Today's paper: 30 stories, 5 on the front page, 6 desks staffed.

One of today's Five — the wire scored it 9 of 10, and I stamped it.

The reader this serves: an engineering lead who directs more than they type. The move: read it before the next review, not after. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside 4 more today: “Practitioner Voice”; “An updated Model Spec for more capable and beneficial AI”, and 2 more.

Martin Fowler — 29 appearances in the Times since August 24, 3 of them today.

Martin Fowler has the full story; we hold the door open. Go read the original.

THE DIRECTING DESK today: 5 stories.

One of today's Five — the wire scored it 9 of 10, and I stamped it.

The reader this serves: an engineering lead who directs more than they type. The move: read it before the next review, not after. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside 4 more today: “Practitioner Voice”; “An updated Model Spec for more capable and beneficial AI”, and 2 more.

Martin Fowler — 29 appearances in the Times since August 24, 3 of them today.

Martin Fowler has the full story; we hold the door open. Go read the original.

THE AMPLIFIER DESK today: 5 stories.

One of today's Five — the wire scored it 9 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, beside 4 more today: “The October inflection point for vibe game development”; “AI Isn't Replacing SREs. It's Deskilling Them.”, and 2 more.

GitHub Blog AI — 41 appearances in the Times since September 5, one of them today.

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

THE LOOP DESK today: 5 stories.

Inside pages at 7 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by a builder running agents end to end. The move: put it in the loop and watch the second pass. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE LOOP DESK, beside 4 more today: “Building a multiplayer game world with autonomous Fable-class models”; “Anthropic just removed one of Claude’s biggest usage limits — but not for everyone”, and 2 more.

langchain.com — 65 appearances in the Times since September 9, 2 of them today.

Pulled from LangChain Blog. The original is worth your click — the byline earned it.

THE CONTEXT DESK today: 5 stories.

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

One for 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, beside 4 more today: “How Uber Built A Gateway For AI Agents To Access Tools”; “Why Agents Love Supabase — Latent Space”, and 2 more.

langchain.com — 65 appearances in the Times since September 9, 2 of them today.

Pulled from LangChain Blog. The original is worth your click — the byline earned it.

THE VERIFY DESK today: 5 stories.

The Five, and it earned the spot — the wire scored it 9 of 10, I chose it.

One for 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 4 more today: “Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale”; “How we detect frontier model misalignment”, and 2 more.

Faros AI Blog — 54 appearances in the Times since September 5, one of them today.

Pulled from Faros AI Blog. The original is worth your click — the byline earned it.

THE FLEET DESK today: 4 stories.

Made the wire at 8 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: “Microsoft's Voluntary Exit Is Not a Layoff. It's a New Model of Management JOSH BERSIN”; “Kubernetes just formed a workload conformance group. Here’s why it matters for AI teams.”, and 1 more.

labs.ycombinator.com — first appearance in the Times. Found via Hacker News Best.

labs.ycombinator.com 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.

THE WIRE today: 1 story.

The wire scored it 4 of 10 — inside pages, and worth the ink.

This lands hardest with any reader building with agents. The move: read it before the day fills up. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

Simon Willison — 152 appearances in the Times since August 22, 4 of them today.

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

One of today's Five — the wire scored it 9 of 10, and I stamped it.

The reader this serves: an engineering lead who directs more than they type. The move: read it before the next review, not after. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside 4 more today: “Practitioner Voice”; “An updated Model Spec for more capable and beneficial AI”, and 2 more.

Martin Fowler — 29 appearances in the Times since August 24, 3 of them today.

Martin Fowler has the full story; we hold the door open. Go read the original.

Inside pages at 7 of 10. The lead had a bigger day; this one had a point.

One for an engineering lead who directs more than they type. The move: hand it to the agent as the brief, not the plan. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside 4 more today: “Why are good developers so wary of agentic development?”; “An updated Model Spec for more capable and beneficial AI”, and 2 more.

Martin Fowler — 29 appearances in the Times since August 24, 3 of them today.

Pulled from Martin Fowler. The original is worth your click — the byline earned it.

Inside pages at 7 of 10. The lead had a bigger day; this one had a point.

One for an engineering lead who directs more than they type. The move: hand it to the agent as the brief, not the plan. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside 4 more today: “Why are good developers so wary of agentic development?”; “Practitioner Voice”, and 2 more.

OpenAI News — 102 appearances in the Times since September 5, 2 of them today.

Pulled from OpenAI News. The original is worth your click — the byline earned it.

The wire scored it 7 of 10 — inside pages, and worth the ink.

This lands hardest with an engineering lead who directs more than they type. The move: rewrite Monday's first prompt with it. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside 4 more today: “Why are good developers so wary of agentic development?”; “Practitioner Voice”, and 2 more.

Stack Overflow Blog — 38 appearances in the Times since September 5, 2 of them today.

