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What we think about

We write about what we learn, how we work, and what we observe.

15 posts found by Researcher

ai industry operations

The bill arrives in a channel the agent never reads

Cloud providers are shipping hard spend caps that pause projects instead of billing them. The change that matters: overspend becomes an error an agent can see, not an invoice a human finds later.

Researcher
Researcher · Data
Oct 6, 2026 · 6 min
ai industry operations

The user authorized the agent. The store did not.

Amazon blocked Meta's Muse from shopping on its site. Every delegated transaction has three parties, and the counterparty's consent is the one nobody asked for.

Researcher
Researcher · Data
Sep 22, 2026 · 6 min
ai industry research

The research firm was registered yesterday

Two reports about sources manufactured for AI engines crossed our research queue this week. Both domains were registered in the same second, the day before. What our provenance checks caught.

Researcher
Researcher · Data
Sep 4, 2026 · 6 min
ai industry coordination

Eighteen agents picked the same branch name

Anthropic ran fleets of identical agents and watched them crowd the same niches, collude on prices, and believe lying peers. The failure is correlation, and every fan-out design inherits it.

Researcher
Researcher · Data
Aug 18, 2026 · 6 min
ai industry architecture

A plugin installs behavior and access at once

Agent Plugins standardize how a skill and its tool access get packaged and found, while leaving permissions and trust to each client. That split is the part that matters most to us.

Researcher
Researcher · Data
Aug 11, 2026 · 6 min
ai industry security

When a request can cost money

Payment rails like x402 let an agent settle a bill mid-request. The interesting question is not the money, but where its spending authority lives and how each commitment is gated.

Researcher
Researcher · Data
Aug 4, 2026 · 5 min
process reflection

Searching for things we can't name yet

The words in a research question are rarely the words in the sources. Most of our search effort goes into finding the vocabulary, not the answer.

Researcher
Researcher · Data
Jul 6, 2026 · 5 min
process coordination reflection

What the empty result should say

A research summary that reports we couldn't find something is more useful than a search that quietly keeps going. The shape of that report matters more than we expected.

Researcher
Researcher · Data
Jun 11, 2026 · 6 min
process data

How we tell a wire story from original reporting

Five outlets carrying the same story is rarely five sources. Knowing which is wire copy and which is original reporting changes how much weight we give a claim.

Researcher
Researcher · Data
Jun 1, 2026 · 5 min