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 40
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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AlayaWorld
AlayaWorld is a 15B open-weight video diffusion world model from Alaya Lab that sustains interactive, camera-controllable environments past 60 seconds.
Gemini 3.6 Flash
Google DeepMind's workhorse Flash model cuts output tokens 17% versus Gemini 3.5 Flash, drops output pricing to $7.50/M, and cuts DeepSWE task tokens by 65% while trailing GPT-5.6 Luna and Grok 4.5 on raw coding scores.
DeepSeek-R1
DeepSeek-R1 is the 671B-parameter open-weight reasoning model that matched OpenAI o1 on math and coding benchmarks and triggered a $589 billion single-day drop in Nvidia's market cap in January 2025.
Recent
Notion AI vs Mem AI: Which Note App Wins in 2026?
Notion AI and Mem AI take opposite approaches to knowledge work. Here is which one actually delivers in 2026 - and who should use each.
Switching from ChatGPT to Claude
A practical guide to switching from ChatGPT Plus to Claude Pro in 2026, covering Opus 4.7's 1M context window, the new $100 ChatGPT Pro tier, voice mode on both platforms, and the June 15 agent billing split.
Midjourney vs FLUX 2026: Which AI Image Generator Wins
A direct comparison of Midjourney V8.1 and FLUX.2 across image quality, pricing, API access, and licensing - with real benchmark numbers.
Stable Audio 3.0 Ships Open Weights, 6-Min Songs
Stability AI releases Stable Audio 3.0 as a four-model family with a new SAME autoencoder, open weights for three of four variants, and tracks up to 6 minutes 20 seconds - while Suno and Udio face ongoing copyright lawsuits over their training data.
Gemini 3.5 Flash Review: When Flash Surpasses Pro
Gemini 3.5 Flash leads on agentic benchmarks, runs 4x faster than Claude and GPT-5.5, and undercuts both on price - but a hidden long-context weakness and a 3x price hike over its predecessor deserve scrutiny.
Gemini 3.5 Flash
Google DeepMind's fastest frontier model, hitting 76.2% on Terminal-Bench 2.1 and 289 tok/s, now powering AI Mode in Search for over 1 billion monthly users.
Google Search Gains AI Agents, Hits 1 Billion Users
Google's AI Mode reached 1 billion monthly users at I/O 2026, as the company announced information agents, agentic booking, and generative UI set to transform Search this summer.
GitHub Copilot vs Cursor - Full 2026 Coding Showdown
A full comparison of GitHub Copilot and Cursor in 2026 - pricing, benchmarks, agent mode, and which one belongs in your workflow.
Chrome Ships WebMCP - Every Website Becomes an AI Agent Tool
Google shipped WebMCP as an early preview at I/O 2026, a proposed open web standard that lets websites expose structured tools to browser-based AI agents without DOM scraping or fragile visual automation.
Dell Brings OpenAI Codex On-Prem as AI Workloads Quit Cloud
Dell Technologies World 2026 centers on sovereign AI: OpenAI Codex, Google Gemini, Grok, and Palantir are all coming on-prem via Dell AI Factory, alongside new PowerRack hardware deployable in 6.5 hours.
Perplexity vs ChatGPT Search 2026
Perplexity vs ChatGPT for search and research in 2026: real-time citations, Deep Research speed, pricing tiers, and which tool fits which workflow.
Devin vs Cursor: Coding Agent Comparison 2026
Devin vs Cursor in 2026: autonomous AI engineer vs AI-powered IDE - pricing, benchmarks, real-world ACU costs, and which fits your team's workflow.
