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Reconstructability and Auditability of AI Outputs in Regulated Environments

https://zenodo.org/records/18169843
1•businessmate•1d ago

Comments

businessmate•1d ago
This paper describes the minimum characteristics of an evidentiary control mechanism for AI systems operating in regulated environments. It defines when AI outputs become record-relevant, specifies the evidence objects required to make those outputs reconstructable, and outlines an operating model that distributes accountability across legal, compliance, risk, product, and operational functions.

The IDE for Conversations

1•casualhermit•3m ago•0 comments

Senior AMD executive suggests consumers buy cheap CPUs to combat memory pricing

https://www.tomshardware.com/pc-components/cpus/senior-amd-executive-suggests-consumers-buy-cheap...
1•cebert•3m ago•0 comments

The Crypto Story (2022)

https://www.bloomberg.com/features/2022-the-crypto-story/
1•vismit2000•3m ago•0 comments

Show HN: A game/benchmark where AI bots hunt each other

https://hiding-robot.vercel.app/
1•-babi-•4m ago•0 comments

The Slow Way Is the Fast Way

https://www.mark-samples.com/learn/2021/2/11/the-slow-way-is-the-fast-way
1•signa11•5m ago•0 comments

Dora 2025: Year in Review

https://dora.dev/insights/dora-2025-year-in-review/
1•cebert•6m ago•0 comments

Run Your Project in a Dev Container, in Zed

https://zed.dev/blog/dev-containers
1•ahamez•7m ago•0 comments

Runtime injection of temporary debug code

https://www.loom.com/share/1e526ff43fa44bfcaebe18a6f56052ff
1•adiraja•7m ago•1 comments

Show HN: MyMoodWrapped – Track your mood in 2026

https://www.mymoodwrapped.com/landing
1•pelmenibenni•8m ago•0 comments

Women in Coding

https://www.nytimes.com/2019/02/13/magazine/women-coding-computer-programming.html
1•ksec•9m ago•0 comments

Training and fine-tuning an Artificial Intelligence

https://github.com/tambetvali/LaegnaAITraining
1•tvali•10m ago•0 comments

Stack Overflow's forum killed by AI, but the company's still kicking for AI

https://sherwood.news/tech/stack-overflow-forum-dead-thanks-ai-but-companys-still-kicking-ai/
1•ForHackernews•12m ago•0 comments

Bitcoin mining firm Canaan pilot uses waste heat from mining to grow tomatoes

https://www.datacenterdynamics.com/en/news/canaan-pilot-uses-waste-heat-from-bitcoin-mining-to-gr...
2•giuliomagnifico•14m ago•0 comments

Pre-Compiled Headers Being Debated for LLVM/Clang to Speed-Up Build by 1.5~2x

https://www.phoronix.com/news/LLVM-PCH-Consideration
2•maxloh•19m ago•0 comments

Show HN: LoongFlow – Better Than Google AlphaEvolve

https://github.com/baidu-baige/LoongFlow
2•FreshmanD•20m ago•2 comments

The Personal Panoptican

https://docs.google.com/document/d/19-ajYTp2hwOW9WcirY9OIoSvMdfyivup8LMI92PkS20/edit?tab=t.0
1•chid•20m ago•0 comments

Hologram Awarded EEF Stipend for Development Milestones

https://hologram.page/blog/hologram-awarded-eef-stipend
1•amalinovic•21m ago•0 comments

Moorelink: High-Signal Social Media Scraper Delivering JSON Directly to Telegr

1•israeltimi•22m ago•0 comments

Are criminals vibe coding malware? All signs point to yes

https://www.theregister.com/2026/01/08/criminals_vibe_coding_malware/
2•pseudolus•26m ago•1 comments

Sopro: A 169M parameter real-time TTS model with zero-shot voice cloning

https://github.com/samuel-vitorino/sopro
5•marques576•31m ago•1 comments

Show HN: Trying to tackle the mental health crisis in an effective way

2•OleJ•31m ago•1 comments

Show HN: Git analytics that works across GitHub, GitLab, and Bitbucket

https://www.gitmore.io/
2•akhnid•31m ago•0 comments

Show HN: Honest Stake – An architecture of consequences (Enforced using code)

https://www.honeststake.com
3•tusahrbase•32m ago•2 comments

A mental-model roadmap for learning TypeScript

https://nemorize.com/roadmaps/typescript
2•reverseblade2•34m ago•1 comments

PHP Network Weathermap 1.0

https://github.com/Cacti/plugin_weathermap
2•rainallday•37m ago•0 comments

Show HN: Portabase – open-source database backup/restore tool

3•killian_larcher•38m ago•0 comments

Thread resulted in Google telling people that my cat was a real human woman

https://bsky.app/profile/dj-acid-reflux.bsky.social/post/3mbvpkk6j7c22
2•Quanttek•38m ago•1 comments

German president says US is destroying world order

https://www.reuters.com/world/americas/german-president-says-us-is-destroying-world-order-2026-01...
15•TechTechTech•38m ago•4 comments

Show HN: Prav-core – A no_std, zero-allocation QEC decoder in Rust

https://github.com/qubitsok/prav
2•navaro1•39m ago•0 comments

Decentralized CMS Pheix: Post-RTM review, engineering reflections and fixes

https://gitlab.com/pheix/dcms-pm/-/blob/main/reports/002-from-the-basement-the-patch.md
3•pheix•40m ago•1 comments