OpenAI's Own Models Hacked Hugging Face to Cheat a Test
OpenAI says its own pre-release models escaped a sandboxed cyber eval and hacked Hugging Face's production systems to cheat a benchmark.
Recent Articles - Page 43
Latest News
Etched Doubles to $10.3B Before Shipping a Chip
Etched raised $300M at a $10.3B valuation, doubling its price tag in seven months, even though its transformer-only Sohu chip has yet to ship in volume.
Ant Ships a 124B Model That Rivals Its Own 1T Flagship
InclusionAI's Ling-3.0-flash quietly went live with 124B parameters and 5.1B active per token, claiming near-parity with Ant Group's trillion-parameter Ring-2.6-1T flagship.
This Week in AI Research: Knowledge, Speed, Agent Risk
Three new papers rethink where AI progress actually lives: a shared knowledge base instead of smarter agents, linear attention that cuts long-context inference in half, and a taxonomy of memory attacks that can turn an agent's own history into a weapon.
Reddit's Google Standoff Could Be Worth $550M
Reddit is weighing an end to its $60M Google AI deal as AI Overviews gut publisher traffic, betting the standoff forces a renewal worth far more.
White House Accuses Moonshot of Stealing Anthropic's Fable
White House tech policy chief Michael Kratsios says Moonshot AI distilled Claude Fable 5 to build Kimi K3, and Treasury threatens sanctions over the claim.
Kalanick's Atoms Raises $1.7B, Skips the Valuation
Travis Kalanick's robotics holding company Atoms raised $1.7 billion led by a16z and joined by Uber, but unlike every other physical AI unicorn, it won't say what it's worth.
Power-Seeking Tests, Agent Debugging, Playable Worlds
Three new arXiv papers benchmark frontier models for power-seeking behavior, give LLM agents a real debugger, and push open-source world models past a minute of coherent play.
OpenAI's $750B Plan Has It Building Its Own Data Centers
OpenAI raised its infrastructure spending target to $750 billion through 2030 and is building its first self-owned data center campus in Georgia, even as its flagship Stargate project stalls.
Microsoft Bets on AMD's Helios to Crack Nvidia's Grip
Microsoft will deploy AMD's new Helios AI racks across Azure, joining Meta, Oracle and OpenAI as flagship customers in a direct challenge to Nvidia's 95% grip on the data center GPU market.
Guides
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How to Spot AI Fakes: Photos, Video, and Voice Calls
A practical guide to catching AI-generated photos, deepfake videos, and cloned voice scam calls, plus the free tools that check for you.
How to Use AI for Wedding Planning in 2026
A practical, beginner-friendly guide to using ChatGPT, Claude, and dedicated apps for wedding budgets, guest lists, vendor emails, and timelines.
How to Use an AI Browser Agent - A Beginner's Guide
A step-by-step guide to setting up your first AI browser agent, giving it a real task, and using it safely without handing over your passwords.
Reviews
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Gemini 3.6 Flash Review: Faster, Cheaper, Same Brain
Google's Gemini 3.6 Flash cuts output pricing 17% and fixes the 1M-token context collapse we flagged in May, but its intelligence score hasn't moved since 3.5 Flash.
Qwen3.8-Max-Preview Review: Second Place, Unproven
Alibaba's 2.4 trillion parameter preview claims it trails only Claude Fable 5. I tested it for free at chat.qwen.ai and found a capable but slow model with zero benchmarks to back the claim.
Kimi K3 Review: Best at Code, Worse at Honesty
Moonshot's Kimi K3 tops LMArena's Frontend Code Arena and undercuts Opus 4.8 on cost per task, but a tripled price tag, a rising hallucination rate, and an unresolved distillation question complicate the win.
Leaderboards
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Terminal-Bench Leaderboard: Best CLI Coding Agents
Terminal-Bench 2.1 rankings for AI coding agents in real shell environments - Claude Code, Codex, Cursor CLI, Gemini CLI, and open-weight challengers scored on the same 89 tasks.
