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Reasoning Models & Test-Time Compute

Chain of thought, test-time scaling, tree of thoughts, self-consistency sampling

4 lessons•~100 min•+120 XP
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Remaining to learn: 4

Lessons in Module (4)

lessons in order

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01
Test-Time Compute (TTC) Architecture and Latent Reasoning Chains
#test-time-compute#reasoning#chain-of-thought#claude-3-7#deepseek-r1#ai-engineering
25 min+30 XP
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02
Reasoning Token Budgeting and Thinking Depth Calibration
#reasoning-budget#thinking-tokens#cost-control#latency#ai-engineering
25 min+30 XP
Read
03
Preventing Overthinking Traps and Self-Verification Loops
#overthinking#reasoning-loops#early-stopping#anti-patterns#ai-engineering
25 min+30 XP
Read
04
Tree-of-Thoughts and Monte Carlo Tree Search (MCTS) for Architectural Planning
#tree-of-thoughts#mcts#system-design#architectural-search#ai-engineering
25 min+30 XP
Read
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