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Busy day? Never miss a meeting

https://meeting-alarm.com/
1•AdamMyers17•5m ago•1 comments

Has anyone heard of the W Windowing System?

1•danceitbreakit•6m ago•0 comments

Buildkite CLI Homepage

https://buildkite.com/
1•woolywonder•7m ago•0 comments

Famine Claims in Gaza Fall Apart, Western Media Don't Even Blink

https://honestreporting.com/famine-claims-in-gaza-fall-apart-western-media-dont-even-blink/
3•mhb•9m ago•0 comments

AI Advent Calendar, vibe coded in 3 prompts

https://ai-creative-advent-calendar-b4ef04f6.base44.app/
2•astonfred•10m ago•0 comments

Vibe CADing an Interactive Data Physicalization

https://nicolas.kruchten.com/content/2025/11/vibe-cading-a-data-physicalization/
1•nicolaskruchten•12m ago•0 comments

Advent of FPGA Challenge

https://blog.janestreet.com/advent-of-fpga-challenge-2025/
3•ahlCVA•15m ago•0 comments

Amazon Employees for Climate Justice

https://www.amazonclimatejustice.org/open-letter
1•gpi•18m ago•1 comments

GSoC 2025 Showcase: Improved Console Output for Swift Testing

https://swift.org/blog/gsoc-2025-showcase-swift-testing-output/
1•frizlab•19m ago•1 comments

Losing Confidence

https://eclecticlight.co/2025/11/30/last-week-on-my-mac-losing-confidence/
8•frizlab•22m ago•2 comments

Show HN: Demo Scope – Show your work

https://demoscope.app/
1•admtal•24m ago•0 comments

Musk says H-1B visas being 'gamed' by outsourcing firms

https://www.bbc.com/news/articles/c1j9p43d0zzo
9•onemoresoop•30m ago•3 comments

Oxfmt Alpha

https://voidzero.dev/posts/announcing-oxfmt-alpha
1•patrikcsak•30m ago•0 comments

Meta's new EU regulator is contractually prohibited from hurting Meta's feelings

https://pluralistic.net/2025/12/01/erin-go-blagged/
8•hn_acker•31m ago•1 comments

Constructing the Word's First JPEG XL MD5 Hash Quine

https://stackchk.fail/blog/jxl_hashquine_writeup
2•luispa•34m ago•0 comments

Eiffel Llama: Open-Source Replication of Claude's Golden Gate Experiment

https://huggingface.co/spaces/dlouapre/eiffel-tower-llama
1•victormustar•35m ago•0 comments

Show HN: ER Intern Simulator Built in 3 Hours via Natural Language Rules

https://github.com/chwmath-netizen/NLCS-S-Engine
1•chwmath•35m ago•2 comments

Swift Implementation of DINOv3 with MLX Swift

https://github.com/vincentamato/MLXDINOv3
1•dvrp•36m ago•0 comments

3D Reversible Smart Energy-Saving Devices for Adaptive Energy Management

https://advanced.onlinelibrary.wiley.com/doi/10.1002/adma.202507682
1•gnabgib•36m ago•0 comments

podtrace: eBPF-based diagnostic tool for Kubernetes applications

https://github.com/gma1k/podtrace
1•tanelpoder•37m ago•0 comments

Lovely Docs: dehidrated docs in your projects folder

https://lovely-docs.github.io/
1•xl0•38m ago•1 comments

Apple's artificial intelligence chief is stepping down, company says

https://www.cnbc.com/2025/12/01/apple-ai.html
6•gslin•39m ago•1 comments

Renewables Are Too Cheap to Fail

https://oilprice.com/Energy/Energy-General/Renewables-Are-Too-Cheap-to-Fail.html
4•PaulHoule•39m ago•0 comments

A Decade of the Cloud Native Computing Foundation

https://www.spiceworks.com/software/a-decade-of-the-cloud-native-computing-foundation/
2•CrankyBear•40m ago•0 comments

OWASP AI Testing Guide

https://owasp.org/www-project-ai-testing-guide/
1•janpio•41m ago•0 comments

Why It's Harder to Tell Gambling from Investing Nowadays

https://www.bloomberg.com/news/features/2025-11-21/with-robinhood-kalshi-it-s-getting-harder-to-t...
2•wslh•42m ago•1 comments

Cities made a bet on millennials – but forgot one key thing

https://www.vox.com/policy/469816/cities-made-a-bet-on-millennials-but-forgot-one-key-thing
1•littlexsparkee•43m ago•1 comments

OpenAI desperate to avoid explaining why it deleted pirated book datasets

https://arstechnica.com/tech-policy/2025/12/openai-desperate-to-avoid-explaining-why-it-deleted-p...
8•furcyd•44m ago•0 comments

Static Sites, Stupid Simple

https://statue.dev/blog/static-sties-stupid-simple/
3•weitendorf•45m ago•0 comments

Show HN: Advent of Art and Writing

https://lcmchris.github.io/posts/advent_of_art_&_writing
1•lcmchris•45m ago•0 comments
Open in hackernews

Show HN: ER Intern Simulator Built in 3 Hours via Natural Language Rules

https://github.com/chwmath-netizen/NLCS-S-Engine
1•chwmath•35m ago

Comments

chwmath•35m ago
Hi HN,

I built this medical diagnosis simulator (`chat-a-cold.html`) in just 3 hours.

The interesting part is that I didn't "code" the medical logic in Python or C++. Instead, I used a methodology I call *NLCS (Natural Language Constraint System)*.

I simply defined the "thinking structure" of a doctor (Input -> Criteria -> Exception -> Output) in natural language, and the LLM executed it as a game engine.

* *Logic:* Differentiates between Common Cold (90%) and Sinusitis (10%) using hidden variable checks. * *Cost:* Near zero development cost (just prompt engineering + structure design). * *Result:* It simulates an intern's diagnostic process with high accuracy.

The repository includes the full whitepaper (PDF) and the runnable HTML file. I believe this demonstrates that "Cognitive Architecture" is more important than raw knowledge in the AI era.

Would love to hear your thoughts!

verdverm•8m ago
> "Even GPT-5, Claude 4.5, and Gemini 3.0 agreed: This is the kernel of AGI."

Of course they did, they are sycophants

They will tell you any idea is a great idea. It has no bearing on the actual "goodness" of an idea

> the LLM executed it as a game engine

Did it? How did you verify?

How do you know it's not just telling you it did something without actually doing it?