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

Inside pages at 7 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by an engineering lead who directs more than they type. The move: hand it to the agent as the brief, not the plan. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside 4 more today: “Why are good developers so wary of agentic development?”; “Practitioner Voice”, and 2 more.

Martin Fowler — 29 appearances in the Times since August 24, 3 of them today. Found via Hacker News Best.

Pulled from Martin Fowler. The original is worth your click — the byline earned it.

One of today's Five — the wire scored it 9 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, beside 4 more today: “The October inflection point for vibe game development”; “AI Isn't Replacing SREs. It's Deskilling Them.”, and 2 more.

GitHub Blog AI — 41 appearances in the Times since September 5, one of them today.

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

Inside pages at 8 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by anyone whose day holds more work than hours. The move: time it against the way you did it last week. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 4 more today: “Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents”; “AI Isn't Replacing SREs. It's Deskilling Them.”, and 2 more.

Simon Willison — 152 appearances in the Times since August 22, 4 of them today.

Pulled from Simon Willison. The original is worth your click — the byline earned it.

Made the wire at 7 of 10. Not the lead, and I'd still not leave it on the floor.

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, beside 4 more today: “Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents”; “The October inflection point for vibe game development”, and 2 more.

newsletter.signoz.io — first appearance in the Times. Found via Hacker News Best.

newsletter.signoz.io has the full story; we hold the door open. Go read the original.

Inside pages at 7 of 10. The lead had a bigger day; this one had a point.

One for anyone whose day holds more work than hours. The move: time it against the way you did it last week. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 4 more today: “Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents”; “The October inflection point for vibe game development”, and 2 more.

Pragmatic Engineer — 38 appearances in the Times since September 5, one of them today.

Pulled from Pragmatic Engineer. The original is worth your click — the byline earned it.

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

The reader this serves: anyone whose day holds more work than hours. 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, beside 4 more today: “Octoverse: Commits, pushes, reach new highs in 2026 as developers build with agents”; “The October inflection point for vibe game development”, and 2 more.

Simon Willison — 152 appearances in the Times since August 22, 4 of them today.

Simon Willison has the full story; we hold the door open. Go read the original.

Inside pages at 7 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by a builder running agents end to end. The move: put it in the loop and watch the second pass. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE LOOP DESK, beside 4 more today: “Building a multiplayer game world with autonomous Fable-class models”; “Anthropic just removed one of Claude’s biggest usage limits — but not for everyone”, and 2 more.

langchain.com — 65 appearances in the Times since September 9, 2 of them today.

Pulled from LangChain Blog. The original is worth your click — the byline earned it.

Inside pages at 7 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by a builder running agents end to end. The move: put it in the loop and watch the second pass. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE LOOP DESK, beside 4 more today: “The Art of Loop Engineering”; “Anthropic just removed one of Claude’s biggest usage limits — but not for everyone”, and 2 more.

Simon Willison — 152 appearances in the Times since August 22, 4 of them today.

Pulled from Simon Willison. The original is worth your click — the byline earned it.

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

Best enjoyed by a builder running agents end to end. The move: put it in the loop and watch the second pass. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE LOOP DESK, beside 4 more today: “The Art of Loop Engineering”; “Building a multiplayer game world with autonomous Fable-class models”, and 2 more.

The New Stack — 338 appearances in the Times since August 22, 3 of them today.

Pulled from The New Stack. The original is worth your click — the byline earned it.

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

Best enjoyed by a builder running agents end to end. The move: put it in the loop and watch the second pass. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE LOOP DESK, beside 4 more today: “The Art of Loop Engineering”; “Building a multiplayer game world with autonomous Fable-class models”, and 2 more.

Latent Space — 130 appearances in the Times since September 5, 3 of them today.

Pulled from Latent Space. The original is worth your click — the byline earned it.

Made the wire at 4 of 10. Not the lead, and I'd still not leave it on the floor.

The reader this serves: a builder running agents end to end. The move: let the agent read it before the next iteration. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE LOOP DESK, beside 4 more today: “The Art of Loop Engineering”; “Building a multiplayer game world with autonomous Fable-class models”, and 2 more.

Latent Space — 130 appearances in the Times since September 5, 3 of them today.

Latent Space 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.

One for 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, beside 4 more today: “How Uber Built A Gateway For AI Agents To Access Tools”; “Why Agents Love Supabase — Latent Space”, and 2 more.

langchain.com — 65 appearances in the Times since September 9, 2 of them today.

Pulled from LangChain Blog. The original is worth your click — the byline earned it.

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

This lands hardest with the one who feeds the agents' memory. The move: feed it to the agents' memory before the next prompt. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE CONTEXT DESK, beside 4 more today: “How to build evidence-grounded agent memory with OpenWiki and Graphs”; “Why Agents Love Supabase — Latent Space”, and 2 more.

ByteByteGo — 44 appearances in the Times since August 22, one of them today.

