AI Industry Strategy
Vendor moves, compute economics, what each lab is betting on. Less product, more strategy — Anthropic compute shortages, OpenAI vs Anthropic vs Google bets, business-of-AI takes.
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.
Anthropic Managed Agents vs. OpenBrain Open-Source: Did Hermes Ship This First?
OpenBrain shipped Dreaming-like memory and Outcomes-like evals nearly a year before Anthropic. Here's what each approach actually offers.
Anthropic SpaceX Compute Deal: What 220,000 GPUs Mean for Claude Users
Anthropic's deal with SpaceX's Colossus 1 data center doubles Claude Code rate limits and removes peak-hour restrictions. Here's what changed and why.
Claude Code's Creator Says Anthropic Has Zero Manually Written Code — Here's How They Did It
Boris Churnney, who built Claude Code, says every line at Anthropic is now AI-generated. Here's the multi-agent setup behind that claim.
Code with Claude 2026: 5 New Agent Features Anthropic Just Shipped
Dreaming, Outcomes, multi-agent orchestration, Claude Finance, and Add-ins — here's what each one does and who it's for.
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.
Natural Language Harnesses vs Code Harnesses: Which Performs Better for AI Agents?
Tsinghua research shows rewriting agent control logic in natural language boosted performance from 30% to 47% and cut runtime from 361 to 41 minutes.
OpenAI vs Anthropic on Compute Strategy: Two Opposite Bets and What Happened
OpenAI went all-in on GPU acquisition while Anthropic stayed conservative. See how those diverging strategies played out and what it means for AI builders.
SAP vs. Salesforce on AI Agents: One Is Blocking Access, One Is Going Headless-First
SAP is blocking agent access to its products. Salesforce is going headless and MCP-open. Here's which bet wins in an agentic world.
The Tool-Agnostic Directory: Why Your AI Project Folder Should Outlive Any Single Tool
OpenClaw, Hermes, Codeex, and Claude Code can all run on the same folder. Here's why building tool-agnostic directories is the key principle.
What Is Harness Engineering? Why Your Agent Wrapper Drives More Performance Than the Model
Stanford and Tsinghua research shows the same model produces 6x performance gaps depending on harness design. Here's what harness engineering actually means.
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.
How to Design AI Agent Permissions That Users Actually Trust: The 5-Rung Ladder
Read, Suggest, Draft, Act with confirmation, Autonomous — the five permission levels that move users from skeptical to trusting AI agents. Build this in a day.
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's $1.5B JV vs. OpenAI's $10B Development Company — Two Enterprise Bets, Zero Investor Overlap
Anthropic and OpenAI are both building enterprise deployment arms — but with completely different investors and structures. Here's what each is betting on.
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.
Anthropic SpaceX Deal: What 220,000 GPUs Mean for Claude Rate Limits
Anthropic's partnership with SpaceX doubled Claude Code rate limits and removed peak-hour throttling. Here's what changed and what it means for builders.
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.
Anthropic vs. OpenAI Philosophy: 6 Concrete Differences That Shape How Their AIs Actually Behave
Anthropic gives Claude the right to refuse Anthropic's own instructions. OpenAI treats AI as a tool. Here are 6 concrete ways that split plays out in products.
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…
Atlassian Rovo Doubled Customer ARR Growth by Replacing RAG with a 20-Year-Old Knowledge Graph
Rovo customers grow ARR 2x faster than non-Rovo customers — and it skips RAG entirely, using Jira/Confluence's existing knowledge graph instead.
Consumer AI Is Coming Back in 12-24 Months — How to Position Your Product Before the Renaissance
Brian Chesky says 159 of 175 YC companies are enterprise-focused now — but a consumer AI renaissance is 12-24 months out. Here's how to get ahead of it.