AI/ML●●Solid
Mapping Sonnet's thinking process via flame charts
Flame charts for LLM thinking traces with statistical rigor on variance.
Rabbit HoleNiche Gem
dataviz1000
301mo ago
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Gave Claude Code ADHD.. Now it thinks 3x better
by udit_50·May 27, 2026·8 points·1 comment
AI Analysis
●●●BangerBig BrainZero to One
Mechanical generator-critic split beats prompted self-consistency by enforcing actual separation.
Strengths
- •Cognitive frame branching (regulator, speedrunner, biology) drives genuine divergence, not just temperature tweaks.
- •Concrete evals: +5.17 novelty, +7.67 trap detection across six engineering problems with LLM-as-judge.
- •Addresses premature convergence—a real failure mode in open-ended design tasks where first plausible answer wins.
Weaknesses
- •Preprint with no shipped library or npm package yet—hard to actually use this today.
- •LLM-as-judge evals are convenient but may not reflect real developer workflows.
Category
Target Audience
AI agent developers, researchers building coding assistants
Similar To
Tree-of-Thought · Chain-of-Thought · Self-Consistency
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