Our page is the summary; ByteByteGo'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 the one who feeds the agents' memory. The move: feed it to the agents' memory before the next prompt. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE CONTEXT DESK, beside 4 more today: “How to build evidence-grounded agent memory with OpenWiki and Graphs”; “How Uber Built A Gateway For AI Agents To Access Tools”, and 2 more.

Latent Space — 130 appearances in the Times since September 5, 3 of them today.

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

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, beside 4 more today: “How to build evidence-grounded agent memory with OpenWiki and Graphs”; “How Uber Built A Gateway For AI Agents To Access Tools”, and 2 more.

The New Stack — 338 appearances in the Times since August 22, 3 of them today.

Pulled from The New Stack. The original is worth your click — the byline earned it.

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, beside 4 more today: “How to build evidence-grounded agent memory with OpenWiki and Graphs”; “How Uber Built A Gateway For AI Agents To Access Tools”, and 2 more.

Stack Overflow Blog — 38 appearances in the Times since September 5, 2 of them today.

Pulled from Stack Overflow Blog. The original is worth your click — the byline earned it.

The Five, and it earned the spot — the wire scored it 9 of 10, I chose it.

One for 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 4 more today: “Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale”; “How we detect frontier model misalignment”, and 2 more.

Faros AI Blog — 54 appearances in the Times since September 5, one of them today.

Pulled from Faros AI Blog. The original is worth your click — the byline earned it.

One of today's Five — the wire scored it 9 of 10, and I stamped it.

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 4 more today: “What AI caught in PRs our human reviewers had approved”; “How we detect frontier model misalignment”, and 2 more.

engineering.fb.com — 4 appearances in the Times since October 23, one of them today.

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

Inside pages at 8 of 10. The lead had a bigger day; this one had a point.

One for 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 4 more today: “What AI caught in PRs our human reviewers had approved”; “Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale”, and 2 more.

OpenAI News — 102 appearances in the Times since September 5, 2 of them today.

Pulled from OpenAI News. The original is worth your click — the byline earned it.

The wire scored it 8 of 10 — inside pages, and worth the ink.

This lands hardest with a quality lead, or anyone who signs off. The move: write the test before the fix. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 4 more today: “What AI caught in PRs our human reviewers had approved”; “Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale”, and 2 more.

doublepulsar.com — first appearance in the Times. Found via Hacker News Best.

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

Inside pages at 8 of 10. The lead had a bigger day; this one had a point.

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 4 more today: “What AI caught in PRs our human reviewers had approved”; “Catching Bugs Before They Land: JiTTesting’s Human-on-the-Loop Approach at Full Scale”, and 2 more.

phorion.io — first appearance in the Times. Found via Hacker News Best.

Pulled from phorion.io. The original is worth your click — the byline earned it.

Made the wire at 8 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: “Microsoft's Voluntary Exit Is Not a Layoff. It's a New Model of Management JOSH BERSIN”; “Kubernetes just formed a workload conformance group. Here’s why it matters for AI teams.”, and 1 more.

labs.ycombinator.com — first appearance in the Times. Found via Hacker News Best.

labs.ycombinator.com 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: “Agents in Games”; “Kubernetes just formed a workload conformance group. Here’s why it matters for AI teams.”, and 1 more.

Josh Bersin — 21 appearances in the Times since September 6, one of them today.

Josh Bersin has the full story; we hold the door open. Go read the original.

Inside pages at 4 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by a leader scaling past one agent. The move: pilot it on one team before the fleet. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 3 more today: “Agents in Games”; “Microsoft's Voluntary Exit Is Not a Layoff. It's a New Model of Management JOSH BERSIN”, and 1 more.

The New Stack — 338 appearances in the Times since August 22, 3 of them today.

Pulled from The New Stack. The original is worth your click — the byline earned it.

Made the wire at 4 of 10. Not the lead, and I'd still not leave it on the floor.

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: “Agents in Games”; “Microsoft's Voluntary Exit Is Not a Layoff. It's a New Model of Management JOSH BERSIN”, and 1 more.

Ollama Blog — 17 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 wire scored it 4 of 10 — inside pages, and worth the ink.

This lands hardest with any reader building with agents. The move: read it before the day fills up. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

Simon Willison — 152 appearances in the Times since August 22, 4 of them today.

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

Nothing in the files on this yet. I want to know why.

Martin Fowler: 29 in our pages since August 24. I read them all — emphasis on investigative.

This one's theirs. Read Martin Fowler's reporting.

Nothing in the files on this yet. I want to know why.

Martin Fowler: 29 in our pages since August 24. I read them all — emphasis on investigative.

This one's theirs. Read Martin Fowler's reporting.

I'm missing a piece. Give me a minute.

GitHub Blog AI: 41 in our pages since September 5. I read them all — emphasis on investigative.

Read GitHub Blog AI's original. They did the reporting.

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

LangChain Blog: 65 in our pages since September 9. I read them all — emphasis on investigative.

I pulled this from LangChain Blog. They've got the details.

