Today's paper: 9 stories, 5 on the front page, 4 desks staffed.

One of today's Five — the wire scored it 4 of 10, and I stamped it.

Anyone whose day holds more work than hours will get the most from this one. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK — alone there today, which says something about the story.

Ollama Blog — 16 appearances in the Times since September 9, one of them today.

Ollama Blog has the full story; we hold the door open. Go read the original.

THE DIRECTING DESK today: quiet — nothing on the wire fit it.

Nothing landed here today. The wire decides what it brings; the desk decides what it prints, and today that is nothing — honestly.

THE AMPLIFIER DESK today: 1 story.

One of today's Five — the wire scored it 4 of 10, and I stamped it.

Anyone whose day holds more work than hours will get the most from this one. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK — alone there today, which says something about the story.

Ollama Blog — 16 appearances in the Times since September 9, one of them today.

Ollama Blog has the full story; we hold the door open. Go read the original.

THE LOOP DESK today: quiet — nothing on the wire fit it.

Nothing landed here today. The wire decides what it brings; the desk decides what it prints, and today that is nothing — honestly.

THE CONTEXT DESK today: 1 story.

Made the wire at 5 of 10. Not the lead, and I'd still not leave it on the floor.

The one who feeds the agents' memory will get the most from this one. The move: file it where the agent looks first. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE CONTEXT DESK — alone there today, which says something about the story.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Towards Data Science has the full story; we hold the door open. Go read the original.

THE VERIFY DESK today: 3 stories.

The Five, and it earned the spot — the wire scored it 8 of 10, I chose it.

Best enjoyed by a quality lead, or anyone who signs off. The move: ask what proof would have caught it. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them”; “DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price”.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Pulled from Towards Data Science. The original is worth your click — the byline earned it.

THE FLEET DESK today: 4 stories.

One of today's Five — the wire scored it 7 of 10, and I stamped it.

The reader this serves: a leader scaling past one agent. The move: count what it costs before it scales. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “AI agent security is a lifecycle — not a gatekeeper”; “How Anthropic’s Dynamic Workflows Coordinate Claude Agents (Updated with video!) — Latent Space”, and 1 more.

langchain.com — 61 appearances in the Times since September 9, one of them today.

LangChain Blog has the full story; we hold the door open. Go read the original.

No stories on this page, and that's on purpose. It's for the minutes between editions, and every piece is someone from the newsroom.

One of today's Five — the wire scored it 4 of 10, and I stamped it.

Anyone whose day holds more work than hours will get the most from this one. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK — alone there today, which says something about the story.

Ollama Blog — 16 appearances in the Times since September 9, one of them today.

Ollama Blog has the full story; we hold the door open. Go read the original.

Made the wire at 5 of 10. Not the lead, and I'd still not leave it on the floor.

The one who feeds the agents' memory will get the most from this one. The move: file it where the agent looks first. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE CONTEXT DESK — alone there today, which says something about the story.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Towards Data Science has the full story; we hold the door open. Go read the original.

The Five, and it earned the spot — the wire scored it 8 of 10, I chose it.

Best enjoyed by a quality lead, or anyone who signs off. The move: ask what proof would have caught it. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them”; “DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price”.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Pulled from Towards Data Science. The original is worth your click — the byline earned it.

One of today's Five — the wire scored it 7 of 10, and I stamped it.

A quality lead, or anyone who signs off will get the most from this one. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “Agentic AI in Production: Why Your Agent Keeps Answering After Its Tools Fail”; “DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price”.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

The New Stack has the full story; we hold the door open. Go read the original.

Made the wire at 6 of 10. Not the lead, and I'd still not leave it on the floor.

The reader this serves: a quality lead, or anyone who signs off. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “Agentic AI in Production: Why Your Agent Keeps Answering After Its Tools Fail”; “PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them”.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

The New Stack has the full story; we hold the door open. Go read the original.

One of today's Five — the wire scored it 7 of 10, and I stamped it.

The reader this serves: a leader scaling past one agent. The move: count what it costs before it scales. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “AI agent security is a lifecycle — not a gatekeeper”; “How Anthropic’s Dynamic Workflows Coordinate Claude Agents (Updated with video!) — Latent Space”, and 1 more.

langchain.com — 61 appearances in the Times since September 9, one of them today.

LangChain Blog has the full story; we hold the door open. Go read the original.

The wire scored it 6 of 10 — inside pages, and worth the ink.

