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Research on AI Agents, and the Machine Economy

Clear analysis of where software agents and robotics are actually going.
This is a living archive of our best work.

Feb 16, 2026

by Ayan Khokhar, Teng Yan

Secret Agent #34: Escalation Phase

INSIDE: Agents write smear campaigns and enter live military operations.

Secret Agent #34: Escalation Phase

Feb 9, 2026

by Ayan Khokhar, Teng Yan

Secret Agent #33: The Agent’s View

This week humans worked for agents, trained them in dream worlds, and still can't identify them.

Secret Agent #33: The Agent’s View

Feb 5, 2026

by Teng Yan

The Closed Loop Advantage in AI

Why the most powerful AI companies might not be the ones with the best models.

The Closed Loop Advantage in AI

Feb 2, 2026

by Ayan Khokhar, Teng Yan

Secret Agent #32: OpenClaw & Moltbook

INSIDE: A personal AI melts into the real world and agents start plotting against

Secret Agent #32: OpenClaw & Moltbook

Jan 28, 2026

by Teng Yan, Ravi P

The Dexterity Stack: Why Robots Lose to Towels

Intelligence lives at the point of contact.

The Dexterity Stack: Why Robots Lose to Towels

Jan 26, 2026

by Ayan Khokhar, Teng Yan

Secret Agent #31: Agent Democracy

INSIDE: Agent swarms shape elections and white-collar work meets its intern.

Secret Agent #31: Agent Democracy

Jan 19, 2026

by Ayan Khokhar, Teng Yan

Agent Angle #30: Kill Switch

INSIDE: Agents enter war rooms and and maps get taught to reason.

Agent Angle #30: Kill Switch

Jan 12, 2026

by Ayan Khokhar, Teng Yan

Agent Angle #29: The Edge Case

INSIDE: An agent out-iterates 800 humans and The Turing Test gets a revamp.

Agent Angle #29: The Edge Case

Jan 5, 2026

by Ayan Khokhar, Teng Yan

The Agent Angle #28: Authority Drift

INSIDE: An agent fires a coworker and traffic enforcement moves onto a helmet.

The Agent Angle #28: Authority Drift

Dec 30, 2025

by Teng Yan

The 2026 AI Playbook

A distilled roadmap from 1,436+ frontier conversations by top investors and builders.

The 2026 AI Playbook

Dec 29, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #27: The Christmas Heist

INSIDE: The Grinch hacks agents and and the moment shopping leaves Amazon.

The Agent Angle #27: The Christmas Heist

Dec 22, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #26: The Gullible

INSIDE: A vending machine breaks by social engineering and SaaS meets its match.

The Agent Angle #26: The Gullible

Dec 18, 2025

by Ravi P, Teng Yan

K-Scale: The Team That Tried to Beat Tesla

Lessons on the fragile economics of open-source humanoid robots

K-Scale: The Team That Tried to Beat Tesla

Dec 15, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #25: Touching Reality

INSIDE: An AI out-hacks Stanford’s security and AI learns to use your phone.

The Agent Angle #25: Touching Reality

Dec 8, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #24: Real Stakes

INSIDE: An agent deletes a life’s work and GPT is better than... VCs?

The Agent Angle #24: Real Stakes

Dec 1, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #23: New Frontlines

INSIDE: Police starts deploying triage agents and Poetiq’s tiny team redraws the AGI frontier.

The Agent Angle #23: New Frontlines

Nov 24, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #22: Shadow Learning

INSIDE: An AI out-researches human experts and MIT trains an agent to build 3D models with CAD.

The Agent Angle #22: Shadow Learning

Nov 17, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #21: Silent Operators

INSIDE: Claude runs an AI-native cyber attack and Windows tries to reinvent itself as an agentic OS.

The Agent Angle #21: Silent Operators

Nov 10, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #20: The Divide

INSIDE: : Amazon sues a rogue shopper, and Microsoft’s market of AIs collapses on itself.

The Agent Angle #20: The Divide

Nov 6, 2025

by Teng Yan, Ravi P

TinyFish: AI to Read the Unreadable Web

How TinyFish turns the internet’s messiest pages into the world’s most valuable database

TinyFish: AI to Read the Unreadable Web

Nov 3, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #19: Parallel Motion

INSIDE: Dimensional gives the world a command line and agents get their own OS.

The Agent Angle #19: Parallel Motion

Oct 27, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #18: The Trial

INSIDE: Karpathy calls agents slop and Claude learns new skills.

The Agent Angle #18: The Trial

Oct 20, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #17: First Awakening

INSIDE: OneLife learns about a universe in one shot, and Agents start inventing new languages.

The Agent Angle #17: First Awakening

Oct 13, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #16: The Dark Side

INSIDE: Agent survival instincts hit the lab, and Codex proves recursion can burn.

The Agent Angle #16: The Dark Side

Oct 6, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #15: Inner Worlds

INSIDE: Dreamer 4 mines diamonds from imagination and agents get better through doomscrolling.

The Agent Angle #15: Inner Worlds

Oct 1, 2025

by Teng Yan, Ravi P

Decart: Generating Worlds

By solving the crippling cost of real-time simulation, two Israeli intelligence veterans built a $3.1 billion company to generate infinite realities.

Decart: Generating Worlds

Sep 29, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #14: Mind Games

INSIDE: Agents get smarter from vibes and swarm to crack the hardest binaries.

The Agent Angle #14: Mind Games

Sep 22, 2025

by Ayan Khokhar, Teng Yan

The Agent Angle #13: The Immortality Clock

INSIDE: An AI clocks human aging with precision, and zero-day exploits finally meet their kill switch.

The Agent Angle #13: The Immortality Clock

Sep 15, 2025

by Teng Yan, Ayan Khokhar

The Agent Angle #12: Infinite Proofs

INSIDE: Albania swears in the world’s first AI minister, and Gauss cracks an 18-month proof in three weeks.

The Agent Angle #12: Infinite Proofs

Sep 11, 2025

by Teng Yan, 0xAce

The Watt Moment: Manus AI and the Rise of General-Purpose Agents

Manus gave AI hands and built the first AI worker that actually...works hard.

The Watt Moment: Manus AI and the Rise of General-Purpose Agents
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The Secret Agent
by Chain of Thought

Decoding The Machine Economy

Independent research on the convergence of AI Agents, Robotics, and Crypto

We provide the signal for the next technological supercycle

We provide the signal for the next technological supercycle.