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LLMs & Models Articles

Browse 579 articles about LLMs & Models.

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.

ClaudeLLMs & ModelsWorkflows

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.

ClaudeEnterprise AIAI Concepts

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.

LLMs & ModelsOptimizationData & Analytics

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.

LLMs & ModelsComparisonsData & Analytics

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.

LLMs & ModelsWorkflowsData & Analytics

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.

LLMs & ModelsComparisonsUse Cases

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.

LLMs & ModelsAI ConceptsWorkflows

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.

Multi-AgentWorkflowsLLMs & Models

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.

WorkflowsAutomationMulti-Agent

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.

GPT & OpenAIMulti-AgentAI Concepts

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.

AI ConceptsEnterprise AIFinance

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 ConceptsSecurity & ComplianceLLMs & Models

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.

AI ConceptsLLMs & ModelsData & Analytics

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.

ClaudeEnterprise AIFinance

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.

ClaudeEnterprise AILLMs & Models

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.

ClaudeLLMs & ModelsOptimization

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.

ClaudeWorkflowsLLMs & Models

Anthropic and SpaceX Are Putting AI Compute in Orbit — What 'Gigawatts of Orbital GPUs' Actually Means

Beyond the rate limit bump: Anthropic and SpaceX are exploring GPUs in space. Here's what orbital compute capacity means for AI infrastructure.

ClaudeLLMs & ModelsAI Concepts

Why Anthropic Has Zero Founder Exits — And What That Means for Claude's Long-Term Direction

All 6 Anthropic founders are still there. No exits, no drama. Here's why that organizational stability shapes Claude's product roadmap differently than…

ClaudeEnterprise AIAI Concepts

Claude Code 1M Token Context Window vs. Old Rate Limits — What Actually Changed

Claude's 1M token context was always there — but rate limits made it unusable. The SpaceX compute deal changes that calculus entirely.

ClaudeLLMs & ModelsWorkflows