Show HN: NKTg AI – An LLM that decodes text before generating

Category: ai-ml

Tags: llm, text-analysis, wasm, summarization, local-first

Score: 4.7/10 (Innovation: 6, Technical: 4, Documentation: 5, Utility: 4)

NKTg AI is a browser-based text analysis tool that claims to use 'physical algorithms' to measure semantic energy and extract the core content of a text, distinguishing amplifying versus damping components. It combines this extraction layer with a local LLM (via WebAssembly) for generation, aiming to reduce hallucination and improve focus on source material. The project presents an unconventional, pseudo-physical framing for text summarization, but its technical claims and maturity are difficult to verify.

Target audience: researchers, content analysts, legal/finance professionals

Repository: https://nktg.org/

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