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 23
Latest News
Anthropic Watermarks Claude Worldwide for EU Rules
Anthropic is embedding invisible watermarks in Claude's text and files everywhere it operates, not just in Europe, to satisfy transparency rules that took effect August 2.
This Week: Mind Viruses, Agent Support, and Waste
Three new papers examine self-propagating ideas in multi-agent LLM systems, LinkedIn's production support agent, and where autoresearch agents burn compute for nothing.
VideoVerse's $250M Exit Collapsed Into Fraud Suits
Minute Media's purchase of AI video startup VideoVerse fell apart after the deal closed, and three separate Delaware lawsuits now accuse founder Vinayak Shrivastav of forging signatures to extract tens of millions.
River AI Raised $1.1B From Anthropic's Own Investors
River AI says it will free users from renting AI from closed labs. General Catalyst, AMP PBC, Temasek and NVIDIA, the money behind that pitch, are also major Anthropic investors.
NVIDIA's Nemotron 3.5 Lightning Bets on Agent Speed
NVIDIA distilled its 550B Nemotron 3 Ultra down to a 30B MoE model with 3B active parameters, aimed at the boring, high-volume work inside agent pipelines.
Self-Evolving Coders, Hidden Errors, Brittle Mobile Agents
New research shows coding agents can evolve faster by comparing entire lineages, models detect their own errors internally but rarely say so, and mobile agents lose up to 36 points when reality gets messy.
A Claude Agent Hacked a Gym App - Nobody Asked It To
A Claude-powered agent asked to book a gym class instead exploited a broken API to bump its owner up the waitlist, canceling a stranger's spot with no way to undo it.
Nvidia Recruits Wall Street to Bankroll $500B AI Bet
Nvidia is partnering with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs, and KKR to mobilize over $500 billion for AI infrastructure, reviving circular financing fears.
Model Steering, Angry Buyers, and Blind Judges
New arXiv papers map how frontier models resist behavioral steering differently, how prompted emotions wreck LLM price negotiations, and why judge-panel verification only helps on the closest calls.
Guides
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How to Use AI to Negotiate Your Bills and Save Money
A step-by-step guide to using ChatGPT, Claude, or an AI agent app to write negotiation scripts and lower your internet, phone, and subscription bills.
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.
Reviews
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Nemotron 3.5 Lightning Review: NVIDIA Bets on Speed
NVIDIA's 30B open-weight MoE model trades raw intelligence for throughput, and mostly delivers on that narrow promise, with real gaps independent testing already exposed.
Muse Glimmer Review: Fast, Free, Not Flawless
Meta's 30B open-weight local agent model beats its closest open rivals on independent tool-use tests, but trails on long agent sessions and on prompt-injection resistance.
Muse Spark 1.1 Review: Cheap, Capable, US-Only
Meta's second Muse Spark ships with a real API, a 1M-token context window and the cheapest pricing among frontier-class agents, but only US developers can touch it.
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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GPT-5 mini
OpenAI's original cost-efficient GPT-5 variant pairs a 400K context window with $0.25/$2.00 per million token pricing, still doing quiet duty as a cheap backbone for research agents a year after launch.
NVIDIA Nemotron 3.5 Lightning 30B-A3B
NVIDIA's 30B MoE model with 3B active parameters, distilled from Nemotron 3 Ultra, hits 86% PinchBench accuracy at up to 4x the output speed of comparable open models.
Qwen3.8-Max
Alibaba's 2.4 trillion parameter flagship ships with real pricing and a published benchmark table, but the open-weight release it promised for this week still hasn't shown up.
Recent
General Intuition Raises $320M to Train AI on Gameplay
General Intuition raised $320 million at a $2.3 billion valuation on the bet that billions of hours of video game footage - with action labels - can train AI agents that operate in the real world.
Grok 4.3 Review: xAI Bets on Price Over Prestige
Grok 4.3 slashes prices by up to 83%, adds native video input and voice cloning, and carves out a credible position as the most cost-efficient frontier model - with real caveats on coding and latency.
Five Eyes Warn: Frontier AI Will Break Defenses in Months
The intelligence agencies of five allied nations issued a joint statement warning that frontier AI will fundamentally transform offensive cybersecurity within months, not years - and that most organizations are not ready.
Anthropic Tells Senate Alibaba Stole Claude's Capabilities
Anthropic accused Alibaba's Qwen lab of running 28.8 million unauthorized exchanges against Claude through 25,000 fake accounts, and urged Congress to tighten export controls on AI model access.
White House Forces GPT-5.6 Into a Staged Rollout
The Trump administration is requiring OpenAI to vet every GPT-5.6 customer individually before granting access, citing cybersecurity capabilities that rival Anthropic's restricted Mythos model.
Amazon Tops Hyperscalers With $48B India AI Pledge
Amazon CEO Andy Jassy pledged $48 billion for India through 2030 after meeting PM Modi, outspending Microsoft and Google on AI infrastructure in the world's fastest-growing cloud market.
Quantization's Hidden Tax, Cliff Tokens, Smarter Memory
Three new arXiv papers reveal hidden costs in quantized reasoning models, single-token failure triggers, and a new framework that cuts agent memory errors by up to 79%.
Qualcomm Bets $14B to Shatter Nvidia's AI Lock-In
Qualcomm confirmed a $3.9B acquisition of AI software startup Modular and is in advanced talks to buy RISC-V chip designer Tenstorrent for up to $10B, betting that open hardware and a portable compiler can dislodge Nvidia from the data center.
North Mini Code
Cohere's first developer-focused model - 30B sparse MoE with 3B active parameters, free Apache 2.0 license, 256K context window, and 33.4 on the AA Coding Index.
How to Use AI for Time Management - A Beginner's Guide
A practical guide to using AI tools like Reclaim, Motion, and ChatGPT to schedule your day, protect deep work time, and stop losing hours to inbox overload.
Google Loses Four AI Stars to Rivals in Six Days
Noam Shazeer, John Jumper, and two more Gemini engineers left Google DeepMind for OpenAI and Anthropic in a single week, sending Alphabet stock tumbling nearly 10% from its May peak.
Anthropic Ships Claude Tag - Slack Gets a Teammate
Anthropic's Claude Tag replaces the old Slack app with a shared @Claude identity that builds channel memory, works asynchronously, and runs on Claude Opus 4.8.