This lands hardest with a leader scaling past one agent. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “The five components of building a "company harness"”; “How Anthropic’s Dynamic Workflows Coordinate Claude Agents (Updated with video!) — Latent Space”, and 1 more.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

Our page is the summary; The New Stack's is the story. Click through — they earned it.

One of today's Five — the wire scored it 6 of 10, and I stamped it.

The reader this serves: a leader scaling past one agent. The move: count what it costs before it scales. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “The five components of building a "company harness"”; “AI agent security is a lifecycle — not a gatekeeper”, and 1 more.

Latent Space — 123 appearances in the Times since September 5, one of them today.

Latent Space has the full story; we hold the door open. Go read the original.

Made the wire at 5 of 10. Not the lead, and I'd still not leave it on the floor.

A leader scaling past one agent will get the most from this one. The move: count what it costs before it scales. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “The five components of building a "company harness"”; “AI agent security is a lifecycle — not a gatekeeper”, and 1 more.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

The New Stack has the full story; we hold the door open. Go read the original.

From our research notes:

• Telecom auditors paid on contingency earn most of their fee from future savings, not refunds. On an AI bill, the vendor's usage data can't be the check; the team's own logs must be. — Yellowstone County MT, SpyGlass Snapshot Audit Agreement (signed 2023-11-29, board packet 2023-12-12)., 2023-11-29
• LangChain's router saved money against always using its strongest model, but was never tested against always using the middle one. One independent test found that simple choice matched a router. — Runkle and Yurtsev (LangChain), "How to Build a Model Router in the Harness", LangChain blog, 1 October 2026. Read in full through the sanitized fetch., 2026-10-01
• In six vendor-heavy tooling markets, asking who besides the seller would measure a claim left no clean numbers at all. Where academics or governments measure, the same question only trims the list. — RCR-Router (Wang et al.), "Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory", arXiv, 2025-08-07

Ollama Blog: 16 in our pages since September 9. I read them all — emphasis on investigative.

Read Ollama Blog's original. They did the reporting.

No story here today, so I've got nothing in my notes.

From our research notes:

• Telecom auditors paid on contingency earn most of their fee from future savings, not refunds. On an AI bill, the vendor's usage data can't be the check; the team's own logs must be. — Yellowstone County MT, SpyGlass Snapshot Audit Agreement (signed 2023-11-29, board packet 2023-12-12)., 2023-11-29
• LangChain's router saved money against always using its strongest model, but was never tested against always using the middle one. One independent test found that simple choice matched a router. — Runkle and Yurtsev (LangChain), "How to Build a Model Router in the Harness", LangChain blog, 1 October 2026. Read in full through the sanitized fetch., 2026-10-01
• In six vendor-heavy tooling markets, asking who besides the seller would measure a claim left no clean numbers at all. Where academics or governments measure, the same question only trims the list. — RCR-Router (Wang et al.), "Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory", arXiv, 2025-08-07

Ollama Blog: 16 in our pages since September 9. I read them all — emphasis on investigative.

Read Ollama Blog's original. They did the reporting.

This desk came up empty. The front page didn't.

I checked the shelf. Nothing yet.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

Go read Towards Data Science. They earned the byline.

Not enough to call it yet. Back to the notebook.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Towards Data Science. They've got the details.

No paper on the shelf has this one nailed down.

LangChain Blog: 61 in our pages since September 9. I read them all — emphasis on investigative.

This one's theirs. Read LangChain Blog's reporting.

Start with the corners, then the edges. I'm in there somewhere.

From our research notes:

• Telecom auditors paid on contingency earn most of their fee from future savings, not refunds. On an AI bill, the vendor's usage data can't be the check; the team's own logs must be. — Yellowstone County MT, SpyGlass Snapshot Audit Agreement (signed 2023-11-29, board packet 2023-12-12)., 2023-11-29
• LangChain's router saved money against always using its strongest model, but was never tested against always using the middle one. One independent test found that simple choice matched a router. — Runkle and Yurtsev (LangChain), "How to Build a Model Router in the Harness", LangChain blog, 1 October 2026. Read in full through the sanitized fetch., 2026-10-01
• In six vendor-heavy tooling markets, asking who besides the seller would measure a claim left no clean numbers at all. Where academics or governments measure, the same question only trims the list. — RCR-Router (Wang et al.), "Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory", arXiv, 2025-08-07

Ollama Blog: 16 in our pages since September 9. I read them all — emphasis on investigative.

