https://top10.dev/story/15b-settlement-anthropics-book-piracy-tab-sets-ai-trainings-floor-price-1321 top10.dev en 2026-07-22T00:00:00.000Z $1.5B settlement: Anthropic's book-piracy tab sets AI training's floor price AI / ML, Politics / Regulation https://top10.dev/story/big-tech-is-hiding-165t-of-ai-buildout-off-balance-sheet-1322 top10.dev en 2026-07-22T00:00:00.000Z Big Tech is hiding $1.65T of AI buildout off-balance-sheet AI / ML, Cloud / Infrastructure https://top10.dev/story/sanders-wants-the-public-to-own-50-of-openai-what-that-would-actually-mean-1323 top10.dev en 2026-07-22T00:00:00.000Z Sanders wants the public to own 50% of OpenAI. What that would actually mean. AI / ML, Politics / Regulation https://top10.dev/story/gemma-4-12b-kills-the-vision-encoder-heres-why-that-matters-1324 top10.dev en 2026-07-22T00:00:00.000Z Gemma 4 12B kills the vision encoder. Here's why that matters. AI / ML, Open Source https://top10.dev/story/ddr5-hits-375-for-32gb-as-ai-capex-eats-the-consumer-memory-market-1325 top10.dev en 2026-07-22T00:00:00.000Z DDR5 hits $375 for 32GB as AI capex eats the consumer memory market Hardware / Chips, AI / ML https://top10.dev/story/metas-30-minute-privacy-allowance-is-a-tell-on-workplace-surveillance-1326 top10.dev en 2026-07-22T00:00:00.000Z Meta's 30-Minute 'Privacy Allowance' Is a Tell on Workplace Surveillance Security / Privacy, Career / Industry https://top10.dev/story/kimi-k3-lands-at-claude-parity-and-the-moat-argument-gets-harder-1327 top10.dev en 2026-07-22T00:00:00.000Z Kimi K3 lands at Claude parity — and the moat argument gets harder AI / ML, Open Source https://top10.dev/story/microsofts-5b-param-coding-model-just-embarrassed-the-scale-up-crowd-1328 top10.dev en 2026-07-22T00:00:00.000Z Microsoft's 5B-param coding model just embarrassed the scale-up crowd AI / ML, DevOps / Platform Engineering https://top10.dev/story/your-speaker-is-a-usb-device-the-katana-badusb-attack-explained-1329 top10.dev en 2026-07-22T00:00:00.000Z Your speaker is a USB device: the Katana BadUSB attack explained Security / Privacy, Hardware / Chips https://top10.dev/story/lumafields-byd-scans-github-style-transparency-comes-for-hardware-1330 top10.dev en 2026-07-22T00:00:00.000Z Lumafield's BYD scans: GitHub-style transparency comes for hardware Hardware / Chips, Open Source https://top10.dev/story/the-chinese-open-weight-models-are-winning-on-price-and-its-not-close-1311 top10.dev en 2026-07-21T00:00:00.000Z The Chinese open-weight models are winning on price, and it's not close AI / ML, Open Source https://top10.dev/story/ai-just-cracked-a-1939-math-conjecture-and-the-workflow-matters-more-than-the-re-1312 top10.dev en 2026-07-21T00:00:00.000Z AI just cracked a 1939 math conjecture — and the workflow matters more than the result AI / ML, Open Source https://top10.dev/story/a-25-llm-run-found-a-500k-wordpress-rce-the-economics-just-flipped-1313 top10.dev en 2026-07-21T00:00:00.000Z A $25 LLM run found a $500k WordPress RCE. The economics just flipped. Security / Privacy, AI / ML https://top10.dev/story/nvidias-windows-cpu-play-a-frontal-assault-on-x86s-last-fortress-1314 top10.dev en 2026-07-21T00:00:00.000Z Nvidia's Windows CPU play: a frontal assault on x86's last fortress Hardware / Chips, DevOps / Platform Engineering https://top10.dev/story/the-dag-is-dead-pi-dynamic-workflows-and-the-case-for-runtime-mutation-1315 top10.dev en 2026-07-21T00:00:00.000Z The DAG is dead: pi-dynamic-workflows and the case for runtime mutation AI / ML, DevOps / Platform Engineering