Hacker News

Article URL: https://samuelgabrielsg.substack.com/p/distributed-cognitive-escalation

Comments URL: https://news.ycombinator.com/item?id=47149434

Points: 1

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Article URL: https://Veo3-2.app/

Comments URL: https://news.ycombinator.com/item?id=47149429

Points: 1

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Article URL: https://www.datadoghq.com/blog/engineering/agent-go-binaries/

Comments URL: https://news.ycombinator.com/item?id=47149428

Points: 2

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Article URL: https://www.theatlantic.com/books/2026/02/michael-pollans-new-book-pops-ai-bubble/686119/

Comments URL: https://news.ycombinator.com/item?id=47149423

Points: 1

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Article URL: https://daringfireball.net/linked/2026/02/24/paul-brainerd-rip

Comments URL: https://news.ycombinator.com/item?id=47149394

Points: 1

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Article URL: https://www.sciencedaily.com/releases/2026/02/260222092302.htm

Comments URL: https://news.ycombinator.com/item?id=47149354

Points: 1

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I built a small Python toolkit focused on production safety rather than speed-to-demo.

It provides a few deterministic building blocks: - canonicalization of inputs - fail-fast invariant checks on model outputs - cryptographic fingerprints (SHA-256) for auditability

The goal is to make AI pipelines reproducible and inspectable, especially for high-risk use cases (e.g. credit scoring).

Repo: https://github.com/Dawonos/determinant Example: credit_scoring_high_risk.py

Question: does this solve a real problem for anyone running LLMs in production, or is this usually handled differently?

Comments URL: https://news.ycombinator.com/item?id=47149351

Points: 2

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Article URL: https://cosmo.tardis.ac/files/2026-01-27-activation-2.html

Comments URL: https://news.ycombinator.com/item?id=47149348

Points: 1

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Article URL: https://github.com/e-hosseini/deck-share

Comments URL: https://news.ycombinator.com/item?id=47149343

Points: 1

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Article URL: https://linklane.net/index.php

Comments URL: https://news.ycombinator.com/item?id=47149336

Points: 2

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Article URL: https://www.math.cmu.edu/~jmackey/151_128/bws_book.pdf

Comments URL: https://news.ycombinator.com/item?id=47149335

Points: 1

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Conduit allows users to securely serve their own local models (or proxy) and access models from others globally, creating a distributed and resilient compute network.

Comments URL: https://news.ycombinator.com/item?id=47149333

Points: 1

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Article URL: https://hal.cs.princeton.edu/reliability/

Comments URL: https://news.ycombinator.com/item?id=47149327

Points: 1

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Article URL: https://www.techpowerup.com/346714/nvidia-hiring-engineers-to-optimize-proton-and-vulkan-api-performance-on-linux

Comments URL: https://news.ycombinator.com/item?id=47149308

Points: 2

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Article URL: https://www.infoq.com/news/2026/02/ai-floods-close-projects/

Comments URL: https://news.ycombinator.com/item?id=47149306

Points: 1

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Article URL: https://mewgenics.online/

Comments URL: https://news.ycombinator.com/item?id=47149288

Points: 2

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Article URL: http://nossl.fmstream.org/

Comments URL: https://news.ycombinator.com/item?id=47149284

Points: 2

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Article URL: https://www.sciencedirect.com/science/article/abs/pii/S0038071719303293

Comments URL: https://news.ycombinator.com/item?id=47149281

Points: 2

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Article URL: https://www.nytimes.com/2026/02/24/technology/taiwan-china-chips-silicon-valley-tsmc.html

Comments URL: https://news.ycombinator.com/item?id=47148984

Points: 1

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Article URL: https://asia.nikkei.com/business/technology/japan-antitrust-watchdog-raids-microsoft-over-cloud-services-concerns

Comments URL: https://news.ycombinator.com/item?id=47148982

Points: 1

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