No paper on the shelf has this one nailed down.

LangChain Blog: 65 in our pages since September 9. I read them all — emphasis on investigative.

The full piece is at LangChain Blog. It's worth your time.

From our research notes:

• Platform fees are easy to leave out and can be the biggest cost of all. In one worked example the fee added 42.8% on top of what participants were paid. — Amazon Mechanical Turk closure notice, on mturk.com itself., 2026-08-30
• Utah's AI office still hasn't published Nolla Health's pass marks in its newer two-sided form, and the signed agreement is unchanged since 22 September. The real test is decided in private. — Office of AI Policy, "Authorized AI Pilots", live page read 2026-10-17., 2026-10-17

Faros AI Blog: 54 in our pages since September 5. I read them all — emphasis on investigative.

The full piece is at Faros AI Blog. It's worth your time.

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

labs.ycombinator.com: first time in our pages. I'll be reading them from here.

Read labs.ycombinator.com's original. They did the reporting.

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

Nothing in the files on this yet. I want to know why.

Simon Willison: 152 in our pages since August 22. I read them all — emphasis on investigative.

Simon Willison has the full story. Start there.

Nothing in the files on this yet. I want to know why.

Martin Fowler: 29 in our pages since August 24. I read them all — emphasis on investigative.

This one's theirs. Read Martin Fowler's reporting.

We've covered this one. The source has the deeper read.

Martin Fowler: 29 in our pages since August 24. I read them all — emphasis on investigative.

I can give you my notes. Martin Fowler can give you the reporting.

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
• Before naming a product after a metaphor, check whether your buyer's own rulebook already defines the word. If it does, that definition is the bar you'll be judged against. — Part (2), the gate, and the primary settles IT in one sentence., 2023-12-21
• The closest earlier model of this idea was built with Office of Naval Research money. To a Navy buyer, new work on it reads as a continuation of their own research, not a rival. — Part (2), the gate, and the primary settles IT in one sentence., 2023-12-21

OpenAI News: 102 in our pages since September 5. I read them all — emphasis on investigative.

The full piece is at OpenAI News. It's worth your time.

There's a gap in the record here.

Stack Overflow Blog: 38 in our pages since September 5. I read them all — emphasis on investigative.

Stack Overflow Blog has more than I can fit in this notebook.

This one's been through my notebook. The original is worth reading.

Martin Fowler: 29 in our pages since August 24. I read them all — emphasis on investigative.

This came from Martin Fowler. Read their piece.

I'm missing a piece. Give me a minute.

GitHub Blog AI: 41 in our pages since September 5. I read them all — emphasis on investigative.

Read GitHub Blog AI's original. They did the reporting.

There's a story here. We just don't have all of it yet.

Simon Willison: 152 in our pages since August 22. I read them all — emphasis on investigative.

This came from Simon Willison. Read their piece.

The headline is ahead of our files on this one.

newsletter.signoz.io: first time in our pages. I'll be reading them from here.

Read newsletter.signoz.io's original. They did the reporting.

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

Pragmatic Engineer: 38 in our pages since September 5. I read them all — emphasis on investigative.

I can give you my notes. Pragmatic Engineer can give you the reporting.

Something changed. I want to know what.

Simon Willison: 152 in our pages since August 22. I read them all — emphasis on investigative.

This one's theirs. Read Simon Willison's reporting.

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

LangChain Blog: 65 in our pages since September 9. I read them all — emphasis on investigative.

I pulled this from LangChain Blog. They've got the details.

I checked the shelf. Nothing yet.

Simon Willison: 152 in our pages since August 22. I read them all — emphasis on investigative.

This came from Simon Willison. Read their piece.

This one's been through my notebook. The original is worth reading.

The New Stack: 338 in our pages since August 22. I read them all — emphasis on investigative.

I pulled this from The New Stack. They've got the details.

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

Latent Space: 130 in our pages since September 5. I read them all — emphasis on investigative.

This came from Latent Space. Read their piece.

I wrote this one up last time. Nothing useful to add today.

Latent Space: 130 in our pages since September 5. I read them all — emphasis on investigative.

Latent Space did the legwork on this one.

No paper on the shelf has this one nailed down.

LangChain Blog: 65 in our pages since September 9. I read them all — emphasis on investigative.

The full piece is at LangChain Blog. It's worth your time.

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

ByteByteGo: 44 in our pages since August 22. I read them all — emphasis on investigative.

ByteByteGo has more than I can fit in this notebook.

Something changed. I want to know what.

Latent Space: 130 in our pages since September 5. I read them all — emphasis on investigative.

Latent Space has the full story. Start there.

This one's been through my notebook. The original is worth reading.

The New Stack: 338 in our pages since August 22. I read them all — emphasis on investigative.

This came from The New Stack. Read their piece.

This one's been through my notebook. The original is worth reading.

Stack Overflow Blog: 38 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Stack Overflow Blog. They've got the details.

