hn.today

White House proxies, data centers, and Binance heist

First things first

AI is spreading everywhere, from coding and image models to chips, security research, and workflows that cost a small fortune. The pace is wild.

But the bigger story may be where progress meets real-world limits: voters rejecting data centers, hackers probing critical systems, and cities making scrappy safety fixes permanent. Meanwhile, old code and old games are getting surprisingly fresh, unexpected second lives, with the stakes rising for people and places alike.

The top 6

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Quote of the day

As you think, so shall you become.

Bruce Lee

Also big today

A New Go API for JSON

A New Go API for JSON

Go 1.27 makes the new `encoding/json/v2` and `encoding/json/jsontext` packages stable and generally available. They address long-standing problems in Go’s original JSON API while retaining flexible support for encoding and decoding Go types.

387 points · 199 comments · go.dev

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One for the road

How many tickles does it take to make an octopus laugh?

Ten tickles.

Worth a look

Provable Inference

Provable Inference

Anthropic’s FlashProve system uses zkSNARKs to prove that an AI response came from a specified model while keeping its weights hidden. It generates proofs for a 400-billion-parameter model at about 110 tokens per second on one H100 GPU, though proof generation takes 70-95 times the GPU time of ordinary inference.

236 points · 121 comments · anthropic.com

Song of the day

Born to Run

Bruce Springsteen

Deep cuts

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