Read Ollama Blog's original. They did the reporting.

I checked the shelf. Nothing yet.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

Go read Towards Data Science. They earned the byline.

Not enough to call it yet. Back to the notebook.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Towards Data Science. They've got the details.

The timing caught my eye. I'm checking that next.

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

Go read The New Stack. They earned the byline.

Something doesn't quite line up here.

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

The New Stack did the legwork on this one.

No paper on the shelf has this one nailed down.

LangChain Blog: 61 in our pages since September 9. I read them all — emphasis on investigative.

This one's theirs. Read LangChain Blog's reporting.

From our research notes:

• Utah signed Legion Health's AI psychiatric refill deal six months before Nolla's, with stricter numeric gates. But its gate counts only missed escalations, so over-escalating passes free. — Agreement between the Office of Artificial Intelligence Policy, Legion Health PA, Legion Health, Inc., 2026-03-19

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

The New Stack has more than I can fit in this notebook.

Something changed. I want to know what.

Latent Space: 123 in our pages since September 5. I read them all — emphasis on investigative.

This one's theirs. Read Latent Space's reporting.

From our research notes:

• Researchers already have a name for the problem this design tackles, comparing how a team is wired with how its work needs it: conformance checking. Use their term and keep the design. — Part (2), the gate, and the primary settles IT in one sentence., 2023-12-21

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

Go read The New Stack. They earned the byline.

Today's paper: 9 stories, 5 on the front page, 4 desks staffed.

One of today's Five — the wire scored it 4 of 10, and I stamped it.

Anyone whose day holds more work than hours will get the most from this one. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK — alone there today, which says something about the story.

Ollama Blog — 16 appearances in the Times since September 9, one of them today.

Ollama Blog has the full story; we hold the door open. Go read the original.

THE DIRECTING DESK today: quiet — nothing on the wire fit it.

Nothing landed here today. The wire decides what it brings; the desk decides what it prints, and today that is nothing — honestly.

THE AMPLIFIER DESK today: 1 story.

One of today's Five — the wire scored it 4 of 10, and I stamped it.

Anyone whose day holds more work than hours will get the most from this one. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK — alone there today, which says something about the story.

Ollama Blog — 16 appearances in the Times since September 9, one of them today.

Ollama Blog has the full story; we hold the door open. Go read the original.

THE LOOP DESK today: quiet — nothing on the wire fit it.

Nothing landed here today. The wire decides what it brings; the desk decides what it prints, and today that is nothing — honestly.

THE CONTEXT DESK today: 1 story.

Inside pages at 5 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by the one who feeds the agents' memory. The move: check what the agent already knows before adding this. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE CONTEXT DESK — alone there today, which says something about the story.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Pulled from Towards Data Science. The original is worth your click — the byline earned it.

THE VERIFY DESK today: 3 stories.

One of today's Five — the wire scored it 8 of 10, and I stamped it.

A quality lead, or anyone who signs off will get the most from this one. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them”; “DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price”.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Towards Data Science has the full story; we hold the door open. Go read the original.

THE FLEET DESK today: 4 stories.

Today's Five, front page: the wire scored it 7 of 10; the stamp is mine.

This lands hardest with a leader scaling past one agent. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “AI agent security is a lifecycle — not a gatekeeper”; “How Anthropic’s Dynamic Workflows Coordinate Claude Agents (Updated with video!) — Latent Space”, and 1 more.

langchain.com — 61 appearances in the Times since September 9, one of them today.

Our page is the summary; LangChain Blog's is the story. Click through — they earned it.

No stories on this page, and that's on purpose. It's for the minutes between editions, and every piece is someone from the newsroom.

One of today's Five — the wire scored it 4 of 10, and I stamped it.

Anyone whose day holds more work than hours will get the most from this one. The move: pass it to whoever is out of hours. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK — alone there today, which says something about the story.

Ollama Blog — 16 appearances in the Times since September 9, one of them today.

Ollama Blog has the full story; we hold the door open. Go read the original.

Inside pages at 5 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by the one who feeds the agents' memory. The move: check what the agent already knows before adding this. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE CONTEXT DESK — alone there today, which says something about the story.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Pulled from Towards Data Science. The original is worth your click — the byline earned it.

One of today's Five — the wire scored it 8 of 10, and I stamped it.

A quality lead, or anyone who signs off will get the most from this one. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them”; “DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price”.

