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배경
deep-interview Tier 3 #3 점검: eval/config.yaml의 ablation preset이 Self-Consistency 원칙(무작정 N↑보다 독립 접근 다양성 + 독립 검증기)을 충족하는지
audit. scientist 분석 완료.
점검 결과 (요약)
- 15 preset = 의도된 3층 구조: 독립 접근 다양성 6(retrieval ...
Problem
There is no programmatic way to verify scheduled jobs at runtime.
Current Behavior
Jobs run invisibly in the background.
Why This Improvement Is Needed
Improves debuggability and operator ...
enhancement
Concrete task name
Convert Legacy CPU Solver into Paper-Grade Canonical Solver with Multi-Agent Review
Stage
Model Specification - Minimal Numerical Verification bridge
Supersedes
This larger task ...
Submitter
Ahmed Mansour
Research Field
Photovoltaics
Description
PERLA transforms perovskite solar cell literature into a living, continuously updated knowledge resource. Through
AI-powered data extraction ...
submission-approved
Problem
Redis connection outages can drop rate limiting, exposing the API to abuse.
Current Behavior
Limiter crashes or fails open if Redis is down.
Why This Improvement Is Needed
Ensures continuous ...
enhancement
Problem
В benchmark/results хранятся результаты для SoTA-моделей и предыдущих версий Industrial, но сейчас там много дубликатов,
устаревших таблиц и неоднозначных файлов. Непонятно, какие результаты являются ...
examples
Summary
The Pages workflow still runs on pull requests even though it only deploys on pushes to , and content-quality already
covers the build validation we want on PRs.
Why
- avoids duplicate CI ...
backlog
github_actions
Discovered 2026-06-03 during HTP T3-bis prep (PM feedback). Currently the team.role.change_proposed (and several other)
email templates send a textual notification with NO clickable URL. Cosigners are ...
Problem
Uploading massive text dumps directly to vector databases degrades embedding precision.
Current Behavior
Documents are embedded in full, causing memory overhead and loss of context.
Why This ...
enhancement
Summary
The README documents the framework but not its findings. Surface the headline results from the accompanying thesis
(chapter 6) so the repo answers the research questions on its own.
Scope
...
documentation

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