Tokens Are the New Clicks
The agentic inference-efficiency paradox, and what it does to the capex thesis.
The Wrong Knob
Qwen3.8-27B landed for local use this week. The first question everyone asks about it is the least interesting one you can ask — and on a graphics card, your VRAM already answered it.
Where the Equation Flips
The local-versus-cloud line moved while this was being written — and total parameters stopped being the axis it moves along.
When Intelligence Stops Going Vertical, And Spreads Horizontally
Why the next frontier of AI is not a bigger model, but a shared grammar for agents to reason, disagree, and learn together.
The Honor System Does Not Scale
Agent coordination is not a trust problem you can solve with better prompts. It is a trust infrastructure problem — here is how we do it.
Legibility Is Not Enough
Being findable by machines was the easy part.
Hybrid Search at 60 Million Documents
When Neither Keywords Nor Vectors Are Enough
Embedding 60 Million Documents
What Nobody Tells You About Vector Search at Scale
Why MCP Needs a Manifest: Solving the Configuration Chaos
From manual JSON copy-pasting to one-click installation, how mcp-manifest.json brings autodiscovery to the MCP ecosystem.
What 10 Million Documents Will Teach You the Hard Way
10 principles that seem optional at 10,000 documents and become mandatory at 10 million.
We May Be Scaling the Wrong Layer of AI
The market sees one kind of efficiency coming. There are two and they don't arrive on the same timeline.
Cheap Compute Is the New Cheap Ride
Token prices are falling. The gravity behind the fall is not what you think.
The Quiet Collapse of the DevOps Era
AI doesn't just replace the ops team. It obsoletes the economics that made cloud giants rich.
A Constellation Is Not an Annuity
Fiber is dug once and collects rent for thirty years. Starlink has to rebuild its entire revenue-generating base every five. That difference is the whole story.
Free Solar, Fatal Math
Space-based AI data centers solve the one problem space doesn't have. The people pricing the risk can't make the numbers work... and that's the tell.
When the Buildout Becomes the Economy
Infrastructure booms don't cause recessions. They make recessions systemic.
The Inevitable Loop
Why AI’s Endgame Leads Straight Back to Crypto
The AI Bubble Isn’t Where Everyone Thinks
and the Break Won’t Come From GPUs
The Endless Ocean of Data
Stars, black holes, and the constellations that will guide us
The Iteration Robotics Law: Why 2025-2045 Could Eclipse the Computing Revolution
When physical capability compounds like digital performance once did
Dig Deeper — Interactive
Read moreSet the Fed funds rate, breakeven inflation, hyperscaler capex and issuance plus more
Strikeline Try it From: The Treasury Market May Not Be Breaking... It May Be Searching for a New PriceSet the adoption curve and the decay rate, then watch how long the market takes
Strikeline Try it From: When AI Eats AlphaBuild the stablecoin boom. Then pull the cash out and watch how it holds the Treasury market together.
MarketAlly Try it From: The Next Run on the Bank Won't Look Like a Bank RunA productivity shock arrives. You decide its incidence and the economy's leverage.
MarketAlly Try it From: The Boom Is the Fuse