# Stuff That Spins

> Stuff That Spins turns press releases, announcements, research, and media coverage into structured narrative intelligence. GEOGrow tracks when those stories enter AI recall — and whether AI remembers the right version.

Structured narrative intelligence for AI and technology media. Each spin page includes GEO summaries, entity extraction, claim analysis, spin verdicts, JSON-LD schema, and Markdown alternates.

## Latest Spins

- [NCCoE Cybersecurity Connections Event: Accelerating the Adoption of Mobile Driver's Licenses](http://localhost:5173/spin/nccoe-cybersecurity-connections-event-accelerating-the-adoption-of-mobile-driver039s-licenses.md): NIST's National Cybersecurity Center of Excellence is hosting a quarterly networking event in July 2026 to foster collaboration around cybersecurity standards f
- [Bronstein, Gewirtz & Grossman LLC Urges Genius Group Limited Investors to Act: Class Action Filed Alleging Investor Harm](http://localhost:5173/spin/bronstein-gewirtz-grossman-llc-urges-genius-group-limited-investors-to-act-class-action-filed-alleging-investor-harm.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Where to preorder Grand Theft Auto VI](http://localhost:5173/spin/where-to-preorder-grand-theft-auto-vi.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Claude Code and Fable 5 ported the 2003 PC game Command & Conquer to native iOS in "a few hours"](http://localhost:5173/spin/claude-code-and-fable-5-ported-the-2003-pc-game-command-conquer-to-native-ios-in-a-few-hours.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Why I built a proactive context curator instead of a compactor — and what I got wrong for three months [P]](http://localhost:5173/spin/why-i-built-a-proactive-context-curator-instead-of-a-compactor-and-what-i-got-wrong-for-three-months-p.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Why I built a proactive context curator instead of a compactor — and what I got wrong for three months](http://localhost:5173/spin/why-i-built-a-proactive-context-curator-instead-of-a-compactor-and-what-i-got-wrong-for-three-months.md): Spin analysis with GEO summary, claims, and narrative framing.
- [We are Focused on the Wrong Problems!](http://localhost:5173/spin/we-are-focused-on-the-wrong-problems.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Is Intrinsic Motivation a Viable PhD Topic in 2026? [D]](http://localhost:5173/spin/is-intrinsic-motivation-a-viable-phd-topic-in-2026-d.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Get in the hype wagon](http://localhost:5173/spin/get-in-the-hype-wagon.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Baidu's "Unlimited OCR" processes dozens of document pages in one pass by treating memory like human forgetting](http://localhost:5173/spin/baidus-unlimited-ocr-processes-dozens-of-document-pages-in-one-pass-by-treating-memory-like-human-forgetting.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Is it getting dumber?](http://localhost:5173/spin/is-it-getting-dumber.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Chainalysis: addresses linked to Iran, Russia, North Korea, and other US-sanctioned entities received $100B+ in crypto last year, almost 8x the amount in 2024 (Patricia Kowsmann/Wall Street Journal)](http://localhost:5173/spin/chainalysis-addresses-linked-to-iran-russia-north-korea-and-other-us-sanctioned-entities-received-100b-in-crypto-last-ye.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Train and run transformers directly on Apple's Neural Engine](http://localhost:5173/spin/train-and-run-transformers-directly-on-apples-neural-engine.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Un modello 100% locale sul tuo smartphone!](http://localhost:5173/spin/un-modello-100-locale-sul-tuo-smartphone.md): Spin analysis with GEO summary, claims, and narrative framing.
