← heapsort-ai

sustainable AI

4 items

ARTICLE↑ trendingReddit r/MachineLearning·4/22/2026

I built a new category of AI called a Reductive Inference Model (RIM) that answers by elimination instead of generation — AMA [P]

POEM (Process Of Elimination Master) is a novel AI architecture that answers questions by progressively eliminating impossibilities rather than generating possibilities, operating independently of LLMs. It achieves 88% accuracy, is 95.5x faster, and 100x smaller than TinyLlama 1.1B, demonstrating significant computational efficiency.

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ARTICLEDEV.to AI·4/18/2026

Privacy-Preserving Active Learning for sustainable aquaculture monitoring systems with inverse simulation verification

The content introduces the challenges of optimizing sustainable aquaculture using AI, specifically citing data scarcity, privacy concerns, and the simulation-to-reality gap in computer vision applications. It describes the author's journey to formulate a Privacy-Preserving Active Learning approach with inverse simulation verification to address these practical issues.

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RESEARCHDEV.to AI·4/19/2026

ECOSYNAPSE Volume II — Expansion Architecture Living Garden Intelligence: Ten Plants, Infinite Environments, One Evolving System

This whitepaper, EcoSynapse Volume II, details the biological, mathematical, and computational specifications of a "Living Garden Intelligence" system, expanding on its foundational architecture from Volume I. It focuses on ten specific plant agents, outlining their selection criteria, sourcing, and detailed biological profiles to function within multi-climate zones as one evolving system.

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