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📰 Dev.to · SolScan Research

3 articles · Updated every 3 hours · View all reads

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MDIR: What If a Single Model Could Debate Itself Before Answering?
Dev.to · SolScan Research 3mo ago
MDIR: What If a Single Model Could Debate Itself Before Answering?
A New Architecture for Breaking LLM Convergence - From the Inside February 2026 On...
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550 Hallucinations, Zero Discoveries: What Happens When You Force an LLM to Invent Mathematics
Dev.to · SolScan Research 3mo ago
550 Hallucinations, Zero Discoveries: What Happens When You Force an LLM to Invent Mathematics
Abstract We conducted a systematic experiment: force a large language model (Claude,...
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Why AI Models Fail at Iterative Reasoning — And What Architecture Changes Could Fix It
Dev.to · SolScan Research 3mo ago
Why AI Models Fail at Iterative Reasoning — And What Architecture Changes Could Fix It
An analysis born from hundreds of hours of human-AI collaboration, where the human diagnosed...
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