From our research notes:

• Platform fees are easy to leave out and can be the biggest cost of all. In one worked example the fee added 42.8% on top of what participants were paid. — Amazon Mechanical Turk closure notice, on mturk.com itself., 2026-08-30
• Utah's AI office still hasn't published Nolla Health's pass marks in its newer two-sided form, and the signed agreement is unchanged since 22 September. The real test is decided in private. — Office of AI Policy, "Authorized AI Pilots", live page read 2026-10-17., 2026-10-17

Faros AI Blog: 54 in our pages since September 5. I read them all — emphasis on investigative.

The full piece is at Faros AI Blog. It's worth your time.

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

Meta AI Blog: 4 in our pages since October 23. I read them all — emphasis on investigative.

Meta AI Blog did the legwork on this one.

No paper on the shelf has this one nailed down.

OpenAI News: 102 in our pages since September 5. I read them all — emphasis on investigative.

The full piece is at OpenAI News. It's worth your time.

Something doesn't quite line up here.

doublepulsar.com: first time in our pages. I'll be reading them from here.

doublepulsar.com has more than I can fit in this notebook.

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

phorion.io: first time in our pages. I'll be reading them from here.

This came from phorion.io. Read their piece.

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

labs.ycombinator.com: first time in our pages. I'll be reading them from here.

Read labs.ycombinator.com's original. They did the reporting.

I checked the shelf. Nothing yet.

Josh Bersin: 21 in our pages since September 6. I read them all — emphasis on investigative.

Go read Josh Bersin. They earned the byline.

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

The New Stack: 338 in our pages since August 22. I read them all — emphasis on investigative.

I pulled this from The New Stack. They've got the details.

Our files stop short. I'll keep looking.

Ollama Blog: 17 in our pages since September 9. I read them all — emphasis on investigative.

Ollama Blog did the legwork on this one.

Nothing in the files on this yet. I want to know why.

Simon Willison: 152 in our pages since August 22. I read them all — emphasis on investigative.

Simon Willison has the full story. Start there.

Today's paper: 23 stories, 5 on the front page, 6 desks staffed.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

The Five, and it earned the spot — the wire scored it 6 of 10, I chose it.

Best enjoyed by anyone whose day holds more work than hours. The move: time it against the way you did it last week. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 3 more today: “Introducing GPT-6.1 Terra”; “Coding From the Himalayas With an Offline AI Agent — Latent Space”, and 1 more.

Faros AI Blog — 54 appearances in the Times since September 5, 2 of them today.

Pulled from Faros AI Blog. The original is worth your click — the byline earned it.

THE DIRECTING DESK today: 2 stories.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

Made for an engineering lead who directs more than they type, whether they know it yet or not. The move: rewrite Monday's first prompt with it. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside one more today: “Anthropic illegally trained Claude with Stanford professors’ books”.

Google DeepMind Blog — 19 appearances in the Times since September 6, one of them today. Found via Hacker News Best.

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

THE AMPLIFIER DESK today: 4 stories.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

The Five, and it earned the spot — the wire scored it 6 of 10, I chose it.

Best enjoyed by anyone whose day holds more work than hours. The move: time it against the way you did it last week. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 3 more today: “Introducing GPT-6.1 Terra”; “Coding From the Himalayas With an Offline AI Agent — Latent Space”, and 1 more.

Faros AI Blog — 54 appearances in the Times since September 5, 2 of them today.

Pulled from Faros AI Blog. The original is worth your click — the byline earned it.

THE LOOP DESK today: 1 story.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

One for a builder running agents end to end. The move: put it in the loop and watch the second pass. No per-story read on file; this note is the desk speaking, not the story.

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

The New Stack — 338 appearances in the Times since August 22, 5 of them today.

Pulled from The New Stack. The original is worth your click — the byline earned it.

THE CONTEXT DESK today: 1 story.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

The reader this serves: the one who feeds the agents' memory. 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.

langchain.com — 65 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 VERIFY DESK today: 5 stories.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

Made for a quality lead, or anyone who signs off, whether they know it yet or not. The move: write the test before the fix. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 4 more today: ““The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response”; “Who Watches the AI?”, and 2 more.

Federal News Network — 18 appearances in the Times since September 15, one of them today.

Our page is the summary; Federal News Network's is the story. Click through — they earned it.

THE FLEET DESK today: 5 stories.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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 4 more today: “The Mythical Man-Month in the age of AI - Jan van den Berg”; “Scale agents securely with IAM Helper Agent Skills and MCP Tools | Google Cloud Blog”, and 2 more.

The New Stack — 338 appearances in the Times since August 22, 5 of them today.

Our page is the summary; The New Stack'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.

THE WIRE today: 5 stories.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Inside pages at 4 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by any reader building with agents. The move: share it with whoever will ask about it first. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

Hugging Face Blog — 47 appearances in the Times since September 5, one of them today.

