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背景
signal-eval 研究(PR #112)证明:三资产(GC=F/510300.SS/NDQ.AX)× 4 信号族 × 网格 = 72 变体, 无一过 DSR 0.95。顺带发现 per-asset regime
阈值不可被有原则地派生:
- 现有手调值不对应任何统一波动率分位(黄金趋势 5.0≈p65、纳指 4.0≈p45、BTC 8.0≈p25)。
- 黄金 crash_atr_pct_min=3.5 ...
Daily Repo Research — 2026-06-28 — loa-aleph
0. Executive Verdict
- Overall verdict: PROPOSE
- Repo inspected: README.md; PR #11; prior issue #7 surfaced by search.
- Current repo-state confidence: ...
🏆 Hackathon — Contradiction dedup resolution, Approach E: temporal contradiction resolution
The problem (shared across all 5 approach tickets)
As cognee ingests more data, the graph accumulates duplicate ...
hackathon
Problem
firestore.indexes.json is absent. docs/DATABASE_SCHEMA.md specifies 6 composite indexes required for production queries:
- posts by author_uid + created_at
- notifications by recipient_uid ...
database
infrastructure
🏆 Hackathon — Contradiction dedup resolution, Approach D: graph-structure / relational signals
The problem (shared across all 5 approach tickets)
As cognee ingests more data, the graph accumulates ...
hackathon
🏆 Hackathon — Contradiction dedup resolution, Approach C: LLM-judge canonicalization
The problem (shared across all 5 approach tickets)
As cognee ingests more data, the graph accumulates duplicate ...
hackathon
I was testing the tool and was having a very hard time until i checked a bit deeper and noticed this, you mentioned you
re not going to do any more major updates, but i would really appreciate if you could ...
🏆 Hackathon — Contradiction dedup resolution, Approach B: embedding-similarity clustering
The problem (shared across all 5 approach tickets)
As cognee ingests more data, the graph accumulates duplicate ...
hackathon
🏆 Hackathon — Contradiction dedup resolution, Approach A: deterministic key-based merging
The problem (shared across all 5 approach tickets)
As cognee ingests more data, the graph accumulates duplicate ...
hackathon

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