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 10
Latest News
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.
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.
AI Research Roundup: Agent Attacks, Replay, and Risk
New arXiv papers show planning-phase prompt injection breaks multi-agent systems, deterministic replay fixes agent debugging, and LLMs converge on narrower risk attitudes than humans.
Trump's AI Safety Agency Loses Its Third Boss in a Year
Chris Fall resigned as CAISI director after three months, the third AI policy leadership departure since March, while the agency built to test frontier models sits outside the White House's new Gold Eagle cyber program.
Anthropic's $1.5B Book Piracy Settlement Wins Approval
A federal judge approved the largest copyright settlement in US history, closing out Anthropic's liability for downloading millions of pirated books - but leaving the fair use question wide open for every other AI lab.
MCP Drops Sticky Sessions to Scale Like the Web
The next Model Context Protocol spec removes session IDs and the initialize handshake entirely, letting MCP servers run behind ordinary round-robin load balancers for the first time.
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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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.
Qwen2.5-VL-72B-Instruct
Alibaba's dense 72B vision-language model tops the open-weight DocVQA leaderboard at 96.4% and remains the default self-hosted choice for document and chart understanding.
Recent
Lovable Eyes $13.2B Valuation, Up 7x in One Year
Swedish vibe-coding startup Lovable is in talks to raise $300M at a $13.2B valuation - a sevenfold jump from its $1.8B Series A just twelve months ago.
Best AI for Creative Writing - July 2026
Claude Fable 5 tops EQ-Bench Longform at Elo 2189 while GPT-5.5 leads the Mazur Writing Benchmark, reshaping the creative writing model rankings in July 2026.
GPT-Live-1
OpenAI's full-duplex voice model that listens and speaks simultaneously, replacing Advanced Voice Mode in ChatGPT with three reasoning tiers backed by GPT-5.5.
OpenAI Launches GPT-Live, Bets Voice Beats Text
OpenAI launched GPT-Live-1 and GPT-Live-1 mini on July 8, replacing Advanced Voice Mode and making an explicit bet that voice will become AI's primary interface.
How AI Agents Break - Plus Fixes for Memory and Tools
Three arXiv papers map how LLM agents fail across 19 benchmarks, show in-process memory cuts retrieval latency 1,000x, and reveal steering vectors that control tool invocation.
Best AI Web Scraping Tools 2026 - 6 Tools Ranked
Firecrawl, Crawl4AI, Apify, Jina Reader, ScrapeGraphAI, and ScrapingBee compared by speed, cost, and LLM-readiness.
Prime Intellect Raises $130M to Break AI Vendor Lock-In
Prime Intellect closed a $130M Series A at a $1B valuation, giving enterprises compute, RL training, and evaluation tools to build their own AI agents without relying on frontier labs.
SambaNova Banks $1B as Firms Move AI Off the Cloud
SambaNova closes a $1B Series F at $11B valuation with JPMorgan Chase as its flagship on-premises inference partner and SN50 chips due in H2 2026.
ZML Ships a Free LLM Server That Runs on Any Chip
ZML's LLMD inference server runs Llama, Qwen, and Mistral on Nvidia, AMD, TPU, Apple Metal, and Intel Arc from a single binary - for free.
SK Hynix Nasdaq IPO: $28B HBM Bet Prices Thursday
SK Hynix's $28B Nasdaq IPO prices Thursday, putting the dominant supplier of AI high-bandwidth memory in reach of US investors for the first time.
UN AI Governance Forum: Bengio Warns of Catastrophic Risk
The UN's first all-nations AI governance dialogue opened in Geneva with Turing Award winner Yoshua Bengio warning that science cannot guarantee AI won't cause catastrophic harm.
Research Replication, Safe Responses, Verifiable Reasoning
Three new papers tackle AI verification from different angles: automated scientific replication, constructive safety alignment, and neurosymbolic reasoning programs.
