// stories

2110 stories · editorial analysis with viewpoints and sources

The NIST curve seeds mystery is finally solved — with Claude's help

Oct 17

▸ For 25 years nobody could explain where the 'random' seeds in NIST's P-curves came from, which fed persistent NSA-backdoor suspicions.

AI / ML Security / Privacy explainer

AI benchmarks test 10% of the work. Mercor mapped the other 90%.

Oct 17

▸ Mercor cross-referenced BLS occupational task data against the public AI benchmark corpus and found benchmarks meaningfully cover tasks that account f...

AI / ML Career / Industry clear_take

How Anthropic reviews Claude Code — and what it says about AI review in 2026

Oct 17

▸ Anthropic published its internal code review playbook for the Claude Code team: Claude reviews every PR before a human does, not after.

AI / ML DevOps / Platform Engineering explainer

JPEG XL vs AVIF: Archibald's benchmarks pick a winner by use case

Oct 17

▸ Jake Archibald ran JPEG XL and AVIF through real web workloads and the answer isn't 'one wins' — it's 'pick by use case'.

Open Source Frontend / UI clear_take

PS5LM runs llama.cpp natively on jailbroken PS5s — Sony's console is now a GGUF box

Oct 17

▸ PS5LM ports llama.cpp to jailbroken PlayStation 5s, running GGUF models natively on the console's AMD Zen 2 CPU and RDNA 2 GPU.

AI / ML Open Source Hardware / Chips clear_take

The 5-Minute GitHub Trending Audit: Today's Top 3 All Fail It

Oct 17

▸ GitHub Trending today serves PMTraderAdam (320), iebb/mithka (284), and slimopump/sillygoose (282) — three repos with no shippable code between them.

Security / Privacy Open Source explainer

Meta's Oct 30 terms flip the default: your site is training data unless you opt out

Oct 17

▸ On Oct 30, Meta's new commercial terms take effect for business accounts, and legal experts say the language quietly grants Meta the right to scrape s...

AI / ML Politics / Regulation clear_take

MLX now shards models across Mac Studios — no NVIDIA required

Oct 17

▸ Apple's MLX framework now supports distributed inference, letting you shard a model across multiple Macs connected by Thunderbolt or Ethernet.

AI / ML Hardware / Chips clear_take

Anthropic's bonds are junk — and that tells you how the AI build-out gets paid for

Oct 17

▸ Moody's and S&P assigned Anthropic their highest speculative-grade ratings (Ba1 / BB+) in June — one notch below investment grade.

AI / ML Startups / Launches clear_take

Withings puts Apple Health sync behind a $99/year paywall

Oct 17

▸ New Withings accounts now need a $99/year 'Withings+' subscription to sync scales and watches to Apple Health, Google Fit, or Health Connect.

Hardware / Chips Career / Industry clear_take

Your DNS resolver sees everything. Here's how to pick one that doesn't sell it.

Oct 16

▸ Every domain you visit goes through your resolver in plaintext by default — picking one is a privacy decision, not a performance one.

Security / Privacy DevOps / Platform Engineering explainer

Libreboot 26.10 ships UEFI payload — your old ThinkPad just got younger

Oct 16

▸ Libreboot 26.10 'Ominous Olive' adds a UEFI payload (tianocore) alongside the usual GRUB/SeaBIOS options, which means Windows 11 and modern Linux inst...

Security / Privacy Open Source Hardware / Chips clear_take

The ad network is the exploit: zero-click spyware ships via DSPs

Oct 16

▸ Researchers tied an Israeli surveillance vendor to zero-click spyware payloads delivered through programmatic ad exchanges — not phishing, not SMS, ju...

Security / Privacy Defense / GovTech clear_take

Someone was sabotaging a Sonarr setup — the postmortem is a self-hosting syllabus

Oct 16

▸ A self-hoster noticed TV episodes mysteriously failing to grab, then found a stranger had been quietly poisoning his Sonarr indexer feeds for weeks.

Security / Privacy DevOps / Platform Engineering explainer

GitHub Trending Is Noise. Here Are 5 Signals That Aren't.

Oct 16

▸ Today's GitHub /trending includes a personal profile README (PMTraderAdam), a personal site (birds.cafe at 786 stars), and a Chinese AI tutorial — alo...

Open Source DevOps / Platform Engineering clear_take

A Robin Williams Monologue Just Out-Argued AI Slop on HN

Oct 16

▸ Jay Acunzo's 600-word essay framing Robin Williams' Good Will Hunting bench scene as the definitive AI-slop rebuttal hit 324 on HN with no slowdown.

AI / ML Career / Industry clear_take

The case for crappy forums: what phpBB knew that Discord forgot

Oct 16

▸ A Tedium retrospective hit HN at 302 arguing the death of small vBulletin/phpBB forums broke how developers accumulate knowledge.

Open Source DevOps / Platform Engineering clear_take

Liquid AI's 24B MoE runs on your laptop and only lights up 2B at a time

Oct 16

▸ Liquid AI shipped LFM2.5-24B-A2B, a sparse mixture-of-experts model with 24B total params but only ~2B active per token.

AI / ML Open Source clear_take

The job hunt is now a 100-hour unpaid internship

Oct 16

▸ The modern senior-dev interview loop costs 80-120 hours of unpaid work per offer, before you've written a line of production code.

Career / Industry clear_take

Sealed Arbitration, Decoded: What Your FAANG NDA Actually Can — And Can't — Bar

Oct 16

▸ Meta didn't bar Wynn-Williams from writing 'Careless People' — the arbitrator only enjoined her from promoting it, a narrower order than headlines sug...

Politics / Regulation Career / Industry explainer
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