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Build AI evals from real failures

https://latitude.so/blog/annotation-queue-bridge
1•paulaq•1h ago

Comments

vdelpuerto•1h ago
Annotation queues are a great discovery layer. The enforcement question is separate — once the failure mode is named, what stops the model from producing it again? Evals catch it at runtime, hooks prevent it at the trust boundary. Different layer of the pipeline.

Learn Vim for the Last Time

https://danielmiessler.com/blog/vim
1•dolfmaggot•13s ago•0 comments

Build the Dam System

https://jsfour.substack.com/p/build-the-dam-system
1•js4•55s ago•0 comments

Show HN: Germball – Drone-deployed seeds triggered by soil moisture

https://www.indiegogo.com/en/projects/germball/germball--smart-seed-capsule
1•lukascodes•1m ago•0 comments

Corporate Bullshit Considered Harmful

https://chuniversiteit.nl/papers/corporate-bullshit
1•ibobev•1m ago•0 comments

Highlighting Interactive Code Blocks

https://www.redblobgames.com/blog/2026-04-16-highlighting-interactive-code-blocks/
1•ibobev•2m ago•0 comments

US birth records uncover an autism risk surge tied to common drugs

https://medicalxpress.com/news/2026-04-millions-birth-uncover-autism-surge.html
1•OutOfHere•2m ago•0 comments

Haversine Distance

https://www.4rknova.com//blog/2026/04/19/haversine-distance
1•ibobev•2m ago•0 comments

Porting Red Alert to the Browser

https://lab.rosebud.ai/engineering/porting-openra-to-the-browser
1•vladgl94•2m ago•0 comments

Local ML inference benchmark: PyTorch vs. llama.cpp vs. the Rust ecosystem

http://kvark.github.io/ai/performance/2026/04/19/tales-from-the-inference-land.html
1•kvark•3m ago•0 comments

DanceUI: ByteDance's open source SwiftUI reimplmementation

https://github.com/bytedance/DanceUI
1•CharlesW•3m ago•0 comments

Show HN: fmsg – An open distributed messaging protocol

https://markmnl.github.io/fmsg/show-hn.html
1•markmnl•3m ago•0 comments

Qwen3.6-Max-Preview: Smarter, Sharper, Still Evolving

https://qwen.ai/blog?id=qwen3.6-max-preview
2•mfiguiere•4m ago•0 comments

RL Scaling Laws for LLMs

https://cameronrwolfe.substack.com/p/rl-scaling-laws
1•Brajeshwar•6m ago•0 comments

The Silent Crisis Killing Our Children, and What We Keep Refusing to Do About It

https://comuniq.xyz/post?t=973
1•01-_-•6m ago•0 comments

Txpay.app Easy to share Crypto Payment links

https://txpay.app/
1•maximoCorrea•6m ago•0 comments

Is there a musical-scale equivalent for story structure?

https://blog.quanten.co/is-there-a-musical-scale-equivalent-for-story-structure-clustering-screen...
1•phaedrus044•7m ago•0 comments

OSS Maintainers Need an Answer to AI Clean Rooms

https://12gramsofcarbon.com/p/open-source-maintainers-need-an-answer
1•theahura•8m ago•0 comments

Netgear Gets Mysterious Exemption to Trump FCC 'Router Ban,' Refuses to Say How

https://www.techdirt.com/2026/04/20/netgear-gets-mysterious-exemption-to-trump-fcc-router-ban-ref...
1•cdrnsf•8m ago•1 comments

Ask HN: How to help Claude find financials in large PDF from MCP tool

1•richardwong1•10m ago•0 comments

Conflating Ego with Intelligence

https://artagnon.com/art/ego
1•artagnon•10m ago•0 comments

Envcore – Python dependency tracking via runtime import tracing

https://github.com/JanBremec/envcore
1•janbr•12m ago•0 comments

Claude Researcher Skill

https://github.com/maher-naija-pro/claude-researcher
1•mahernaija•13m ago•0 comments

Who Gets the Last Homes in San Francisco?

https://datastream.substack.com/p/who-gets-the-last-homes-in-san-francisco
1•racketracer•14m ago•0 comments

Plzdontkillus: An experimental creator bootcamp about AI doom

https://www.plzdontkillus.com/
1•olalonde•14m ago•0 comments

Lasers create artificial stars for atmospheric measurement

https://www.eso.org/public/images/potw2616a/
2•orzi•14m ago•0 comments

The Way of Code – Rick Rubin

https://www.thewayofcode.com/#1
2•rootforce•15m ago•0 comments

A video is just a folder of JPEGs

https://flipbook.browserbox.io/
1•keepamovin•16m ago•0 comments

Giving RISC-V 1024 registers for zkVMs

https://leonardoalt.github.io/riscv-x
1•exKitsune•18m ago•0 comments

Show HN: Actual Claude Tokenizer

https://tokenizer.robkopel.me
2•robkop•18m ago•0 comments

The Great CS Exodus: How AI Is Rewriting the Future of Computer Science Degrees

https://webmatrices.com/post/the-great-cs-exodus-how-ai-is-rewriting-the-future-of-computer-scien...
4•bishwasbh•18m ago•0 comments