Blog

The GPU Cycles You Already Paid For Are Training Your Next Model

MIT's TLT uses idle RL training compute to train adaptive drafters and accelerate long-tail rollout generation.

Shadow A2A: Why Local Agents Can Look Like an Intrusion

Singapore Is Moving Agent Governance From Debate to Implementation

The Zero-Human Company Still Has Humans Somewhere

Stop Summarizing Your Context. Start Querying It.

Stop Using Claude as a Search Engine

NVIDIA Is Arming Its Own Customers

Your AI Team Should Be a Shadow Company

Security Is Becoming an Agent Capability, Not a Wrapper

Enterprise AI Optimizes for the Median, and That's the Trap

The Cage Is the Point: When Algorithmic Management Becomes Political

PDF Accessibility Is the Trojan Horse for Your RAG Pipeline

The Half-Billion Dollar Clock in Defense AI

The Steering Wheel Is the Moat

Durov's Inverse: Team Velocity in the AI Era

The First to Submit Writes the Rules

The Creative Is the New Targeting

The Filing Cabinet Fallacy

The Number Cannot Be Accused of Bias

The Median Is the Trap

The Thin Layer Is the Point

The Middle Tier Is the Target

The Three-Month Gap Is the Moat

The reliability premium

APAC is writing the rules while the West debates timelines

Agent security is an identity problem, not a safety problem

Export Controls End at the API

Parameters Are a Commodity. Tool Access Isn't.

AI Tutors Need a Calculator

A2A Is the Next Shadow IT

The governance layer eats the framework

Self-Improving Agents Are Lying to You

The interface is no longer for you

The Model Is Not the Moat. The Improvement Loop Is.

Agent Memory Is a Billing Problem

MCP Is Now Infrastructure, Not a Tool-Hook

The Swarm Moved Inside the API

The AI Security Threat Is Already Here: It Just Looks Boring

The Vision Moat Cracked First

The Foundation Model Moat Is Getting Squeezed from Three Directions

AAIF Is Doing to Agent Orchestration What CNCF Did to Containers

The Dashboard Is Dead. The API Is the Product.

The Frontier Is Bifurcating

Put the SSH Tunnel Inside Your Database Client

The Moat Is Scar Tissue

LLMs Don't Run the World. World Models Might.

The Eval Layer Is Gone. It's Inside the Runtime Now.

When AI Safety Moves Down the Stack

When Your AI Agents Go Silent

How AI is Hijacking Our Screens

Beyond Price: From Selling Products to Delivering Futures

Where are we now?

Are We Heading for an On-Device AI Disaster?

Breaking Free from the Learning Loop