A Memory Shortage Triggered $950B in AI Deals
Nvidia, SK Group, Samsung and Broadcom signed close to a trillion dollars in AI chip and memory deals in San Francisco, and the memory shortage behind them means someone outside the room ends up paying.
Recent Articles - Page 126
Latest News
One Line Failed. 3GW of Data Centers Panicked the Grid
A single transmission line fault near Virginia's data center alley triggered a synchronized 3-gigawatt disconnect that took PJM 11 minutes to stabilize, twice as bad as a similar 2024 event.
Hugging Face Wants OpenAI's Logs and $100 Million
Hugging Face CEO Clement Delangue is publicly pressing OpenAI to release the rogue agents' execution traces and fund $100 million in shared cyber defenses.
AI Security Research and Incident Coverage
Tracking AI supply-chain attacks, agent exploits, prompt injection, model leaks, and the real-world incidents shaping AI security today.
A Memory Shortage Triggered $950B in AI Deals
Nvidia, SK Group, Samsung and Broadcom signed close to a trillion dollars in AI chip and memory deals in San Francisco, and the memory shortage behind them means someone outside the room ends up paying.
A 35B Model That Runs on Your Phone Was Bred, Not Trained
VIDRAFT compressed its leaderboard-climbing Darwin-36B-Opus into POCKET-35B, a GPU-free model for phones and CPUs, but its headline GPQA score depends on how you count.
Cognition Buys Poke to Make Devin Feel Human
Cognition paid a low nine-figure sum for texting assistant Poke, its second acquisition in a year, betting that how an AI agent talks matters as much as what it can do.
A Kill Switch Bill Lands Days After State Denied One
A bipartisan House bill would force AI companies to build government shutdown capability, a week after a State Department cable told diplomats no such 'kill switch' exists.
Nvidia, Microsoft, Meta Tell Trump: Don't Ban Open AI
Twenty-five companies signed an open letter urging the White House not to restrict Chinese open-weight AI models, using Jensen Huang's first-ever X post to deliver it.
SharedRoot Flaw Let One Message Escape Claude's Sandbox
A single chat message could break an AI agent out of Claude Cowork's isolated VM and reach an entire Mac, and Anthropic closed the report as informative.
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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Devin Desktop Review: Windsurf Becomes an Agent Hub
Cognition rebranded Windsurf as Devin Desktop and rebuilt it around a Kanban board for managing fleets of coding agents - here's what that actually changes.
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.
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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POCKET-35B
VIDRAFT quantizes its Darwin-36B-Opus MoE model into a 35B GGUF that runs on stock llama.cpp with no GPU, trading GPQA Diamond score for CPU and phone portability.
Claude Opus 5
Anthropic's July 2026 release prices near-Fable-5 coding and agentic performance at Opus 4.8 rates, doubling Frontier-Bench scores and landing within 0.5 points of Fable 5 on CursorBench at half the cost.
SWE-1.7
Cognition's proprietary coding model powering Devin, scoring 42.3% on FrontierCode 1.1 Main at $1.97/task via Cerebras inference at 1000 tokens/sec.
Recent
DeepSeek Locks Nvidia and AMD Out of V4 - Gives Huawei a Head Start
DeepSeek has denied Nvidia and AMD pre-release access to its upcoming V4 model while granting Huawei and domestic Chinese chipmakers a multi-week optimization window, signaling a strategic pivot toward building a parallel AI software ecosystem on Chinese silicon.
AI Research Roundup: Agent Behavioral Contracts, Autonomous Memory, and Certified Circuits
Three new papers tackle agent reliability through formal contracts, active knowledge acquisition for memory systems, and provably stable mechanistic interpretability.
Aider Review: The Terminal Coding Agent That Trusts You to Pick Your Own Model
A hands-on review of Aider, the open-source terminal-based AI pair programming tool with git-native workflow, architect/editor mode, and support for 100+ languages across any LLM provider.
Amazon Q Developer Review: AWS's AI Coding Bet Pays Off - With Caveats
A thorough review of Amazon Q Developer - AWS's AI coding assistant with deep cloud integration, agent mode, and a generous free tier, tested against the competition.
Seedance 2.0 Review: ByteDance's Video Generator Has Hollywood Running Scared
A hands-on review of Seedance 2.0, ByteDance's AI video generator that produces photorealistic 15-second clips with synchronized audio - and has triggered cease-and-desist letters from the Motion Picture Association.
Manus AI Review: The Autonomous Agent That Seduced Meta for $2 Billion
A hands-on review of Manus AI - the autonomous agent platform that topped GAIA benchmarks, got acquired by Meta for $2 billion, and still can't reliably handle your credit card.
Suno Review: AI Music Generation Grows Up - But Can It Go Pro?
A hands-on review of Suno, the AI music generator with a $2.45B valuation, Warner Music deal, and a new DAW - testing whether it lives up to the hype for creators and professionals alike.
Google Absorbs Its Robotics Moonshot Intrinsic - Physical AI Just Got a Corporate Home
Alphabet folds robotics software company Intrinsic into Google after five years as an independent moonshot, giving it access to Gemini models, DeepMind research, and Google Cloud - plus a Foxconn joint venture building AI-driven factories.
v0 Review: The Best AI UI Builder for React - If You Can Stomach the Credits
A hands-on review of v0 by Vercel - the AI-powered UI builder that generates production-ready React and Next.js components from text prompts, with best-in-class design quality but a credit system that punishes power users.
Lovable Review: The Vibe Coding Rocket Ship That Needs Better Guardrails
A hands-on review of Lovable, the viral AI app builder that turns natural language into full-stack React apps with Supabase backends - fast, polished, and dangerously insecure by default.
n8n Review: The Open-Source Automation Platform That Makes AI Workflows Actually Work
An in-depth review of n8n, the fair-code workflow automation platform with native AI agent nodes, 400+ integrations, and self-hosting that is replacing Zapier for technical teams at a fraction of the cost.
Cline Review: The Open-Source Coding Agent That Lets You Pick Your Own Brain
A hands-on review of Cline, the open-source VS Code coding agent with 5M+ installs that works with any model - from Claude to local LLMs - and gives you full agentic capabilities without vendor lock-in.
