francisco last year, she started using dating apps as a way to meet new people, get to know her new city, and connect with others who care about the things she does. After the 25-year-old analyst downloaded Hinge…

The deal highlights the challenges of developing massive AI data centers.

OpenAI has reportedly raised an additional $11 billion as part of a funding round that hasn't closed yet but is expected to in the coming weeks.

Security researchers found hundreds of servers hosting the penetration testing tool Artex exposed to the internet, allowing anyone access to the hacking tool.

Meta's Muse agents continue to get new features and integrations. Spaces promises to be a new way to interact with the AI helpers.

Democrats’ historic victories in this week’s U.S. midterm elections could also transform the tech industry. The public voted on 41 data center-related ballot measures on Tuesday — in all but one, the majority voted to impose more…

Democrats’ historic victories in this week’s U.S. midterm elections could also transform the tech industry. The public voted on 41 data center-related ballot measures on Tuesday — in all but one, the majority voted to impose more…

Meta won't force Facebook page owners to allow AI training on linked content.

A former Rockstar tech director thinks the developer is facing new time pressures.

Google is technically offering schools more choice but not the choices anyone wants.

Bitter energy drinks turned out to be ChatGPT-steered poisoning, lawsuit says.

I’m not the sort of person who typically pays for a house cleaner. I’m too frugal, and I kind of enjoy putting on a podcast and going to town on my tub with a Magic Eraser. But when I saw an X post about a new humanoid-robot cleaning…

Texas is the fastest-growing data center market in the US and ground zero for Big Tech’s largest AI buildouts. But the blue wave that swept the Lone Star State may jeopardize that position. Democrat James Talarico won the US Senate seat…

A sales representative asks an AI agent for customer pricing, and the agent pulls data from multiple sources: restricted pricing systems, internal communications, and archived quotes. The output looks accurate to the agent, so a second…

PLUS: Cybertruck out, Cybercab in

PLUS: Use AI to find a job and prepare to get hired

Our first open model economy research note for paid subscribers.

Last week coined the term “Black October“ after an onslaught of critical vulnerability disclosures, including PHP2Shell and a long-standing GitLab bug, signified the moment when the cyber risks of AI models started to materialize.

What do LLMs think about vision models?

Over 11 hours of coding videos on evaluation, inference-time scaling, reinforcement learning, and distillation, with Python and PyTorch.

A Visual Guide to RNNs, CNNs, Transformers, and Calibration, with Hands-On Experiments on Accuracy and Efficiency

November 6, 2026 — ARC Prize tests Inkling 2 Small, and Thinking Machines explains how it caught early checkpoints bypassing guardrails.

As systems biology efforts heat up to map biology at higher resolution, greater breadth and more modalities, Fabian Theis is pushing the frontier from mapping to predicting to controlling biology

November 5, 2026 — Inside Inkling 2 Small’s training run and METR’s study of AI research at Anthropic.

For a while, UK AISI, Redwood Research and others have been concerned specifically with the possibility that AIs would sabotage safety research, and have invested in looking for signs that this may be happening.

Anthropic is warning us.

The products aren't good enough to sell people on the costs. You cannot tell people that you have to listen to the whine of a data center in their backyard for AI overviews and some of the most hilarious deep fake slop in history. It's…

I noticed that it has native image and video generation. submitted by /u/Consistent_Berry_324 [link] [comments]

This is a significant speedup for MoE offloading (low VRAM people). I tried Strata once, and it had some tuning mechanism, so probably this is a similar idea. submitted by /u/jacek2023 [link] [comments]

Parallel speculative drafting generates multiple candidates in one backbone pass, but independent token selection can produce inconsistent continuations that shorten the accepted prefix. Existing methods mostly leave conditional decoding…

My favourite use case for local LLMs is running my homelab, because everything stays private (and it helps me justify the GPU lol) I wanted one dashboard to help me manage all of my services, so I made Valet. Live demo:…

I fine-tuned LFM3-1.7B to do one job: take a factual question, call web_search once, and answer with a short value, a word-for-word quote and the URL. If the results don’t contain the answer, it says “Not found in the search results.”…

Sometimes I am tempted to use none reasoning level in agentic tasks to save time, but I am always kinda scared to do so. I have only ever used llm with reasoning and with medium at the lowest. Anybody have a lot of experience using none…

Majitel rožnovské továrny na čipy kupuje za 17 miliard korun firmu, která ho dostane přímo k AI čipům. • Tržby z AI datacenter mají Onsemi do konce dekády vynést přes tři miliardy dolarů ročně. • Osud plánované investice za 44 miliard…

Algoritmy dokážou z jediné fotografie tváře odhadnout šanci na přežití • Starší vzhled pacienta oproti skutečnému věku zvyšuje riziko úmrtí • Novou metodu je nutné ještě důkladně ověřit na rozmanitější populaci

