Umbrella track for the second video analysis research campaign. 4 videos:
(1) Reinventing Entropy / Compression is Intelligence, (2) LeCun World
Models, (3) LeCun's Bet Against LLMs, (4) Recursive Self-Improvement.
Follows the established 3-pass pattern from the prior 12-video campaign
(Pass 1: extract via scripts/video_analysis/ pipeline, Pass 2: deobfuscate
via lexicon v2, Pass 3: project to C11/Python via the C11 reference).
Sibling to Campaign A (directive_hotswap_harness_20260627). Cross-campaign:
video 1 (entropy/compression) is most directly relevant to the directive
encoding question. Videos 2-3 (LeCun) inform how LLMs model directive intent.
Video 4 is the meta-question the directive harness addresses.
This plan covers Phase 0 (umbrella setup) + Phase 1 (Pass 1 reports) +
Phase 2 (synthesis) + Phase 3 (checkpoint). Pass 2/3 plans are authored
as sub-tracks once Pass 1 ships.
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