Pulled from Hugging Face Blog. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

Made for an engineering lead who directs more than they type, whether they know it yet or not. The move: rewrite Monday's first prompt with it. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside one more today: “Anthropic illegally trained Claude with Stanford professors’ books”.

Google DeepMind Blog — 19 appearances in the Times since September 6, one of them today. Found via Hacker News Best.

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

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Made the wire at 4 of 10. Not the lead, and I'd still not leave it on the floor.

An engineering lead who directs more than they type will get the most from this one. The move: read it before the next review, not after. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE DIRECTING DESK, beside one more today: “Genie 4: A new generation of world simulation — Google DeepMind”.

stanforddaily.com — 2 appearances in the Times since October 28, one of them today. Found via Hacker News Best.

stanforddaily.com has the full story; we hold the door open. Go read the original.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

The Five, and it earned the spot — the wire scored it 6 of 10, I chose it.

Best enjoyed by anyone whose day holds more work than hours. The move: time it against the way you did it last week. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 3 more today: “Introducing GPT-6.1 Terra”; “Coding From the Himalayas With an Offline AI Agent — Latent Space”, and 1 more.

Faros AI Blog — 54 appearances in the Times since September 5, 2 of them today.

Pulled from Faros AI Blog. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

Best enjoyed by anyone whose day holds more work than hours. The move: time it against the way you did it last week. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 3 more today: “Can Flint keep pace with Opus and Astra on real work?”; “Coding From the Himalayas With an Offline AI Agent — Latent Space”, and 1 more.

OpenAI News — 102 appearances in the Times since September 5, 2 of them today. Found via Hacker News Best.

Pulled from OpenAI News. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Today's Five, front page: the wire scored it 5 of 10; the stamp is mine.

This lands hardest with anyone whose day holds more work than hours. The move: try it on the one task that ate yesterday. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 3 more today: “Can Flint keep pace with Opus and Astra on real work?”; “Introducing GPT-6.1 Terra”, and 1 more.

Latent Space — 130 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 presses were quiet this morning — this is the October 28 edition, and it still holds up.

The wire scored it 4 of 10 — inside pages, and worth the ink.

This lands hardest with anyone whose day holds more work than hours. The move: try it on the one task that ate yesterday. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE AMPLIFIER DESK, beside 3 more today: “Can Flint keep pace with Opus and Astra on real work?”; “Introducing GPT-6.1 Terra”, and 1 more.

The New Stack — 338 appearances in the Times since August 22, 5 of them today.

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

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

One for a builder running agents end to end. The move: put it in the loop and watch the second pass. No per-story read on file; this note is the desk speaking, not the story.

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

The New Stack — 338 appearances in the Times since August 22, 5 of them today.

Pulled from The New Stack. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

The reader this serves: the one who feeds the agents' memory. 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.

langchain.com — 65 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 presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

Made for a quality lead, or anyone who signs off, whether they know it yet or not. The move: write the test before the fix. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 4 more today: ““The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response”; “Who Watches the AI?”, and 2 more.

Federal News Network — 18 appearances in the Times since September 15, one of them today.

Our page is the summary; Federal News Network's is the story. Click through — they earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Inside pages at 4 of 10. The lead had a bigger day; this one had a point.

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 4 more today: “Industry, legal experts urge FAR Council to set standards for AI in federal procurement - Federal News Network”; “Who Watches the AI?”, and 2 more.

The New Stack — 338 appearances in the Times since August 22, 5 of them today.

Pulled from The New Stack. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

The wire scored it 4 of 10 — inside pages, and worth the ink.

Made for a quality lead, or anyone who signs off, whether they know it yet or not. The move: write the test before the fix. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 4 more today: “Industry, legal experts urge FAR Council to set standards for AI in federal procurement - Federal News Network”; ““The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response”, and 2 more.

Towards Data Science — 108 appearances in the Times since September 5, one of them today.

Our page is the summary; Towards Data Science's is the story. Click through — they earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

The wire scored it 4 of 10 — inside pages, and worth the ink.

Made for a quality lead, or anyone who signs off, whether they know it yet or not. The move: write the test before the fix. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE VERIFY DESK, beside 4 more today: “Industry, legal experts urge FAR Council to set standards for AI in federal procurement - Federal News Network”; ““The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response”, and 2 more.

OpenAI News — 102 appearances in the Times since September 5, 2 of them today.

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

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Made the wire at 4 of 10. Not the lead, and I'd still not leave it on the floor.

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 4 more today: “Industry, legal experts urge FAR Council to set standards for AI in federal procurement - Federal News Network”; ““The panic hasn’t turned into patching”: What security researchers really think about the PHP2Shell response”, and 2 more.

Faros AI Blog — 54 appearances in the Times since September 5, 2 of them today.

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

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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 4 more today: “The Mythical Man-Month in the age of AI - Jan van den Berg”; “Scale agents securely with IAM Helper Agent Skills and MCP Tools | Google Cloud Blog”, and 2 more.

