// stories

1668 stories · editorial analysis with viewpoints and sources

Spain pulls the plug on Polymarket and Kalshi — the licensing wall is real

Jun 25

▸ Spain's gambling regulator DGOJ has blocked Polymarket and Kalshi for operating without a national gaming license, joining France in walling off EU ac...

Crypto / Web3 Politics / Regulation clear_take

Erin Brockovich is mapping every US data center. Your AI bill is the reason.

Jun 25

▸ Erin Brockovich and journalist Karen Hao launched a public, crowdsourced map of US data centers — because no government agency tracks them.

Politics / Regulation Cloud / Infrastructure AI / ML clear_take

GLM-5.2 Locally: The VRAM Math and Cost-Per-Token Reality

Jun 25

▸ Unsloth's dynamic GGUF quants drop GLM-5.2 from ~700GB to ~150GB at Q2_K_XL, putting it within reach of a single H100 node or a 192GB Mac Studio.

Open Source AI / ML explainer

Language Models Need Sleep: the case for offline weight consolidation

Jun 25

▸ A new arXiv paper argues LLMs degrade under continuous online learning the same way sleep-deprived brains do — and proposes scheduled offline consolid...

DevOps / Platform Engineering AI / ML biomimicry_analogy

The $7B run-rate isn't hype — it's coding agents burning tokens

Jun 25

▸ Anthropic is rumored to post its first profitable quarter, driven almost entirely by Claude Code and API revenue from coding agents.

AI / ML Startups / Launches clear_take

AMD Pulls Linux Support from Free Vivado — Hobbyists Get the Boot

Jun 25

▸ Vivado 2026.1's free tier (Standard Edition) is becoming Windows-only — paid Enterprise users keep Linux.

Open Source Hardware / Chips clear_take

LLM resume screeners cut Black applicants 26%, Asian 15% — Stanford

Jun 24

▸ Stanford HAI ran 361k resumes through major LLM-based resume rankers and found Black applicants rejected at rates 26% higher than equally-qualified wh...

AI / ML Career / Industry clear_take

Drew Houston Exits Dropbox. The Founder-CEO Era of File Sync Is Over.

Jun 24

▸ Drew Houston is stepping down as Dropbox CEO after 19 years; Ashraf Alkarmi, an Amazon and Microsoft veteran, takes over.

Startups / Launches Career / Industry clear_take

California blinks: Linux gets a carve-out from its age-check law

Jun 24

▸ California's AB 1043 would have forced operating systems to collect and transmit user ages to app stores — Linux distros included.

Politics / Regulation Open Source clear_take

Three of GitHub's top repos today are malware bait. The trending algorithm is broken.

Jun 24

▸ Three repos hitting GitHub's score-422 trending tier today are near-identical 'Free Download 2026' lures for Claude, Roblox, and Microsoft Office — al...

Open Source Security / Privacy clear_take

Stripe makes friendly fraud easy — and merchants pay the bill

Jun 24

▸ A merchant post detailing Stripe's dispute UX argues the platform's defaults nudge cardholders toward chargebacks instead of refunds, leaving merchant...

Startups / Launches Backend / APIs clear_take

GitHub's AI capacity crunch sends Microsoft shopping at AWS

Jun 24

▸ Microsoft is reportedly leasing AWS GPU capacity to keep GitHub's Copilot and Models features online — the first time Redmond has publicly admitted Az...

AI / ML Cloud / Infrastructure clear_take

Mistral OCR 4: stop using GPT-4o to parse your PDFs

Jun 24

▸ Mistral OCR 4 ships at ~$1 per 1,000 pages — roughly 10-30x cheaper than running a multimodal LLM over the same documents.

Open Source AI / ML clear_take

GLM 4.6 is the first open-weight model that makes Opus pricing look optional

Jun 24

▸ Zhipu's GLM 4.6 (positioned by users as 'GLM 5.2-class') is closing the coding gap with Claude Opus 4 at roughly 1/7th the token cost.

Open Source AI / ML clear_take

HTTP QUERY: the read verb that finally fixes GET-with-a-body

Jun 24

▸ QUERY is a new HTTP method that's safe and idempotent like GET, but carries a request body — closing a 25-year-old gap in the spec.

Backend / APIs Open Source explainer

Norway pulls the plug on AI in grades 1-7. The reason is cognitive load.

Jun 24

▸ Norway's government issued binding guidance this week effectively banning generative AI tools in elementary schools (ages 6-13), with narrow exception...

Career / Industry Politics / Regulation AI / ML clear_take

SpaceX's $60B Cursor bid: when rocket companies buy IDEs

Jun 23

▸ Reuters reports SpaceX is acquiring Anysphere, maker of Cursor, for $60B — roughly 6x Anysphere's last private valuation in under a year.

Startups / Launches AI / ML clear_take

Flock's ALPR Network Is a Stalking Tool With Audit Logs

Jun 23

▸ IPVM's investigation documents multiple US police chiefs running Flock license-plate searches to track women they were personally involved with — no w...

Security / Privacy Politics / Regulation clear_take

Function Coloring at 11: Loom Won, Async/Await Lost

Jun 23

▸ Bob Nystrom's 2015 essay 'What Color is Your Function?' is back on HN at 111 points — and a decade of evidence has hardened its argument into consensu...

Open Source Backend / APIs clear_take

The Dutch veto rewrites the rules: your SaaS vendor is now a sovereign asset

Jun 23

▸ The Netherlands invoked its Wet Vifo investment-screening law to block a US acquisition of a 'vital digital supplier' — treating a software vendor lik...

Cloud / Infrastructure Politics / Regulation clear_take
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