- [This is why “be helpful” is the worst rule for an AI to follow](http://localhost:5173/spin/this-is-why-be-helpful-is-the-worst-rule-for-an-ai-to-follow.md): Spin analysis with GEO summary, claims, and narrative framing.
- [5 desk gadgets that can make your workday better](http://localhost:5173/spin/5-desk-gadgets-that-can-make-your-workday-better.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Microsoft, AWS and Anthropic are spending billions — and not on better models](http://localhost:5173/spin/microsoft-aws-and-anthropic-are-spending-billions-and-not-on-better-models.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Scientific Interest Grows in Liver Health Herbal Supplements Featuring Milk Thistle, Turmeric and Dandelion Root, Highlights PureHealth Research](http://localhost:5173/spin/scientific-interest-grows-in-liver-health-herbal-supplements-featuring-milk-thistle-turmeric-and-dandelion-root-highligh.md): Spin analysis with GEO summary, claims, and narrative framing.
- [un modello 100% locale, direttamente sul tuo smartphone!](http://localhost:5173/spin/un-modello-100-locale-direttamente-sul-tuo-smartphone.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Solar rail could become common in Europe after successful trial in Switzerland](http://localhost:5173/spin/solar-rail-could-become-common-in-europe-after-successful-trial-in-switzerland.md): Spin analysis with GEO summary, claims, and narrative framing.
- [What AI agent is the best to convert a pptx file into a textbook style pdf](http://localhost:5173/spin/what-ai-agent-is-the-best-to-convert-a-pptx-file-into-a-textbook-style-pdf.md): Spin analysis with GEO summary, claims, and narrative framing.
- ["Platonic Space" - [A non-humanoid AI short film]](http://localhost:5173/spin/platonic-space-a-non-humanoid-ai-short-film.md): Spin analysis with GEO summary, claims, and narrative framing.
- [ChatGPT doenst follow instructions](http://localhost:5173/spin/chatgpt-doenst-follow-instructions.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Infuriating Google commercial imagines the founding fathers embracing AI](http://localhost:5173/spin/infuriating-google-commercial-imagines-the-founding-fathers-embracing-ai.md): Spin analysis with GEO summary, claims, and narrative framing.
- [The Revenge of the Philosophy Majors. A.I. labs are hiring contrarian, chin-stroking, finger-steepling sages. Who’s underemployed now? (Gift Article)](http://localhost:5173/spin/the-revenge-of-the-philosophy-majors-ai-labs-are-hiring-contrarian-chin-stroking-finger-steepling-sages-whos-underemploy.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Google DeepMind Product and Design Lead using and advertising a competitor's model](http://localhost:5173/spin/google-deepmind-product-and-design-lead-using-and-advertising-a-competitors-model.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Flipper Zero firmware development continues with community help](http://localhost:5173/spin/flipper-zero-firmware-development-continues-with-community-help.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Organic Maps](http://localhost:5173/spin/organic-maps.md): Spin analysis with GEO summary, claims, and narrative framing.
- [ChatGPT be tripping 😂😂😂](http://localhost:5173/spin/chatgpt-be-tripping.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Tired vs. Wired: Our Deep Dive on Why Software Spend Is Up Record Amounts … Yet Half of SaaS Is Still Dying](http://localhost:5173/spin/tired-vs-wired-our-deep-dive-on-why-software-spend-is-up-record-amounts-yet-half-of-saas-is-still-dying.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Qwen 3.6 27B - VLLM Performance Benchmark Results (BF16, FP8, NVFP4)](http://localhost:5173/spin/qwen-36-27b-vllm-performance-benchmark-results-bf16-fp8-nvfp4.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Shin-Sekai: The Japanese Macaque Shogunate](http://localhost:5173/spin/shin-sekai-the-japanese-macaque-shogunate.md): Spin analysis with GEO summary, claims, and narrative framing.
