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AI GPUs probably live longer than three years

People who think current AI use is unsustainable often rely on the claim that inference GPUs only last “three years at the most” under load1. The idea here is that once the AI bubble money drains away, current infrastructure will rapidly become obsolete, and there won’t be e...

Tom Renner on My place to put things Supports Webmention
• Tom Renner

Things that made me think: Open Source trust relationships, knowledge without provenance, and theory building

This series is a place to collect interesting things I’ve seen, read, or heard, along with some brief thoughts (often incomplete and/or inconclusive) that they provoked. AI Agent Lands PRs in Major OSS Projects, Targets Maintainers via Cold Outreach – socket.dev Back in ...

Hugo Tunius - Blog
• Hugo Tunius

The Sword Juggling Fallacy

Sword juggling is simple. I’ll prove it to you by explaining it. First, acquire three – or, if you feel ambitious, four swords. Divide the swords between your hands. Starting with one hand, the one holding two swords if juggling with three, toss a sword into the air. As this sword is about to reach your other hand, toss the sword in that hand and catch the falling sword by, and this is important, its handle, not the blade. Then repeat this process as the airborne sword reaches the hand you started with. Now keep doing this, ensuring that you do not cut your fingers off in the process.

Marcus on AI
• Gary Marcus

What Washington must do

What Washington must do

”The only way out is through”

Terence Eden’s Blog
• @edent

Did Frank Sinatra really think "Something" was a Lennon/McCartney song?

Read enough articles about The Beatles and you'll repeatedly hit the claim that Frank Sinatra frequently introduced his cover of George Harrison's "Something" as his "favourite Lennon & McCartney number." Much like the misquote about Ringo not being the best drummer in The Beatles, I think this might be one of those semi-apocryphal lines which has taken on a life of its own. Here's what Paul…

Eli Bendersky's website
• Eli Bendersky

Plugins case study: Pluggy

Recently I came upon Pluggy, a Python library for developing plugin systems. It was originally developed as part of the pytest project - known for its rich plugin ecosystem - and later extracted into a standalone library. You're supposed to reach out for Pluggy if you want to add a plugin system …

Old Vintage Computing Research Updates instantly via WebSub
ClassicHasClass

Building a serial and VGA "everything console"

Some of our recent (and some upcoming) projects are oriented to systems with serial consoles, but it's been getting pretty old dragging around old CRT terminals or tying up Mac laptops with a serial port. I'd like something that's self-contained, a little more portable and a...

Simon Willison's Weblog Supports Webmention

Publishing WASM wheels to PyPI for use with Pyodide

The Pyodide 314.0 release announcement (via Hacker News) includes news I've been looking forward to for a long time: You can now publish Python packages built for Pyodide (or any Python runtime compatible with the PyEmscripten platform defined in PEP 783) directly to PyPI a...

Simon Willison's Weblog Supports Webmention

luau-wasm 0.1a0

Release: luau-wasm 0.1a0

See Publishing WASM wheels to PyPI for use with Pyodide for details.

Tags: lua, webassembly, pyodide

John D. Cook
• John

RSA munitions T-shirt

Back when the US government classified strong encryption as “munitions,” RSA public key cryptography was illegal to export. In 1995, Adam Back protested this by creating a terse, obfuscated implementation of RSA in Perl code and used it as an email signature. The code was also printed on T-shirts. The shirt was classified as munitions […]

The post RSA munitions T-shirt first appeared on John D. Cook.

Pluralistic: Daily links from Cory Doctorow
• Cory Doctorow

Pluralistic: Shareholder supremacy and the precog CEO (13 Jun 2026)

Today's links Shareholder supremacy and the precog CEO: A bright line test that's totally unfalsifiable. Hey look at this: Delights to delectate. Object permanence: Msft v Linux geeks; James Joyce scholars v Joyce estate; iPod sweatshops; Pratchett initiates assisted suicide;...

Marcus on AI
• Gary Marcus

The White House’s shambolic AI policy

The White House’s shambolic AI policy

Also , why states are taking things into their own hands, and what might be better

Ken Shirriff's blog Updates instantly via WebSub
Ken Shirriff

The adder at the heart of Intel's 8087 floating-point chip

In 1980, Intel released the Intel 8087 floating-point coprocessor, a chip that could make math up to 100 times faster. As well as arithmetic and square roots, the 8087 computed transcendental functions including tangent, exponentiation, and logarithms. But it all depended on...

Andrew Nesbitt Valid
• Andrew Nesbitt

This Week in Package Management: 13 June 2026

Releases, advisories, and articles from across the package management world

Construction Physics
• Brian Potter

Reading List 06/13/2026

Reading List 06/13/2026

Homes being built on top of libraries, Patriot missile manufacturing, an effort to construct new US coal plants, a tunnel between the US and Russia, and more.

Marcus on AI
• Gary Marcus

Breaking news: US Commerce Department effectively shuts down Anthropic’s latest models

After two years of underregulating AI, the US government suddenly takes the nuclear option

Simon Willison's Weblog Supports Webmention

Statement on the US government directive to suspend access to Fable 5 and Mythos 5

Statement on the US government directive to suspend access to Fable 5 and Mythos 5 Well this is nuts: The US government, citing national security authorities, has issued an export control directive to suspend all access to Fable 5 and Mythos 5 by any foreign national, wheth...

Simon Willison's Weblog Supports Webmention

OpenAI WebRTC Audio Session, now with document context

OpenAI WebRTC Audio Session, now with document context

I built the first version of this tool in December 2024 to try out the then-new OpenAI WebRTC API for interacting with their realtime audio models.

Last month OpenAI introduced a brand new model to that API called GPT‑Realtime‑2, which they promoted as "our first voice model with GPT‑5‑class reasoning" - with a Sep 30, 2024 knowledge cut-off.

I've been waiting for that model to show up in the ChatGPT iPhone app but it still hasn't, so I revisited my old playground.

You can now pick the better model, and you can also paste in a big chunk of document context so you can have as audio conversation in your browser about whatever information you think would be useful to explore in a conversational way.

Screenshot of a web interface titled "OpenAI WebRTC Audio Session" with a gray status dot. Form fields: "OpenAI API Token" showing a masked password of dots, "Voice" dropdown set to "Coral", "Model" dropdown set to "gpt-realtime-2". A collapsible section labeled "▼ Document context (optional — paste text to talk about)" with bold instruction "Paste a document here before starting the session and the model will be able to discuss it with you" above a textarea containing a pasted Markdown document about whether DuckDB can run untrusted SQL as safely as Datasette runs SQLite. Below are a blue "Start Session" button and a gray disabled "Mute Mic" button, then a green success message "Session established successfully!" At the bottom, a dark panel headed "Last transcript" reads: "DuckDB can be made about as safe as SQLite for running untrusted SELECT queries, but only if you lock it down properly. Using read only true by itself is not enough, because SQL can still" (text cut off).

Tags: audio, tools, ai, openai, generative-ai, llms, multi-modal-output, webrtc

Armin Ronacher's Thoughts and Writings
• Armin Ronacher

Dangerous Technology For Americans Only

There is a bit of schadenfreude on Twitter right now about Anthropic being hit by the US government’s export control directive to suspend access to Fable and Mythos. Anthropic and their leadership have spent a lot of time and effort describing its own technology as dangerou...

Fernando Borretti

Human Routers of Machine Words

On people who use AI to think.