The new literalism plaguing today's biggest movies (newyorker.com)

21 points by frogulis 26m ago 6 comments

Apple's MLX adding CUDA support (github.com)

246 points by nsagent 6h ago 101 comments

LIGO detects most massive black hole merger to date (caltech.edu)

211 points by Eduard 8h ago 97 comments

AWS Lambda Silent Crash – A Platform Failure, Not an Application Bug [pdf] (lyons-den.com)

43 points by nonfamous 2h ago 37 comments

RFC: PHP license update (wiki.php.net)

163 points by josephwegner 6h ago 35 comments

Kiro: A new agentic IDE (kiro.dev)

730 points by QuinnyPig 13h ago 324 comments

Dog Walk: Blender Studio's official game project (blenderstudio.itch.io)

119 points by doener 6h ago 15 comments

Protecting My Attention at the Dopamine Carnival (amirsharif.com)

76 points by overload119 3h ago 52 comments

Show HN: CallFS – S3-style object store in one Go binary (MIT) (github.com)

3 points by ebogdum 35m ago 0 comments

Clashes between web and X11 colors in the CSS color scheme (en.wikipedia.org)

14 points by mmoogle 1d ago 0 comments

C++ Coroutines Advanced: Converting std:future to asio:awaitable (ddhigh.com)

14 points by xialeistudio 2h ago 1 comments

NeuralOS: An operating system powered by neural networks (neural-os.com)

105 points by yuntian 8h ago 31 comments

Context Rot: How increasing input tokens impacts LLM performance (research.trychroma.com)

117 points by kellyhongsn 8h ago 20 comments

DEWLine Museum – The Distant Early Warning Radar Line (dewlinemuseum.com)

40 points by reaperducer 5h ago 11 comments

Transition to using 16 KB page sizes for Android apps and games (android-developers.googleblog.com)

24 points by ingve 3d ago 10 comments

SQLite async connection pool for high-performance (github.com)

79 points by slaily 3d ago 32 comments

I Solved the Century-Old Mystery of a Miraculous Shipwreck Survivor (thewalrus.ca)

40 points by Thevet 2d ago 9 comments

Show HN: Bedrock – An 8-bit computing system for running programs anywhere (benbridle.com)

95 points by benbridle 4d ago 19 comments

Replicube: 3D shader puzzle game, online demo (replicube.xyz)

95 points by inktype 3d ago 19 comments

Building Modular Rails Applications: A Deep Dive into Rails Engines (panasiti.me)

136 points by giovapanasiti 12h ago 31 comments

The Collapse of the FDA (nytimes.com)

87 points by littlexsparkee 3h ago 45 comments

Cognition (Devin AI) to Acquire Windsurf (cognition.ai)

377 points by alazsengul 10h ago 299 comments

Strategies for Fast Lexers (xnacly.me)

134 points by xnacly 13h ago 46 comments

Anthropic, Google, OpenAI and XAI Granted Up to $200M from Defense Department (cnbc.com)

157 points by ChrisArchitect 7h ago 100 comments

Cidco MailStation as a Z80 Development Platform (2019) (jcs.org)

50 points by robin_reala 10h ago 6 comments

Embedding user-defined indexes in Apache Parquet (datafusion.apache.org)

99 points by jasim 11h ago 14 comments

Lightning Detector Circuits (techlib.com)

81 points by nateb2022 13h ago 40 comments

East Asian aerosol cleanup has likely contributed to global warming (nature.com)

171 points by defrost 18h ago 195 comments

Meticulous (YC S21) is hiring in UK to redefine software dev (tinyurl.com)

1 points by Gabriel_h 11h ago 0 comments

Show HN: The HTML Maze – Escape an eerie labyrinth built with HTML pages (htmlmaze.com)

38 points by kyrylo 7h ago 7 comments

Dyeing to get in (2014) (genuineideas.com)

8 points by orlp 2d ago 1 comments

Japanese grandparents create life-size Totoro with bus stop for grandkids (2020) (mymodernmet.com)

