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OpenAI: A business that scales with the value of intelligence

https://openai.com/index/a-business-that-scales-with-the-value-of-intelligence/
1•PankajGhosh•1h ago

Comments

v_CodeSentinal•1h ago
The 'scaling with intelligence' argument often ignores the 'scaling of verification costs'. As models get smarter and cheaper, the cost of generating complex code or artifacts approaches zero. However, the cost of verifying that output (especially in high-stakes enterprise environments) remains non-zero. We might see a value shift where the premium isn't on the 'Intelligence' that generates the work, but on the 'Reliability' systems that validate it. In a world of infinite cheap tokens, trust becomes the scarce asset.

AInxiety

https://pcmaffey.com/ainxiety-1/
1•pcmaffey•2m ago•0 comments

Legal Structures for Latin American Startups (2021)

https://latamlist.com/legal-structures-for-latin-american-startups/
1•walterbell•3m ago•0 comments

GitHub Actions: Share build artifacts across independent jobs

https://www.thinkmill.com.au/blog/faster-ci-pipelines-share-build-artifacts-across-independent-jobs
1•flexdinesh•4m ago•0 comments

Show HN: LeetDreamer: AI-hallucinated LeetCode solution videos

https://github.com/joshribakoff/leetdreamer
1•joshribakoff•5m ago•0 comments

Designing 'One Hundred and One Dalmatians'

https://animationobsessive.substack.com/p/designing-one-hundred-and-one-dalmatians
1•ani_obsessive•7m ago•0 comments

Cronos Browser – Local AI, decentralized pool mode, and zero telemetry

https://cronos.avalw.com/
1•CronosBrowser•9m ago•1 comments

Cursedcraft, a software rendered voxel sandbox for the TTY

https://codeberg.org/mueller_minki/cursedcraft/
1•minki_the_avali•10m ago•1 comments

Gene therapy advances as scientists guide jumping DNA to target faulty genes

https://medicalxpress.com/news/2025-12-gene-therapy-advances-scientists-dna.html
3•PaulHoule•15m ago•0 comments

Veronika, the Tool-Using Cow

https://arstechnica.com/science/2026/01/meet-veronika-the-tool-using-cow/
3•nxobject•20m ago•1 comments

Nova Launcher Added Facebook and Google Ads Tracking

https://lemdro.id/post/lemdro.id/35049920
1•celsoazevedo•21m ago•1 comments

Show RLM Analyzer–AI code analysis using recursive LLMs(MIT CSAIL research)

https://npmjs.com/package/rlm-analyzer
1•zendizmo•21m ago•1 comments

Porsche Sold More Electrified Cars in Europe in 2025 Than Pure Gas-Powered Cars

https://newsroom.porsche.com/en/2026/company/porsche-deliveries-2025-41516.html
14•m463•23m ago•2 comments

Show HN: Prompt Reboot – a tool to surface failure modes in your prompt

https://www.promptreboot.com/
1•cedarscarlett•25m ago•0 comments

LinkedIn Causing 7000 Requests/Second? CPU Spike Across Fresh Systems

https://www.youtube.com/watch?v=24wNHf9JyMY
1•praveenscience•27m ago•0 comments

Harvard legal scholars debate the state of the U.S. constitution

https://www.harvardmagazine.com/social-sciences/is-the-constitution-broken
11•KnuthIsGod•29m ago•3 comments

How Much Is Eight Dollars?

https://defector.com/how-much-is-eight-dollars
3•MaysonL•31m ago•0 comments

The creator of Node.js says the era of writing code is over

https://jpcaparas.medium.com/the-creator-of-node-js-says-the-era-of-writing-code-is-over-8320c868...
3•CharlesW•36m ago•2 comments

Uber, often sued over car crashes, pushes for law to limit lawyer fees

https://www.latimes.com/california/story/2026-01-17/uber-personal-injury-lawsuits-california-law
6•sizzle•42m ago•1 comments

F5 tackles AI security with new platform extensions

https://www.networkworld.com/article/4118696/f5-tackles-ai-security-with-new-platform-extensions....
1•ohjeez•43m ago•0 comments

Uber Pushes to Cap Personal Injury Lawyer Payouts A.G. 25-0022 [pdf]

https://oag.ca.gov/system/files/initiatives/pdfs/25-0022A1%20%28Self%20Dealing%20Attorneys%29.pdf
5•sizzle•45m ago•0 comments

Austrian cow shows first case of flexible, multi-purpose tool use in cattle

https://www.amazon.com/IASEAHK-Cushions-Dining-Chairs-Kitchen/dp/B0DJCT6H9D/ref=sr_1_9?dib=eyJ2Ij...
2•bookmtn•46m ago•0 comments

SearchGuard: How Google detects bots and what the SerpAPI lawsuit reveals

https://searchengineland.com/inside-google-searchguard-467676
6•sans_souse•48m ago•0 comments

Show HN: AlgoSync – A social space for builders to share the "real" tech journey

https://www.algosyncverse.com/
1•lyquochao84•49m ago•1 comments

Netflix Ruined Korean Dramas Forever [video]

https://www.youtube.com/watch?v=p1_j6izmEX4
3•danhite•49m ago•1 comments

Opensync

https://github.com/waynesutton/opensync
1•handfuloflight•49m ago•0 comments

Bank of England 'must plan for a financial crisis triggered by aliens'

https://www.msn.com/en-gb/news/uknews/bank-of-england-must-plan-for-a-financial-crisis-triggered-...
7•matthewsinclair•59m ago•6 comments

EnergyNet Explained: Internetification of Energy Distribution

https://arxiv.org/abs/2509.08152
2•zekrioca•1h ago•0 comments

Scaling long-running autonomous coding

https://simonwillison.net/2026/Jan/19/scaling-long-running-autonomous-coding/
2•srameshc•1h ago•0 comments

Ask HN: Do Hackathons Still Matter in 2026?

4•rafaepta•1h ago•1 comments

React Native Windows v0.81

https://devblogs.microsoft.com/react-native/%f0%9f%9a%80react-native-windows-v0-81-is-here/
1•soheilpro•1h ago•0 comments