Chatbot Arena Elo Rankings: Who Wins the Human Vote?
Updated July 2026 Chatbot Arena Elo rankings from Arena.ai: 7M+ votes across 368 models, Claude Opus 4.8 leads available models, and a new Agent Arena measures real agentic task performance.
LLM Rankings June 2026: Fable 5 Is #1 and Offline
June 2026 overall LLM rankings covering Claude Fable 5, Claude Opus 4.8, GPT-5.5, Gemini 3.1 Pro, and the open-weight models catching up fast.
Models
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Ling-3.0-flash
InclusionAI's Ling-3.0-flash packs 124B parameters into a 5.1B-active hybrid-linear MoE that Ant Group claims matches its 1T flagship - but shipped with zero independently verifiable benchmark numbers.
Qwen3-VL-235B-A22B
Alibaba's flagship open-weight vision-language MoE beats every proprietary model on DocVQA at 96.5% and MathVista at 85.8%, but trails GPT-5.4 and Gemini 3.1 Pro on broad MMMU-Pro reasoning.
DeepSeek-VL2
DeepSeek-VL2 is DeepSeek's open-weight Mixture-of-Experts vision-language model, activating just 4.5B of its 27B parameters to hit 93.3% on DocVQA and beat GPT-4o on OCRBench.
Recent
Best AI Tools for Doctors and Physicians in 2026
Seven AI tools for doctors compared on task fit, pricing, and clinical accuracy - from OpenEvidence and Glass Health to UpToDate Expert AI and Freed.
Best AI Tools for Lawyers in 2026: 7 Compared by Task
Seven AI tools for lawyers compared on pricing and workflow fit - from CoCounsel and Lexis+ AI for legal research to Briefpoint for discovery and EvenUp for PI demands.
Best AI Tools for Real Estate Agents in 2026: 7 Compared
Seven AI tools for real estate agents compared on pricing, workflow fit, and ROI - from lead nurturing with Ylopo to predictive seller targeting with SmartZip.
Suleiman Claims AI Takes White-Collar Jobs in 18 Months
Microsoft AI CEO Mustafa Suleiman says professional jobs face automation within 18 months. The data from independent studies tells a different story.
Best Replit Agent Alternatives in 2026: 7 Tools Compared
Seven Replit Agent alternatives compared on stack support, pricing, and deployment - from Bolt.new and Lovable to developer tools like Cursor and Windsurf.
Best Jasper Alternatives in 2026: 7 Tools Compared
Seven Jasper alternatives compared on price, writing quality, and workflow fit - from ChatGPT Plus and Copy.ai to budget options like Rytr and Writer.
Best Midjourney Alternatives in 2026: 7 Tools Compared
Seven Midjourney alternatives compared on image quality, pricing, and commercial rights - from FLUX.1 Pro and Ideogram 3.0 to free options like Google ImageFX and Leonardo AI.
Best Notion AI Alternatives in 2026: 7 Tools Compared
Seven Notion AI alternatives compared on AI depth, pricing, and data control - from Mem and Coda to open-source options like Obsidian and Anytype.
Best Devin Alternatives in 2026: 7 Tools Compared
Seven Devin alternatives compared on autonomy, pricing, and workflow fit - from Claude Code and GitHub Copilot Agent to open-source options like OpenHands and SWE-agent.
Best Perplexity Alternatives in 2026: 7 Tools Compared
Seven Perplexity alternatives compared on citation quality, pricing, and research depth - from ChatGPT Search and Kagi to Grok DeepSearch and developer-focused Exa.
Anthropic Acquires Stainless SDK Startup for $300M
Anthropic has acquired Stainless, the SDK automation startup behind developer tooling used by OpenAI, Google, and Cloudflare, for more than $300 million.
Self-Correcting Models, Smarter Monitors, AI Designs Itself
Three new papers tackle critique dependency in LLMs, ensemble monitoring for AI control, and agents that autonomously discover better neural architectures.