https://top10.dev/story/stanford-gpt-beats-law-profs-on-legal-tasks-the-asterisk-matters-1316 top10.dev en 2026-07-21T00:00:00.000Z Stanford: GPT beats law profs on legal tasks. The asterisk matters. AI / ML, Career / Industry https://top10.dev/story/your-smart-tv-is-a-residential-proxy-in-the-ai-scraping-stack-1317 top10.dev en 2026-07-21T00:00:00.000Z Your Smart TV Is a Residential Proxy in the AI Scraping Stack Security / Privacy, AI / ML https://top10.dev/story/ladybird-ditches-the-hobby-model-full-time-devs-no-more-spare-cycles-1318 top10.dev en 2026-07-21T00:00:00.000Z Ladybird ditches the hobby model: full-time devs, no more 'spare cycles' Open Source, Frontend / UI https://top10.dev/story/romanias-land-registry-got-wiped-backups-and-all-1319 top10.dev en 2026-07-21T00:00:00.000Z Romania's land registry got wiped — backups and all Security / Privacy, DevOps / Platform Engineering https://top10.dev/story/claude-code-ships-as-a-rust-binary-now-with-bun-inside-1320 top10.dev en 2026-07-21T00:00:00.000Z Claude Code ships as a Rust binary now, with Bun inside AI / ML, DevOps / Platform Engineering, Open Source https://top10.dev/story/aws-billing-dashboard-shows-fake-17b-charges-dont-panic-dont-pay-1301 top10.dev en 2026-07-20T00:00:00.000Z AWS billing dashboard shows fake $1.7B charges — don't panic, don't pay Cloud / Infrastructure, DevOps / Platform Engineering https://top10.dev/story/an-sre-gutted-a-120k-bowling-stack-and-rebuilt-it-on-esp32s-for-1600-1302 top10.dev en 2026-07-20T00:00:00.000Z An SRE gutted a $120k bowling stack and rebuilt it on ESP32s for $1,600 Hardware / Chips, DevOps / Platform Engineering https://top10.dev/story/byds-real-moat-isnt-price-its-ct-scan-visible-integration-1303 top10.dev en 2026-07-20T00:00:00.000Z BYD's real moat isn't price — it's CT-scan-visible integration Hardware / Chips, Career / Industry https://top10.dev/story/the-boardroom-is-running-on-vibes-how-ai-mania-broke-enterprise-judgment-1304 top10.dev en 2026-07-20T00:00:00.000Z The boardroom is running on vibes: how AI mania broke enterprise judgment AI / ML, Career / Industry https://top10.dev/story/gmails-ai-spam-filter-got-too-clever-power-users-are-walking-1305 top10.dev en 2026-07-20T00:00:00.000Z Gmail's AI spam filter got too clever. Power users are walking. DevOps / Platform Engineering, Backend / APIs https://top10.dev/story/vram-as-swap-a-200-line-nbd-hack-that-shouldnt-work-but-does-1306 top10.dev en 2026-07-20T00:00:00.000Z VRAM as swap: a 200-line NBD hack that shouldn't work but does Hardware / Chips, Open Source https://top10.dev/story/claude-code-ships-as-a-bun-binary-and-bun-keeps-trading-zig-for-rust-1307 top10.dev en 2026-07-20T00:00:00.000Z Claude Code ships as a Bun binary — and Bun keeps trading Zig for Rust AI / ML, DevOps / Platform Engineering, Open Source https://top10.dev/story/your-period-tracker-is-now-evidence-texas-surveillance-and-the-dev-threat-model-1308 top10.dev en 2026-07-20T00:00:00.000Z Your period tracker is now evidence: Texas surveillance and the dev threat model Security / Privacy, Politics / Regulation https://top10.dev/story/anthropics-project-glasswing-ai-bio-risk-screening-goes-from-policy-to-api-1309 top10.dev en 2026-07-20T00:00:00.000Z Anthropic's Project Glasswing: AI bio-risk screening goes from policy to API AI / ML, Politics / Regulation https://top10.dev/story/microsoft-ships-rust-coreutils-for-windows-and-its-not-uutils-1310 top10.dev en 2026-07-20T00:00:00.000Z Microsoft ships Rust coreutils for Windows — and it's not uutils Open Source, DevOps / Platform Engineering