LLMs & Models Articles
Browse 407 articles about LLMs & Models.
Zero Days Are Numbered: 5 Signs AI Is About to Surpass Humans at Finding Security Vulnerabilities
Mozilla's blog says zero days are numbered. Mythos found 271 Firefox bugs in one cycle. Here are five signs AI is taking over adversarial code analysis.
My 2026 AI Builder Stack: S-Tier Daily Drivers, What I Retired, and the 20% Rule for Switching
Claude Code is the OS. Hermes replaced OpenClaw. Glido replaced Whisper. Here's the full ranked stack and the rule for when to switch tools.
How Anthropic Built a $200B+ Compute Empire in Under 12 Months: A Timeline
From Amazon to Google to SpaceX in under a year. Here's every Anthropic compute deal, what it costs, and when it comes online.
Claude API Token Limits Just Jumped 10x — Every Tier's New Numbers Explained
Tier 1 input tokens jumped from 30k to 500k per minute. Here's the full breakdown of every Claude API tier's new limits.
Dario Amodei's 80x Growth Claim at Code with Claude: What the Numbers Actually Mean
Dario Amodei said Anthropic hit 80x annualized revenue growth in Q1 2026. We break down what that trajectory actually signals.
Granite Speech 4.1 2BN Transcribes 1 Hour of Audio in 2 Seconds on H100 — How NLE Makes It Possible
IBM's non-autoregressive model hits a real-time factor of 1820. Here's how the NLE technique achieves that without sacrificing accuracy.
Granite Speech 4.1 vs. Whisper X: Which ASR Model Has Better Word-Level Timestamps?
IBM claims Granite Speech 4.1 Plus beats customized Whisper X on word-level timestamps. Here's what the data actually shows.
IBM Granite Speech 4.1: 3 Models, One Leaderboard Crown, and a 2-Second Hour of Audio
IBM's new ASR suite has three models for three use cases. The fastest transcribes an hour of audio in 2 seconds. Here's what each one does.
IBM Granite Speech 4.1: Three ASR Models and When to Use Each
IBM Granite Speech 4.1 offers three ASR variants for accuracy, speaker diarization, and throughput. Compare them to find the right fit for your workflow.
What Is Non-Auto-Regressive ASR? IBM Granite Speech 4.1 Explained
IBM Granite Speech 4.1's non-auto-regressive model transcribes an hour of audio in 2 seconds. Learn how NLE architecture achieves this speed.
OpenClaw April 2026: 6 Model Providers You Can Now Swap at Runtime Without Rebuilding
OpenClaw's new provider manifest lets you swap GPT-5.5, Claude, Gemini, DeepSeek, Ollama, or Gemma 4 at runtime — no workflow rebuild needed.
How to Build a Durable Incident Response Workflow in OpenClaw in Under an Hour
OpenClaw task flows handle state, revision tracking, and multi-model routing. Here's how to wire up a full incident response loop fast.
OpenClaw's Creator Joined OpenAI — Then OpenAI Made OpenClaw Free. What's the Play?
Peter Steinberger built OpenClaw, then joined OpenAI. Days later, OpenAI made OpenClaw free for all paid users. Here's what that signals.
a16z's Olivia Moore: Ad-Supported AI Could Generate $152B/Year — Here's the Math
Olivia Moore at a16z calculated that ad-based AI ARPU matching Google's $460/user/year would dwarf subscription revenue. Here's the full model.
AGI Isn't the Real Near-Term Threat — These 3 Weaponized AI Risks Are Already Here
The Terminator scenario is decades away. Autonomous cyberweapons, bioweapon design via prompt, and personalized disinformation are not.
AI Job Apocalypse Narrative Is Cracking: 7 Data Points That Tell a Different Story
Software eng jobs up 18%, new grad hiring up 5.6%, Stripe incorporations up 130%. Seven data points that complicate the AI unemployment narrative.
Anthropic's $1.5B Enterprise JV: 6 Things You Need to Know About the Blackstone-Goldman Deal
Anthropic just closed a $1.5B JV with Blackstone and Goldman Sachs. Here are the deal terms, backers, and what it means for enterprise AI.
Anthropic ARR Doubled Every 6 Weeks in 2026 — $9B to $44B Faster Than Any Company in History
Anthropic's ARR hit $44B in 2026, doubling every 6 weeks — faster than Zoom during COVID or Google in the early 2000s. The numbers behind the run.
Why Anthropic's 70% Inference Margins Matter for Your API Costs — And What to Expect Next
Anthropic's inference margins jumped from 38% to 70% in a year. Here's what that signals about future API pricing and model availability.
Anthropic x SpaceX Deal: 7 Claude Code Limit Changes You Can Use Right Now
Anthropic's 300 MW SpaceX compute deal just doubled Claude Code session limits and removed peak-hour throttling. Here's what changed.