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.
Demis Hassabis Personally Pushed the Eve Online Deal — What It Reveals About DeepMind's Agent Roadmap
Hassabis drove DeepMind's Eve Online equity deal himself. The progression from Atari to Chess to Eve Online reveals exactly where agent research is heading.
Elon Musk Sued OpenAI Over AGI Risk While Building Grok — The Contradiction That Defines the AI Race
Musk argued no single entity should control AGI — then built Grok. This contradiction isn't hypocrisy; it's the competitive logic that traps every AI CEO.
Google DeepMind Buys Into Eve Online: 5 Reasons It's the Perfect AI Agent Training Ground
DeepMind just took an equity stake in Eve Online's developer. Here's why a 20-year-old space MMO is the ideal environment to train frontier AI agents.
OpenAI Employee 'Rune' Claims Anthropic Uses Claude to Hire Its Own Developers — What We Know
An anonymous OpenAI employee alleges Anthropic uses Claude to screen candidates and write performance reviews — meaning Claude may be selecting its own team.
OpenAI Killed Sora and a $1B Disney Deal to Focus on Enterprise — 6 Signals the Consumer Pivot Is Real
OpenAI canceled a billion-dollar Disney deal and shut down the Sora app. Here are 6 concrete signals that enterprise compute is cannibalizing consumer AI.
OpenAI vs Anthropic: Two Completely Different Visions for AI's Future
OpenAI sees AI as a tool. Anthropic believes it may be sentient. These opposing philosophies shape every product decision both companies make.
Palantir's Forward Deployed Engineer Model Drove 640% Returns — Now Anthropic and OpenAI Are Copying It
Palantir's FDE playbook — embedding engineers inside client companies — is now Anthropic and OpenAI's explicit enterprise go-to-market strategy.
Perplexity's Comet Browser Is a Semantic Work Graph Play — Not Just a Search Replacement
Perplexity's Comet isn't competing with Chrome on features — it's trying to own the semantic meaning layer across all your work. Here's the strategic logic.
Sam Altman Says 'Augment' — Dario Amodei Says 'Bloodbath.' Which AI CEO Is Right About Jobs?
Altman tweets 'augment, not replace.' Amodei warns of 10-20% unemployment. Two CEOs, same industry, opposite public positions. Here's the evidence for each.
SAP Is Blocking AI Agents. Salesforce Is Welcoming Them. One of These Strategies Will Win.
SAP is actively blocking agents from its platform. Salesforce is going headless and MCP-first. Here's why one of these enterprise strategies will dominate.
Stripe Atlas: 130% More Startups in Q1 2026 — 5 Numbers That Show AI Is Creating Founders, Not Killing Jobs
Stripe Atlas hit 100,000 all-time incorporations with a 130% YoY spike in Q1 2026. The data suggests AI is minting entrepreneurs faster than eliminating roles.
SubCube's 12M Token Layer for Claude Code and Codex: What a Sparse Attention Plugin Would Actually Change
SubCube plans a long-context layer that plugs into Claude Code and Codex. Here's what 12M tokens of coding context would actually unlock for agent workflows.
SubCube Claims 12M Token Context at 5% of Opus Cost — 5 Numbers Behind the Sparse Attention Breakthrough
SubCube's SSA architecture claims 12M tokens, 52x Flash Attention speed, and sub-5% Opus cost. Here are the five numbers and what they'd mean if true.
SubCube SSA vs. Claude Opus 4.7 — Benchmark Claim With No Technical Report. Should You Trust It?
SubCube claims near-Opus 4.7 performance at 5% the cost — but there's no technical report yet. Here's how to evaluate the claim and whether to request access.
What Are Semantic Work Primitives? The Missing Layer in AI Agent Design
Semantic work primitives give AI agents the meaning behind actions—not just access. Learn why this layer matters more than computer use or MCP servers.
What Is the Browser War in AI? Why Perplexity, OpenAI, and Google Are Fighting for Your Tabs
The AI browser war is about who controls the semantic layer of your work. Learn why owning the browser matters more than owning the model.
What Is Compute as an Asset Class? Why AI Infrastructure Is the New Oil
AI compute is scarce, standardized, and price-volatile—making it a candidate for futures trading. Learn why compute is becoming a new asset class.
The Permission Ladder: How to Grant AI Agents the Right Level of Autonomy
From read-only to fully autonomous, the permission ladder helps you decide how much control to give AI agents without breaking trust or causing errors.
How to Understand the AI Enterprise Business Model Shift Before Your Competitors Do
Anthropic's inference margins jumped from 38% to 70% in one year. Here's what the subscription-to-deployment shift means for builders and buyers.
Anthropic's $1.5B Enterprise Venture: 5 Things the Deal Structure Reveals About AI's Next Phase
Anthropic just closed a $1.5B enterprise deployment venture backed by Blackstone and Hellman & Friedman. Here's what the structure signals.
Anthropic's $1.5B Venture vs. OpenAI's $4B Venture — Two Competing Bets on Enterprise AI Deployment
Two parallel enterprise deployment ventures, zero investor overlap, different sector targets. Here's how Anthropic and OpenAI are splitting the enterprise…
Anthropic Is Adding $96M in ARR Per Day — The Growth Curve That's Faster Than Google in 2003
SemiAnalysis data shows Anthropic's ARR went from $9B to $44B in 2026 — doubling every 6 weeks, faster than any software company in history.
Why Anthropic and OpenAI Are Copying Palantir's Forward-Deployed Engineer Playbook
Palantir dropped to $6 in 2022 then returned 640% in 5 years. Now both major AI labs are cloning its FDE deployment model for enterprise.
Better Model vs. Better Harness — Which One Actually Moves Your Agent's Benchmark Score?
The same model shows up to 6x performance variation based solely on harness design. Here's the data on where to invest first.