// stories

1668 stories · editorial analysis with viewpoints and sources

Stanford's CS336 just shipped a CLAUDE.md. Read it before your next PR review.

Jun 29

▸ Stanford's CS336 (Language Models from Scratch) checked a CLAUDE.md into the assignment repo — not a syllabus PDF, a machine-readable contract for wha...

DevOps / Platform Engineering AI / ML clear_take

Siri's Personal Context Finally Ships. App Intents Is Now Table Stakes.

Jun 29

▸ The personal-context Siri Apple demoed at WWDC 2024 — delayed twice in 2025 — is finally in iOS 26.

AI / ML Frontend / UI clear_take

Palantir tried to gag a Swiss magazine. The court said no.

Jun 29

▸ A Zurich court rejected Palantir's attempt to block the Swiss investigative outlet Republik from publishing reporting on its Gotham deployment with Sw...

Politics / Regulation Defense / GovTech clear_take

GitHub Stars Are Bookmarks. Stop Treating Them as Adoption.

Jun 29

▸ Owen McGrann's 'Dead Economy Theory' argues GitHub stars have decoupled from real usage — they're bookmarks, not adoption signals.

Open Source Career / Industry clear_take

The $200 Plan Burning $2,180 in Tokens: PMF or Subsidy?

Jun 29

▸ Anthropic is rumored to post its first profitable quarter, driven almost entirely by coding agents like Claude Code burning tokens 24/7.

AI / ML Career / Industry multiple_viewpoints

dav2d shipped before AV2 froze — that's the whole strategy

Jun 29

▸ Jean-Baptiste Kempf released dav2d while AV2's bitstream is still in flux at AOMedia — the spec isn't done, but the decoder is.

Frontend / UI Open Source clear_take

Netherlands kills US tech acquisition — M&A is now a geopolitical asset

Jun 29

▸ The Dutch government has blocked a US firm from acquiring a domestic 'vital digital supplier' under its expanded national security screening law.

Cloud / Infrastructure Politics / Regulation clear_take

OpenAI's 'Jalapeño' chip: nine months from spec to silicon, designed with its own models

Jun 28

▸ OpenAI announced Jalapeño, its first custom inference ASIC, co-designed with Broadcom and fabricated by TSMC — not Intel.

AI / ML Hardware / Chips clear_take

Filippo: stop giving vuln reports the white-glove treatment

Jun 28

▸ Filippo Valsorda argues maintainers should stop treating 'security' reports as a privileged class — embargoes, private channels, and CVE choreography ...

Security / Privacy Open Source clear_take

DeepSeek's DSpark: 60-85% faster generation, MIT-licensed, no retraining

Jun 28

▸ DeepSeek released DSpark, an inference-optimization stack claiming 60-85% faster token generation on its own models without retraining or quality loss...

AI / ML Open Source explainer

The Vesuvius Challenge shipped: bounty research beat 250 years of institutions

Jun 28

▸ PHerc. 1667, sealed since 79 AD, has been read end-to-end without physical unrolling — the first complete Herculaneum scroll ever recovered.

AI / ML Open Source clear_take

The surveillance stack is being specified in public — here are the APIs you'll be told to ship

Jun 28

▸ Three live legislative tracks — EU CSAR (Chat Control 2.0), UK Online Safety Act §121 notices, and the rebooted US EARN IT — are converging on the sam...

Politics / Regulation Security / Privacy clear_take

Anthropic's export ban is speedrunning an Asian Mythos clone market

Jun 28

▸ Six months into Anthropic's Mythos export restrictions, four Asian labs have shipped Mythos-class models — Sakana, Qwen, Naver HyperCLOVA-X, and Zhipu...

AI / ML Politics / Regulation clear_take

Mythos goes to 'trusted' US companies — frontier AI gets export-controlled

Jun 28

▸ The US government cleared Anthropic to release its Mythos model — but only to a vetted list of American organizations, not the open API.

AI / ML Politics / Regulation Defense / GovTech clear_take

A £200 Tesla V100 Beats Your RTX 4070 at Local LLMs

Jun 28

▸ A hobbyist bought a 16GB Tesla V100 SXM2 module on eBay for £200, machined a passive-to-active cooling adapter, and ran 13B-parameter LLMs locally at ...

Hardware / Chips AI / ML clear_take

GitHub Trending's trading bots aren't spam — they're wallet drainers

Jun 28

▸ Three crypto perp-bot repos hit GitHub Trending via keyword stuffing — but the SEO is just the delivery mechanism, not the payload.

Security / Privacy Crypto / Web3 clear_take

AI is speedrunning frontend's lost decade — and we're paying the bill

Jun 28

▸ A widely-shared essay argues AI coding assistants are recreating the exact JavaScript-framework complexity trap that cost frontend a decade of progres...

Frontend / UI AI / ML clear_take

OpenAI lets Washington decide who gets to use GPT-5.6

Jun 27

▸ OpenAI will route GPT-5.6 access requests through a federal vetting process — the first frontier model gated by the U.S. government at the user level.

Politics / Regulation AI / ML clear_take

LLM code smells: a field guide to the slop your assistant ships

Jun 27

▸ A new taxonomy catalogs the recurring failure patterns in LLM-generated code — over-engineered abstractions, hallucinated APIs, defensive-coding cargo...

AI / ML DevOps / Platform Engineering explainer

How a $26 keyboard chip became a million-dollar dorm-room business

Jun 27

▸ Nick Winans turned a Pro Micro pin-compatible nRF52840 board (the nice!nano) into a million-dollar product while still in college.

Open Source Startups / Launches Hardware / Chips clear_take
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