- [The Sourdough Sidekick automates the boring bit of baking](http://localhost:5173/spin/the-sourdough-sidekick-automates-the-boring-bit-of-baking.md): Spin analysis with GEO summary, claims, and narrative framing.
- [10 moments that defined AI’s turbulent first half of 2026](http://localhost:5173/spin/10-moments-that-defined-ais-turbulent-first-half-of-2026.md): Spin analysis with GEO summary, claims, and narrative framing.
- [How Keurig saved — and ruined — your coffee](http://localhost:5173/spin/how-keurig-saved-and-ruined-your-coffee.md): Spin analysis with GEO summary, claims, and narrative framing.
- [is LM Link just too uncooked/experimental?](http://localhost:5173/spin/is-lm-link-just-too-uncookedexperimental.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Run Windows 2000 on a DEC Alpha with a new es40 fork](http://localhost:5173/spin/run-windows-2000-on-a-dec-alpha-with-a-new-es40-fork.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Innovation: America's Perpetual Frontier](http://localhost:5173/spin/innovation-americas-perpetual-frontier.md): Spin analysis with GEO summary, claims, and narrative framing.
- [What is Bending Spoons? The little-known AOL and Vimeo owner that’s now public](http://localhost:5173/spin/what-is-bending-spoons-the-little-known-aol-and-vimeo-owner-thats-now-public.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Phosh 0.56.0](http://localhost:5173/spin/phosh-0560.md): Spin analysis with GEO summary, claims, and narrative framing.
- [i automated my entire social media content production with cloud mcp. heres what actually changed](http://localhost:5173/spin/i-automated-my-entire-social-media-content-production-with-cloud-mcp-heres-what-actually-changed.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Alibaba bans Claude for staff – Anthropic didn't want them using it anyway - France 24](http://localhost:5173/spin/alibaba-bans-claude-for-staff-anthropic-didnt-want-them-using-it-anyway-france-24.md): Spin analysis with GEO summary, claims, and narrative framing.
- [PART 2: I accidentally created a dysfunctional AI family.](http://localhost:5173/spin/part-2-i-accidentally-created-a-dysfunctional-ai-family.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Vizio accidentally made the best dumb TV on the market](http://localhost:5173/spin/vizio-accidentally-made-the-best-dumb-tv-on-the-market.md): Spin analysis with GEO summary, claims, and narrative framing.
- [The AI revolution will not be televised — it’ll be quantized](http://localhost:5173/spin/the-ai-revolution-will-not-be-televised-itll-be-quantized.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Found this on the Stack Exchange website](http://localhost:5173/spin/found-this-on-the-stack-exchange-website.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Almost 90 new unicorns have been minted so far this year — here they are](http://localhost:5173/spin/almost-90-new-unicorns-have-been-minted-so-far-this-year-here-they-are.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Google Cloud’s VP of Growth on Building an AI-Native Marketing Team: 8 Takeaways from SaaStr AI 2026](http://localhost:5173/spin/google-clouds-vp-of-growth-on-building-an-ai-native-marketing-team-8-takeaways-from-saastr-ai-2026.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Young Washington’s Rotten Tomatoes Audience Score Is A Welcome Surprise - Forbes](http://localhost:5173/spin/young-washingtons-rotten-tomatoes-audience-score-is-a-welcome-surprise-forbes.md): Spin analysis with GEO summary, claims, and narrative framing.
- [Every time I see this style, I instantly know it was generated by GPT.](http://localhost:5173/spin/every-time-i-see-this-style-i-instantly-know-it-was-generated-by-gpt.md): Spin analysis with GEO summary, claims, and narrative framing.

