Structural Debugging for Chain-of-Thought Graphs
Chain-of-thought traces can be inspected as dependency graphs instead of prose, making circular support, abandoned threads, unsupported conclusions, and contradictions easier to find.
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Executable Metaphors: Compiling Analogy Into Prototype Code
Executable Metaphors treats a natural-language analogy as a compact architecture brief, then generates scaffolded code, build files, documentation, and a repair loop for rapid prototyping.
The Unaskable Question
A probing tool asks language models structurally impossible questions and classifies how they fail.
Evolving Better Prompts
A genetic prompt run improved average fitness from 0.887 to 0.926 in four generations using LLM-based mutation and crossover.
Memory Should Decay
An agent memory run kept 8 useful facts out of 50 after 30 ticks. The rest expired without manual pruning.
A Real ASI02 Gap Caught Before Shipping
A sanitized regression case where dangerous text crossed an agent boundary, appeared in a customer-facing draft, and became a permanent ASI02 test.