Topic: future ai reasoning

The Illusion of AI Thinking: Why Even the Smartest Reasoning Models Hit a Wall

June 10, 2025

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The Illusion of AI Thinking: Why Even the Smartest Reasoning Models Hit a Wall

Apple just delivered a wake-up call to the AI community. Their latest research, published this month, takes a hard look at the new generation of "reasoning" AI models, and the results are both eye-opening and humbling.

Deep Cogito Launches 4 Open-Source AI Models with Self-Learning Intuition

Deep Cogito, founded by ex-Google engineers, released four open-source AI models (Cogito v2 series) with self-learning capabilities, ranging from 70B to 671B parameters, under flexible licensing. The models include dense and mixture-of-experts (MoE) variants, with the 671B MoE flagship offering t...

AI Breakthrough: 'Thinking as Optimization' Boosts General-Purpose Models

Researchers developed an energy-based transformer (EBT) architecture that enhances AI reasoning by treating thinking as an optimization process, improving generalization and adaptability. EBTs outperform traditional models by using energy-based models (EBMs) to iteratively refine responses, achie...