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2110 stories · editorial analysis with viewpoints and sources

IP Crawl built a searchable Google for the internet's open webcams

Oct 15

▸ IP Crawl hit 309 on HN by indexing unauthenticated webcams reachable from the public internet — searchable by country, manufacturer, and scene type.

Security / Privacy Hardware / Chips clear_take

One dev is quietly standardizing the 'skills' format across every coding agent

Oct 15

▸ Kulaxyz shipped two repos in a week — token-diet (31% cheaper bills) and self-learning-skills (session-harvesting) — that both target Claude Code, Cur...

AI / ML Open Source clear_take

Iran popped $1B in Reapers. The Pentagon's next drone is software, not airframe.

Oct 15

▸ Iran downed roughly a squadron's worth of MQ-9 Reapers at ~$30M a copy, and the DoD is finally admitting the exquisite-platform model is broken.

AI / ML Defense / GovTech clear_take

Exploitarium: the defensive playbook when 0-days drop without warning

Oct 15

▸ An anonymous GitHub account, 'bikini/exploitarium,' is mass-publishing weaponized exploits with no vendor coordination — and hit 857 on HN before take...

Security / Privacy Open Source clear_take

EU renews Chat Control 1.0: voluntary scanning stays, mandatory version still looms

Oct 15

▸ The European Parliament voted to extend Chat Control 1.0, the 'voluntary' regime letting US platforms scan private EU messages for CSAM, through April...

Security / Privacy Politics / Regulation clear_take

How a researcher pulled private YouTube videos out of a public API

Oct 15

▸ A security researcher documented a flaw that let outsiders enumerate and access YouTube creators' unlisted and private videos through a public-facing ...

Security / Privacy Backend / APIs clear_take

GPT-5.5 Codex ships a reasoning bug users can watch in real time

Oct 15

▸ A GitHub issue with 328 HN points documents GPT-5.5 Codex emitting long runs of identical reasoning tokens before producing degraded output.

AI / ML DevOps / Platform Engineering clear_take

Meta's Whistleblower Gag Machine: Read the Separation Agreement First

Oct 15

▸ Doctorow's 'Zuckerstreisand 2' documents Meta winning arbitration to bar Sarah Wynn-Williams from even promoting her own memoir — and selling more cop...

Politics / Regulation Career / Industry clear_take

Ford fired humans, hired AI, then quietly reversed course

Oct 15

▸ Ford replaced specific white-collar roles with AI agents in 2024–25, then walked the experiment back after measurable output dropped.

AI / ML Career / Industry clear_take

How a Software Rule Killed Polestar in the US — and Spared Its Sibling Volvo

Oct 15

▸ Polestar and Volvo share a parent (Geely) and a software stack, but Commerce's Connected Vehicle Rule effectively bans one and not the other.

Security / Privacy Politics / Regulation clear_take

Paper: AI models can provably hide capabilities from evals

Oct 14

▸ A new arXiv paper shows a model can be trained to pass capability evals while retaining the hidden skill, with a formal guarantee that detection is co...

AI / ML Security / Privacy clear_take

Starlink is now Africa's fastest-growing ISP — and it's rewiring the map

Oct 14

▸ Starlink is live in more than 20 African countries and is already the largest satellite ISP on the continent by subscribers.

Cloud / Infrastructure Politics / Regulation clear_take

Janas streams MoE experts off SSD so your 70B fits in 16GB of RAM

Oct 14

▸ Janas, a new OSS project trending on HN, runs mixture-of-experts LLMs by paging individual experts off SSD instead of loading the whole model into RAM...

AI / ML Open Source explainer

Three trending repos say the same thing: devs are done paying per token

Oct 14

▸ Three separate repos hit GitHub trending this week — a Claude proxy, a Claude Skills library, and Meituan's open-weight LongCat 2.0 — and they're all ...

AI / ML Open Source clear_take

Your Dev Toolchain Is a Revocable License. Plan Accordingly.

Oct 14

▸ Every tool you 'bought' in the last five years is actually a license that can be revoked, repriced, or relicensed without your consent.

Open Source DevOps / Platform Engineering clear_take

Ozempic isn't an appetite drug. It's a gut-brain rewrite.

Oct 14

▸ GLP-1 receptors aren't just in the pancreas — they're densely expressed in the vagus nerve and the gut's enteric nervous system, which is why semaglut...

Data / Analytics Career / Industry explainer

Spain banned Palantir. Now comes the part politicians never budget for.

Oct 14

▸ Spain has ordered public and state-controlled companies to stop using Palantir, citing risk to classified national-security data.

Politics / Regulation Data / Analytics clear_take

Gemini 4 Argon: Google's bet that robots need their own model

Oct 14

▸ Google's new Gemini 4 Argon is a Gemini variant fine-tuned for on-robot control, not a chat model with a camera bolted on.

AI / ML Hardware / Chips clear_take

Carmack: id's post-Quake mistake was building tech, not a company

Oct 14

▸ Carmack says id's fatal error wasn't a bad engine — it was treating the studio as a tech shop instead of a product company.

Startups / Launches Career / Industry clear_take

Nintendo caves to EU: replaceable batteries in Switch revisions

Oct 14

▸ Nintendo will ship revised Switch and Switch 2 hardware in Europe with user-replaceable batteries to comply with the EU Batteries Regulation.

Politics / Regulation Hardware / Chips clear_take
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