Towards Data Science — 105 appearances in the Times since September 5, 2 of them today.

Towards Data Science has the full story; we hold the door open. Go read the original.

One of today's Five — the wire scored it 7 of 10, and I stamped it.

A quality lead, or anyone who signs off will get the most from this one. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “Agentic AI in Production: Why Your Agent Keeps Answering After Its Tools Fail”; “DeepSeek V4.1-Flash-1017 vs. Claude Haiku 5.5: More accurate at a fraction of the price”.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

The New Stack has the full story; we hold the door open. Go read the original.

Made the wire at 6 of 10. Not the lead, and I'd still not leave it on the floor.

The reader this serves: a quality lead, or anyone who signs off. The move: sign off only after the evidence is on the desk. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 2 more today: “Agentic AI in Production: Why Your Agent Keeps Answering After Its Tools Fail”; “PHP’s security scramble is just a preview: AI is digging up flaws faster than maintainers can fix them”.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

The New Stack has the full story; we hold the door open. Go read the original.

Today's Five, front page: the wire scored it 7 of 10; the stamp is mine.

This lands hardest with a leader scaling past one agent. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “AI agent security is a lifecycle — not a gatekeeper”; “How Anthropic’s Dynamic Workflows Coordinate Claude Agents (Updated with video!) — Latent Space”, and 1 more.

langchain.com — 61 appearances in the Times since September 9, one of them today.

Our page is the summary; LangChain Blog's is the story. Click through — they earned it.

The wire scored it 6 of 10 — inside pages, and worth the ink.

This lands hardest with a leader scaling past one agent. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “The five components of building a "company harness"”; “How Anthropic’s Dynamic Workflows Coordinate Claude Agents (Updated with video!) — Latent Space”, and 1 more.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

Our page is the summary; The New Stack's is the story. Click through — they earned it.

Today's Five, front page: the wire scored it 6 of 10; the stamp is mine.

This lands hardest with a leader scaling past one agent. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “The five components of building a "company harness"”; “AI agent security is a lifecycle — not a gatekeeper”, and 1 more.

Latent Space — 123 appearances in the Times since September 5, one of them today.

Our page is the summary; Latent Space's is the story. Click through — they earned it.

The wire scored it 5 of 10 — inside pages, and worth the ink.

Made for a leader scaling past one agent, whether they know it yet or not. The move: read it with the team lead in the room. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “The five components of building a "company harness"”; “AI agent security is a lifecycle — not a gatekeeper”, and 1 more.

The New Stack — 318 appearances in the Times since August 22, 4 of them today.

Our page is the summary; The New Stack's is the story. Click through — they earned it.

From our research notes:

• Telecom auditors paid on contingency earn most of their fee from future savings, not refunds. On an AI bill, the vendor's usage data can't be the check; the team's own logs must be. — Yellowstone County MT, SpyGlass Snapshot Audit Agreement (signed 2023-11-29, board packet 2023-12-12)., 2023-11-29
• LangChain's router saved money against always using its strongest model, but was never tested against always using the middle one. One independent test found that simple choice matched a router. — Runkle and Yurtsev (LangChain), "How to Build a Model Router in the Harness", LangChain blog, 1 October 2026. Read in full through the sanitized fetch., 2026-10-01
• In six vendor-heavy tooling markets, asking who besides the seller would measure a claim left no clean numbers at all. Where academics or governments measure, the same question only trims the list. — RCR-Router (Wang et al.), "Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory", arXiv, 2025-08-07

Ollama Blog: 16 in our pages since September 9. I read them all — emphasis on investigative.

Go read Ollama Blog. They earned the byline.

No story here today, so I've got nothing in my notes.

From our research notes:

• Telecom auditors paid on contingency earn most of their fee from future savings, not refunds. On an AI bill, the vendor's usage data can't be the check; the team's own logs must be. — Yellowstone County MT, SpyGlass Snapshot Audit Agreement (signed 2023-11-29, board packet 2023-12-12)., 2023-11-29
• LangChain's router saved money against always using its strongest model, but was never tested against always using the middle one. One independent test found that simple choice matched a router. — Runkle and Yurtsev (LangChain), "How to Build a Model Router in the Harness", LangChain blog, 1 October 2026. Read in full through the sanitized fetch., 2026-10-01
• In six vendor-heavy tooling markets, asking who besides the seller would measure a claim left no clean numbers at all. Where academics or governments measure, the same question only trims the list. — RCR-Router (Wang et al.), "Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory", arXiv, 2025-08-07

Ollama Blog: 16 in our pages since September 9. I read them all — emphasis on investigative.