254 points by NaOH 12h ago 66 comments

Data brokers are selling flight information to CBP and ICE (eff.org)

463 points by exiguus 12h ago 246 comments

Impacts of adding PV solar system to internal combustion engine vehicles (jstor.org)

107 points by red369 17h ago 223 comments

Two guys hated using Comcast, so they built their own fiber ISP (arstechnica.com)

314 points by LorenDB 12h ago 210 comments

Predicting Competitive Pokémon VGC Leads Using Latent Semantic Analysis (jgeekstudies.org)

13 points by zdw 3d ago 3 comments

Tandy Corporation, Part 3 (abortretry.fail)

58 points by klelatti 3d ago 15 comments

Lossless Float Image Compression (aras-p.info)

97 points by ingve 4d ago 10 comments

A Century of Quantum Mechanics (home.cern)

105 points by bookofjoe 4d ago 80 comments

Why random selection is necessary to create stable meritocratic institutions (assemblingamerica.substack.com)

222 points by namlem 12h ago 196 comments

It took 45 years, but spreadsheet legend Mitch Kapor finally got his MIT degree (bostonglobe.com)

175 points by bookofjoe 3d ago 17 comments

The Corset X-Rays of Dr Ludovic O'Followell (1908) (publicdomainreview.org)

33 points by healsdata 3d ago 1 comments

Happy 20th Birthday, Django (djangoproject.com)

367 points by davepeck 1d ago 98 comments

Micronutrient deficiency linked to chronic pain in new study (healthsciences.arizona.edu)

12 points by geox 2h ago 0 comments

Six Game Devs Speak to Computer Games Mag (1984) (computeradsfromthepast.substack.com)

53 points by rbanffy 3d ago 12 comments

Code highlighting with Cursor AI for $500k (securelist.com)

10 points by ivanjermakov 5h ago 1 comments

Sell Yourself Well – What Soham Parekh Can Teach Us (fldr.zip)

18 points by wyxuan 9h ago 1 comments

『 0x61 』- Panasonic and OpenBSD = <3 (x61.sh)

31 points by todsacerdoti 10h ago 1 comments

Clang: -Wexperimental-lifetime-safety: Experimental C++ Lifetime Safety Analysis (github.com)

7 points by matt_d 6h ago 1 comments

Lasagna Battery Cell (amazingribs.com)

114 points by nixass 4d ago 23 comments

Geo‑Prime ELITE: Modular AI pipeline for citation-focused content generation

1 lapatride 0 7/15/2025, 4:08:55 AM

This post introduces GEO‑Prime ELITE, a modular AI infrastructure designed to deliver citation-ready content across generative search engines (SGE, GPT‑Browse, Perplexity, etc.), using classic source texts.

Purpose: GEO‑Prime ELITE is a modular pipeline designed to generate citation-ready content for generative AI engines (SGE, GPT‑Browse, Perplexity, etc.) from classical source texts.

Pipeline Components: -RAG (Retrieval-Augmented Generation) with local vector database -Logical fallback: hierarchy GPT‑4o > Claude > local model

Post-processing: -segmentation ≤ 80 words -citation-readiness scoring -JSON‑LD formatting -LoRA fine-tuning based on AI citation scoring -Cost governance (CAPEX/OPEX) + escalation model toward 70B-scale

Business Goals: -Reducing no-click SEO -Increasing citation visibility in AI engines -Optimizing content for generative search -Monetization via licensing, MVP rollout, or strategic sale

Content: -pitch-deck/: PDF presentation of the pipeline -architecture/: modular system structure (coming soon) -scoring/: citation-readiness criteria (demo or simulated JSON) -uplift-study/: upcoming evaluation protocol

Intellectual Property: This repository constitutes a public proof of prior art for the concept, architecture, and logic behind GEO‑Prime ELITE.

Original author: Frédéric Clément-Tribouilloy (Lapatride) Initial publication date: July 10, 2025

View on GitHub: https://github.com/Lapatride/geo-prime-ELITE/blob/main/README%20initial%20GEO-Prime%20ELITE.md

Comments (0)

No comments yet