HalfLife/launch_digest.txt at main · amaydixit11/HalfLife · GitHub

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HalfLife v0.2: Phase 3 Launch Summary

1. MISSION: Hardening for Messy Reality
   - Goal: Transition from controlled lab performance to real-world robustness.

2. CORE DEFENSES IMPLEMENTED:
   - REGEX DATE HARVESTING: Reranker now 'scans' text for years if metadata is missing. 50% metadata loss is no longer a blind spot.
   - STABILITY OVERRIDE: Added STATIC_KEYWORDS ('best', 'stable') to trigger authoritative vector-scoring over raw recency bias.
   - SDK INTENT CONTROL: Exposed 'intent' override in hl.rerank() for absolute developer deterministic control.

3. VERIFIED:
   - 'Temporal Travel' Demo successful: Correctly surfaced era-appropriate answers while maintaining score transparency.
   - Intent Classifier now handles past-tense, dates, and quality-signals.

STATUS: 100% Launch-Ready. 🚀