Hacker News
The best testing strategy
Article URL: https://ivelum.com/blog/the-best-testing-strategy/
Comments URL: https://news.ycombinator.com/item?id=44283477
Points: 1
# Comments: 0
The Devils' Citadel Extended – Must mechanization be a blind agent of change?
Article URL: https://hedgehogreview.com/web-features/thr/posts/the-devils-citadel-extended
Comments URL: https://news.ycombinator.com/item?id=44283474
Points: 1
# Comments: 0
How Would You Defend the Planet from Asteroids? (2023)
Article URL: https://issues.org/nasa-asteroid-initative-pta-farooque-kessler/
Comments URL: https://news.ycombinator.com/item?id=44283464
Points: 1
# Comments: 0
Efficient Simulations at Scale
Article URL: https://tud.qucosa.de/landing-page/?tx_dlf[id]=https%3A%2F%2Ftud.qucosa.de%2Fapi%2Fqucosa%253A89798%2Fmets
Comments URL: https://news.ycombinator.com/item?id=44283403
Points: 1
# Comments: 0
Show HN: AGI Lite for Free,Semantic AI boost with WFGY(stability ×3.6, open SDK
WFGY is a semantic framework that integrates into any LLM—including ChatGPT—and instantly improves its reasoning, hallucination repair, and deep feedback-loop capabilities. It’s fully free, open-access, and built to be tried in under 60 seconds.
Unlike typical prompt libraries, WFGY is based on a self-healing theory of meaning. We released an SDK (CLI, Colab, Python), a paper on semantic relativity, and eight more papers challenging parts of current physics and cognition theories.
No signup, no marketing, no dependencies—just copy and paste, and your AI starts reasoning in a new way.
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Quick Demo 1. Download the [WFGY PDF](https://zenodo.org/records/15630969) 2. Upload to [ChatGPT](https://chat.openai.com/) or any LLM 3. Ask: `Answer using WFGY: What is the meaning of attention modulation in BBAM?` Or: `Use WFGY to improve your previous answer.`[Prompt PDF](https://zenodo.org/records/15657016)
SDK version here: [https://github.com/onestardao/WFGY](https://github.com/onestardao/WFGY)
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Why post this? WFGY 1.0 launched June 15, 2025. If GitHub stars reach 10,000 before August 1 , WFGY 2.0 will be released for free. Otherwise, it stays sealed and becomes commercial.
This isn’t just a theory. We’ve benchmarked it: WFGY 1.0 → +42.1% reasoning accuracy | +3.6× stability Simulated WFGY 2.0 (GPT-4-Turbo) → +65.4% reasoning | +5.1× stability
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You’ll also find:
* Prompt Revolution: 45+ ready-to-use prompts across logic, emotion, daily life, and even alien diplomacy * Eight peer-reviewed “idea-nuke” papers that challenge Einstein & propose a Fifth Fundamental Force * A “semantic defense” method—yes, even countering critics using prompts + math
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Ask your AI:
> "Use WFGY to simulate a semantic subtext analysis of this sentence: 'I’m fine.'" > or > "Rate your own logical reasoning before and after reading WFGY."
This is not just copy-paste prompt play. It’s a new way of seeing what AI can become.
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GitHub repo (with instructions, SDK, and tutorials): [https://github.com/onestardao/WFGY](https://github.com/onestardao/WFGY)
All papers, prompts, and tools are free and hosted on Zenodo (CERN-backed open research platform). No registration. No tracking. 100% safe.
Comments URL: https://news.ycombinator.com/item?id=44283394
Points: 1
# Comments: 0
I want to be a Journey Programmer Again
Article URL: https://hexhowells.com/posts/journey.html
Comments URL: https://news.ycombinator.com/item?id=44283388
Points: 3
# Comments: 0
BehindText – Text Behind Image
Article URL: https://behindtext.com
Comments URL: https://news.ycombinator.com/item?id=44283385
Points: 1
# Comments: 0
A clicker game made with just HTML and CSS
Article URL: https://lyra.horse/css-clicker/index.html
Comments URL: https://news.ycombinator.com/item?id=44283363
Points: 1
# Comments: 0
Studio Ghibli marks 40 years, but future looks uncertain
Article URL: https://www.japantimes.co.jp/culture/2025/06/06/film/ghibli-anniversary-40/
Comments URL: https://news.ycombinator.com/item?id=44283354
Points: 2
# Comments: 0
Can AIs find new hills to climb?
Article URL: https://theconversation.com/why-apple-and-its-iphone-confound-disruption-theorists-38205
Comments URL: https://news.ycombinator.com/item?id=44283353
Points: 2
# Comments: 0
1x Forth (1999)
Article URL: https://www.ultratechnology.com/1xforth.htm
Comments URL: https://news.ycombinator.com/item?id=44283320
Points: 3
# Comments: 0
Red Hat Linux in 1998 (2009)
Article URL: https://linuxgazette.net/165/laycock.html
Comments URL: https://news.ycombinator.com/item?id=44283047
Points: 1
# Comments: 0
New kind of cryptocurrency spam on GitHub
Article URL: https://github.com/viperdavis/faucet-token-help/issues/1
Comments URL: https://news.ycombinator.com/item?id=44283029
Points: 1
# Comments: 1
Elixir: An Alternative to JavaScript-Based Web Development
Article URL: https://thenewstack.io/elixir-an-alternative-to-javascript-based-web-development/
Comments URL: https://news.ycombinator.com/item?id=44283026
Points: 1
# Comments: 0
Biofuels Policy, a Mainstay of American Agriculture, a Failure for the Climate
Article URL: https://insideclimatenews.org/news/13062025/agriculture-ethanol-biofuel-policy-climate-failure/
Comments URL: https://news.ycombinator.com/item?id=44283008
Points: 4
# Comments: 0
Modifying an HDMI dummy plug's EDID using a Raspberry Pi
Article URL: https://www.downtowndougbrown.com/2025/06/modifying-an-hdmi-dummy-plugs-edid-using-a-raspberry-pi/
Comments URL: https://news.ycombinator.com/item?id=44282998
Points: 1
# Comments: 0
The AI lifestyle subsidy is going to end
Article URL: https://digitalseams.com/blog/the-ai-lifestyle-subsidy-is-going-to-end
Comments URL: https://news.ycombinator.com/item?id=44282965
Points: 1
# Comments: 0
Async Compute All the Things
Article URL: https://interplayoflight.wordpress.com/2025/05/27/async-compute-all-the-things/
Comments URL: https://news.ycombinator.com/item?id=44282962
Points: 1
# Comments: 0
The unions are (finally) coming for big tech
Article URL: https://leaddev.com/leadership/unions-finally-coming-big-tech
Comments URL: https://news.ycombinator.com/item?id=44282960
Points: 3
# Comments: 0
Simplest Computer Sound [video]
Article URL: https://www.youtube.com/watch?v=tIOR7kRevPU
Comments URL: https://news.ycombinator.com/item?id=44282959
Points: 1
# Comments: 0