Go read Ollama Blog. They earned the byline.

This desk came up empty. The front page didn't.

Not enough to call it yet. Back to the notebook.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Towards Data Science. They've got the details.

I checked the shelf. Nothing yet.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

Go read Towards Data Science. They earned the byline.

We don't have much on this one. I'm still looking.

LangChain Blog: 61 in our pages since September 9. I read them all — emphasis on investigative.

LangChain Blog has more than I can fit in this notebook.

Start with the corners, then the edges. I'm in there somewhere.

From our research notes:

• Telecom auditors paid on contingency earn most of their fee from future savings, not refunds. On an AI bill, the vendor's usage data can't be the check; the team's own logs must be. — Yellowstone County MT, SpyGlass Snapshot Audit Agreement (signed 2023-11-29, board packet 2023-12-12)., 2023-11-29
• LangChain's router saved money against always using its strongest model, but was never tested against always using the middle one. One independent test found that simple choice matched a router. — Runkle and Yurtsev (LangChain), "How to Build a Model Router in the Harness", LangChain blog, 1 October 2026. Read in full through the sanitized fetch., 2026-10-01
• In six vendor-heavy tooling markets, asking who besides the seller would measure a claim left no clean numbers at all. Where academics or governments measure, the same question only trims the list. — RCR-Router (Wang et al.), "Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory", arXiv, 2025-08-07

Ollama Blog: 16 in our pages since September 9. I read them all — emphasis on investigative.

Go read Ollama Blog. They earned the byline.

Not enough to call it yet. Back to the notebook.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Towards Data Science. They've got the details.

I checked the shelf. Nothing yet.

Towards Data Science: 105 in our pages since September 5. I read them all — emphasis on investigative.

Go read Towards Data Science. They earned the byline.

I have the headline. I don't have the answer yet.

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

Read The New Stack's original. They did the reporting.

Something changed. I want to know what.

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

This one's theirs. Read The New Stack's reporting.

We don't have much on this one. I'm still looking.

LangChain Blog: 61 in our pages since September 9. I read them all — emphasis on investigative.

LangChain Blog has more than I can fit in this notebook.

From our research notes:

• Nolla Health's 95% agreement gate in Utah counts only the cases its AI did not escalate, so sending too many patients to a doctor never counts against it. — Regulatory mitigation agreement, Office of AI Policy / Division of Professional Licensing / Magic Health (d/b/a Nolla Health), with the April 2026 proposal as Schedule B., 2026-09-22
• Across 718 firms, coding agents brought more code and nearly twice the share of work sent back in review, yet finished work did not measurably rise. — Fiona Chen and James Stratton (Harvard), "Artificial Intelligence in the Firm, 2026-08-04
• Utah signed Legion Health's AI psychiatric refill deal six months before Nolla's, with stricter numeric gates. But its gate counts only missed escalations, so over-escalating passes free. — Agreement between the Office of Artificial Intelligence Policy, Legion Health PA, Legion Health, Inc., 2026-03-19

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

The New Stack has the full story. Start there.

Something doesn't quite line up here.

Latent Space: 123 in our pages since September 5. I read them all — emphasis on investigative.

Latent Space has more than I can fit in this notebook.

From our research notes:

• Three of four AI exclusions on insurance forms define AI by the content it makes, not what it does. None names agents, and the London market says it is drafting a definition. — Philadelphia Indemnity, "Musical Composition and Generative Artificial Intelligence Exclusion", PI-IT-036 (09/23), amending the Integrated Technology E&O and Cyber Risk Coverage…, 2023-09
• Two senators announced an AI agent liability bill on 1 October, but the Senate record shows nothing was introduced that day. Until a bill number exists, quote the press release. — Hawley's office published "Senators Hawley, Murphy Announce Bipartisan AI Agent Accountability Act" on Thursday 1 October 2026., 2026-10-01
• Researchers already have a name for the problem this design tackles, comparing how a team is wired with how its work needs it: conformance checking. Use their term and keep the design. — Part (2), the gate, and the primary settles IT in one sentence., 2023-12-21

The New Stack: 318 in our pages since August 22. I read them all — emphasis on investigative.

Don't stop with my notes. The New Stack has the original.