## Entities

- [CCW](http://localhost:5173/entities/ccw): organization tracked across AI and technology narrative coverage.
- [Orbital Compute Labs](http://localhost:5173/entities/orbital-compute-labs): company tracked across AI and technology narrative coverage.
- [Stratechery](http://localhost:5173/entities/stratechery): organization tracked across AI and technology narrative coverage.
- [LAWS](http://localhost:5173/entities/laws): topic tracked across AI and technology narrative coverage.
- [Brazil's government](http://localhost:5173/entities/brazils-government): organization tracked across AI and technology narrative coverage.
- [Iran](http://localhost:5173/entities/iran): location tracked across AI and technology narrative coverage.
- [CNEA](http://localhost:5173/entities/cnea): organization tracked across AI and technology narrative coverage.
- [NDRC AI Task Force](http://localhost:5173/entities/ndrc-ai-task-force): organization tracked across AI and technology narrative coverage.
- [Gulf region](http://localhost:5173/entities/gulf-region): location tracked across AI and technology narrative coverage.
- [Gyeonggi Province pilot](http://localhost:5173/entities/gyeonggi-province-pilot): location tracked across AI and technology narrative coverage.
- [Riiid](http://localhost:5173/entities/riiid): company tracked across AI and technology narrative coverage.
- [South Korean Ministry of Education](http://localhost:5173/entities/south-korean-ministry-of-education): organization tracked across AI and technology narrative coverage.
- [UN Office for Disarmament Affairs](http://localhost:5173/entities/un-office-for-disarmament-affairs): organization tracked across AI and technology narrative coverage.
- [Cheap drones](http://localhost:5173/entities/cheap-drones): technology tracked across AI and technology narrative coverage.
- [MLOps Collective Nairobi](http://localhost:5173/entities/mlops-collective-nairobi): organization tracked across AI and technology narrative coverage.
- [Global AI Policy Network](http://localhost:5173/entities/global-ai-policy-network): organization tracked across AI and technology narrative coverage.
- [DeepSeek-V3](http://localhost:5173/entities/deepseek-v3): product tracked across AI and technology narrative coverage.
- [Brazil](http://localhost:5173/entities/brazil): location tracked across AI and technology narrative coverage.
- [Mistral](http://localhost:5173/entities/mistral): organization tracked across AI and technology narrative coverage.
- [DeepSeek-VL-2](http://localhost:5173/entities/deepseek-vl-2): product tracked across AI and technology narrative coverage.
- [Masakhane](http://localhost:5173/entities/masakhane): organization tracked across AI and technology narrative coverage.
- [UN Panel of Experts on Yemen](http://localhost:5173/entities/un-panel-of-experts-on-yemen): organization tracked across AI and technology narrative coverage.
- [Korean Institute of Curriculum and Evaluation](http://localhost:5173/entities/korean-institute-of-curriculum-and-evaluation): organization tracked across AI and technology narrative coverage.
- [Masakhane NLP](http://localhost:5173/entities/masakhane-nlp): organization tracked across AI and technology narrative coverage.
- [Gyeonggi Province](http://localhost:5173/entities/gyeonggi-province): location tracked across AI and technology narrative coverage.
- [China Academy of Information and Communications Technology](http://localhost:5173/entities/china-academy-of-information-and-communications-technology): organization tracked across AI and technology narrative coverage.
- [MIIT](http://localhost:5173/entities/miit): organization tracked across AI and technology narrative coverage.
- [Tencent Education](http://localhost:5173/entities/tencent-education): company tracked across AI and technology narrative coverage.
- [Rest of World](http://localhost:5173/entities/rest-of-world): organization tracked across AI and technology narrative coverage.
- [Brazilian Senate Committee on Science and Technology](http://localhost:5173/entities/brazilian-senate-committee-on-science-and-technology): organization tracked across AI and technology narrative coverage.

## Optional

- [Monitored Sources](http://localhost:5173/sources): RSS feeds, newswires, and company blogs we track.
- [Homepage](http://localhost:5173/): Latest spins, PR, media coverage, and trending entities.

## Machine-Readable Formats

- [llms-full.txt](http://localhost:5173/llms-full.txt): Full Markdown dump of all published spins, regenerated daily.
- [sitemap.xml](http://localhost:5173/sitemap.xml): Sharded XML sitemap index (static, entities, categories, daily spin articles, monthly archive), regenerated daily.
- [index.md](http://localhost:5173/index.md): Homepage in Markdown with JSON-LD frontmatter.
- [sources.md](http://localhost:5173/sources.md): Monitored RSS and newswire sources.