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AI Research

Abstract colorful streams compressing through a narrow concept bottleneck and expanding into richer geometric structure

Quicker Failures lead to better questions: How AI Helped Me Steer my research forward

8 March 2026·2522 words·12 mins

Abstract digital painting of two intertwining audio streams — warm orange and electric teal — representing competing speech-to-speech AI architectures.

Speech-to-Speech Models in 2026: Three Architectural Bets and What Each Actually Gives You

27 February 2026·2684 words·13 mins

MrCogito — Concept Encoder

15 February 2026·2100 words·10 mins

An exploration of the current boundaries of LLM's and its implications for becoming AGI. What are the limits of LLM's reasoning abilities?

🧠 2025 LLM Limitations: Research Review on the Real Boundaries of AI Reasoning

20 August 2025·Updated: 29 August 2025·1985 words·10 mins