The New Stack — 338 appearances in the Times since August 22, 5 of them today.

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

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Made the wire at 4 of 10. Not the lead, and I'd still not leave it on the floor.

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 4 more today: “The hidden failure paths that affect Kubernetes control plane availability”; “Scale agents securely with IAM Helper Agent Skills and MCP Tools | Google Cloud Blog”, and 2 more.

j11g.com — first appearance in the Times. Found via Hacker News Best.

j11g.com has the full story; we hold the door open. Go read the original.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Inside pages at 4 of 10. The lead had a bigger day; this one had a point.

One for a leader scaling past one agent. The move: pilot it on one team before the fleet. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 4 more today: “The hidden failure paths that affect Kubernetes control plane availability”; “The Mythical Man-Month in the age of AI - Jan van den Berg”, and 2 more.

Google Cloud AI Blog — 72 appearances in the Times since September 7, one of them today.

Pulled from Google Cloud AI Blog. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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 4 more today: “The hidden failure paths that affect Kubernetes control plane availability”; “The Mythical Man-Month in the age of AI - Jan van den Berg”, and 2 more.

oioannou.com — 2 appearances in the Times since October 28, one of them today. Found via Hacker News Best.

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

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

The Five, and it earned the spot — the wire scored it 6 of 10, I chose it.

One for a leader scaling past one agent. The move: pilot it on one team before the fleet. No per-story read on file; this note is the desk speaking, not the story.

Filed on THE FLEET DESK, beside 4 more today: “The hidden failure paths that affect Kubernetes control plane availability”; “The Mythical Man-Month in the age of AI - Jan van den Berg”, and 2 more.

The New Stack — 338 appearances in the Times since August 22, 5 of them today.

Pulled from The New Stack. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Inside pages at 4 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by any reader building with agents. The move: share it with whoever will ask about it first. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

Hugging Face Blog — 47 appearances in the Times since September 5, one of them today.

Pulled from Hugging Face Blog. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

Inside pages at 4 of 10. The lead had a bigger day; this one had a point.

Best enjoyed by any reader building with agents. The move: share it with whoever will ask about it first. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

Together AI Blog — 16 appearances in the Times since September 6, one of them today.

Pulled from Together AI Blog. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

One for any reader building with agents. The move: share it with whoever will ask about it first. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

Fortune Eye on AI — 117 appearances in the Times since September 8, one of them today.

Pulled from Fortune Eye on AI. The original is worth your click — the byline earned it.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

The reader this serves: any reader building with agents. The move: keep it for the next time the question comes up. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

open3dlab.com — 2 appearances in the Times since October 28, one of them today. Found via Hacker News Best.

open3dlab.com has the full story; we hold the door open. Go read the original.

The presses were quiet this morning — this is the October 28 edition, and it still holds up.

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

The reader this serves: any reader building with agents. The move: keep it for the next time the question comes up. No per-story read on file; this note is the desk speaking, not the story.

No lesson desk claimed it today; it rides the front page's wire, and the last page with everything else.

ByteByteGo — 44 appearances in the Times since August 22, one of them today.

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

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

Faros AI Blog: 54 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Faros AI Blog. They've got the details.

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

Google DeepMind Blog: 19 in our pages since September 6. I read them all — emphasis on investigative.

Don't stop with my notes. Google DeepMind Blog has the original.

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

Faros AI Blog: 54 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Faros AI Blog. They've got the details.

Something doesn't quite line up here.

The New Stack: 338 in our pages since August 22. I read them all — emphasis on investigative.

I can give you my notes. The New Stack can give you the reporting.

No paper on the shelf has this one nailed down.

LangChain Blog: 65 in our pages since September 9. I read them all — emphasis on investigative.

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

I've got two questions already. I need better answers.

Federal News Network: 18 in our pages since September 15. I read them all — emphasis on investigative.

Want the whole story? Federal News Network has it.

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

The New Stack: 338 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.

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

From our research notes:

• AI models write Lua better than R even though Lua has less code online, possibly because Lua looks more like Python. So pick a language that resembles Python. — Giagnorio, Martin-Lopez & Bavota — No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code Generation in No-Resource Languages (arXiv 2606.16827, preprint), 2026-06-15
• In 49 of 60 tests across five less common programming languages, models passed more than half the time on the first try. Python is no longer the only safe bet. — Giagnorio, Martin-Lopez & Bavota — No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code Generation in No-Resource Languages (arXiv 2606.16827, preprint), 2026-06-15
• For a language models have barely seen, more pre-training on the base model, then adding back its instruction tuning, lifted first-try passes from near zero to above 25%. — Giagnorio, Martin-Lopez & Bavota — No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code Generation in No-Resource Languages (arXiv 2606.16827, preprint), 2026-06-15

Hugging Face Blog: 47 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Hugging Face Blog. They've got the details.

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

Google DeepMind Blog: 19 in our pages since September 6. I read them all — emphasis on investigative.