Chytrý plyšák reagoval na zvídavý dotaz varováním před sebepoškozováním • Zmatená umělá inteligence nedokázala správně pochopit položenou nevinnou otázku • Odborníci žádají prověření bezpečnosti všech podobných chytrých dětských hraček

Hackeři přenastavili mrazáky francouzské krevní banky z −30 °C na 110 °C • Noční technik včas zasáhl a zachránil veškeré zásoby krevní plazmy • Pachatelé jsou neznámí a případ vyšetřuje kyberbezpečnostní agentura

Na připojení k elektrické síti se čeká roky, stejně tak na turbíny. AI datacentra proto sahají po motorech z boeingů. Sází na ně i Elon Musk. Článek AI je nenasytná, tak ji začínají pohánět vyřazené letecké motory. Jsou sice špinavé, ale…

Nemocnice České Budějovice zavedla do praxe virtuální asistentku MERIE, kterou vyvinul člen České asociace umělé inteligence – společnost Datlowe. Podle interního srovnání […] Článek Nemocnice České Budějovice: S AI asistentkou posoudí…

S nějakým druhem postižení žije na světě 1,3 miliardy lidí. Bryce Johnson, přední odborník Microsoftu na inkluzivní design a spoluvynálezce oceňovaného ovladače […] Článek Technologie, které se přizpůsobí člověku, ne naopak.…

Článek pro vás zpracoval Michal Martoch, CEO a spoluzakladatel PeopleBoard.ai Debata o umělé inteligenci ve firmách se pořád velmi často točí kolem […] Článek Od workforce k work: AI nemění jen počet lidí. Mění samotnou práci. se nejdříve…

Minulý týden otřásl weby světových i českých úřadů v základech. Umělá inteligence objevila mezeru v technologii, kterou používá většina webových stránek. Co […] Článek AI vs. AI: Co nás naučila chyba v PHP, kvůli které zhasly weby úřadů…

Brno hostí dvoudenní konferenci MAIDAY zaměřenou na praktické využití AI. Nabídne desítky přednášek, workshopů a diskusí v několika sálech současně. Organizátoři očekávají […] Článek Nová konference MAIDAY ukáže, jak AI využít napříč…

Firmy dnes rády do světa hlásí, kolik jejich zaměstnanců už využívá AI. Monika Frintová, CEO společnosti IPEX, v tom ale žádný důkaz […] Článek Jak poznat, že AI vašim lidem opravdu pomáhá? Monika Frintová (CEO IPEX) o falešných metrikách…

Markus Persson na internetu známý jako Notch v roce 2014 za 2,5 miliardy dolarů prodal Microsoftu svojí hru Minecraft, dlouholetý fenomén. Persson si od té doby užívá bohatství, které ne vždy zvládá, a stal se poměrně kontroverzní…

OpenAI našlo 948 lokálních eskalací práv v linuxovém jádře

Sam Altman chce vaše RAMky. Raspberry Pi a grafiky zase zdražují. Google v propadu kvůli AI. AMD překonává Intel. Zprávy z technologií, každý pátek na Lupě.

Firmy někdy narážejí na nový problém: místo konverzace s lidmi je byznysplán nutí bavit se s AI agenty. Co se stane, když lidem vysílají požadavky agenti jiných lidí? A jak se v tomto prostředí obchodně funguje?

Před rokem pár stovek milionů, dnes skoro dvě miliardy. Česká firma Apify se se správným nastavením nachází ve správném čase na správném místě.

Anthropic reaguje na rostoucí vlnu videoherních AI klonů a automatizované dekompilace, zároveň však otevírá otázku, kde končí inspirace a začíná porušování autorských práv.

Nový malware Volta-Autodoxer nejenže krade citlivá data, ale pomocí umělé inteligence také sestavuje profily obětí a hodnotí jejich atraktivitu pro další útoky.

Google ve spolupráci s japonskou Národní policejní agenturou a bezpečnostními firmami Lumen, Human Security, Plume, Synthient a TrendAI minulý týden rozbil backdoor XCPE, který zapojil do botnetu přes 1,3 milionu set-top boxů.

Máte otevřené tři sessions v Claude Code a pořád přenášíte výstupy z jednoho do druhého? Nemusíte. Session si umí poslat zprávu samy a Claude umí sám poznat, že by měl. Funkce je v Claude Code od srpna, ale spousta lidí se o ní dozvídá až…

Představte si, že by se kontrolovalo, jestli zákony splnily to, co slibují. Přesně takovou službu jsme spustili. A kromě řady novinek ze světa AI vás také srdečně zvu na listopadové Vibecoding Talks.