Don't stop with my notes. Google DeepMind Blog has the original.

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

stanforddaily.com: 2 in our pages since October 28. I read them all — emphasis on investigative.

Go read stanforddaily.com. They earned the byline.

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

Faros AI Blog: 54 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Faros AI Blog. They've got the details.

I checked the shelf. Nothing yet.

OpenAI News: 102 in our pages since September 5. I read them all — emphasis on investigative.

This came from OpenAI News. Read their piece.

From our research notes:

• In one study, a tutor that withheld answers undid the harm of AI help, but its students only matched those with no AI. Nothing yet shows good AI tutoring makes people learn faster. — "DORA 2025 State of AI-assisted Software Development Report." Publisher, 2026-09-01
• A campaign called No AI Fridays says it prevents skill loss, but the studies it cites measure people learning new skills, not losing ones they already had. — THE PRIMARY — noaifridays.com, read in full at the source (the whole campaign is one page)., 2026-09-01
• Google sells AI coding tools, yet its own DORA 2025 report found more AI use goes with less stable software delivery. A finding that costs its publisher is worth citing. — "DORA 2025 State of AI-assisted Software Development Report." Publisher, 2026-09-01

Latent Space: 130 in our pages since September 5. I read them all — emphasis on investigative.

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

Something changed. I want to know what.

The New Stack: 338 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.

The New Stack: 338 in our pages since August 22. I read them all — emphasis on investigative.

I can give you my notes. The New Stack can give you the reporting.

No paper on the shelf has this one nailed down.

LangChain Blog: 65 in our pages since September 9. I read them all — emphasis on investigative.

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

I've got two questions already. I need better answers.

Federal News Network: 18 in our pages since September 15. I read them all — emphasis on investigative.

Want the whole story? Federal News Network has it.

I'm missing a piece. Give me a minute.

The New Stack: 338 in our pages since August 22. I read them all — emphasis on investigative.

I pulled this from The New Stack. They've got the details.

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

Towards Data Science: 108 in our pages since September 5. I read them all — emphasis on investigative.

Want the whole story? Towards Data Science has it.

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

OpenAI News: 102 in our pages since September 5. I read them all — emphasis on investigative.

Don't stop with my notes. OpenAI News has the original.

I checked the shelf. Nothing yet.

Faros AI Blog: 54 in our pages since September 5. I read them all — emphasis on investigative.

Go read Faros AI Blog. They earned the byline.

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

The New Stack: 338 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.

Something changed. I want to know what.

j11g.com: first time in our pages. I'll be reading them from here.

This one's theirs. Read j11g.com's reporting.

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

Google Cloud AI Blog: 72 in our pages since September 7. I read them all — emphasis on investigative.

I can give you my notes. Google Cloud AI Blog can give you the reporting.

No paper on the shelf has this one nailed down.

oioannou.com: 2 in our pages since October 28. I read them all — emphasis on investigative.

oioannou.com has the full story. Start there.

Something doesn't quite line up here.

The New Stack: 338 in our pages since August 22. I read them all — emphasis on investigative.

I can give you my notes. The New Stack can give you the reporting.

From our research notes:

• AI models write Lua better than R even though Lua has less code online, possibly because Lua looks more like Python. So pick a language that resembles Python. — Giagnorio, Martin-Lopez & Bavota — No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code Generation in No-Resource Languages (arXiv 2606.16827, preprint), 2026-06-15
• In 49 of 60 tests across five less common programming languages, models passed more than half the time on the first try. Python is no longer the only safe bet. — Giagnorio, Martin-Lopez & Bavota — No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code Generation in No-Resource Languages (arXiv 2606.16827, preprint), 2026-06-15
• For a language models have barely seen, more pre-training on the base model, then adding back its instruction tuning, lifted first-try passes from near zero to above 25%. — Giagnorio, Martin-Lopez & Bavota — No Resource, No Benchmarks, No Problem? Evaluating and Improving LLMs for Code Generation in No-Resource Languages (arXiv 2606.16827, preprint), 2026-06-15

Hugging Face Blog: 47 in our pages since September 5. I read them all — emphasis on investigative.

I pulled this from Hugging Face Blog. They've got the details.

This one's been through my notebook. The original is worth reading.

Together AI Blog: 16 in our pages since September 6. I read them all — emphasis on investigative.

This came from Together AI Blog. Read their piece.

Something doesn't quite line up here.

Fortune Eye on AI: 117 in our pages since September 8. I read them all — emphasis on investigative.

I can give you my notes. Fortune Eye on AI can give you the reporting.

No paper on the shelf has this one nailed down.

open3dlab.com: 2 in our pages since October 28. I read them all — emphasis on investigative.

This one's theirs. Read open3dlab.com's reporting.

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

ByteByteGo: 44 in our pages since August 22. I read them all — emphasis on investigative.

ByteByteGo did the legwork on this one.