Ειδήσεις: EVALUATION METRICS | PXAI

Version	Description	Date
8.42	[ADDED SOURCE REGISTRY LIST VIEW]	04/03/2026 16:19
8.41	[LOCALIZED INDEX.PHP MENU AND MODALS TO US ENGLISH]	04/03/2026 16:11
8.40	[TRANSLATED FRONTEND TO US ENGLISH]	04/03/2026 16:10
8.41	[RESTORED DETAILED SOURCES VIEW (ARTICLES + EVENTS) IN US ENGLISH]	04/03/2026 15:50
8.41	[RESTORED DETAILED SOURCES VIEW (ARTICLES + EVENTS) IN US ENGLISH]	04/03/2026 15:46
8.40	[REVERTED TO STANDARD TABLE LAYOUT (US ENGLISH)]	04/03/2026 15:40
8.39	[FIXED DB CONNECTION SCOPE IN SOURCES LOGIC]	04/03/2026 15:38
8.38	[TRANSLATED SOURCES VIEW TO US ENGLISH]	04/03/2026 15:01
8.37	[FULL FRONTEND TRANSLATION (MENU, FEED, COMMENTS, TTS) TO US ENGLISH.]	04/03/2026 14:58
8.67	[MANUAL OVERRIDE OF GREEK MENU ITEMS]	04/03/2026 13:36
8.66	[NGINX OPTIMIZED MENU FIX]	04/03/2026 13:33
8.65	[FIXED GREEK MENU ITEMS]	04/03/2026 13:32
8.60	[MENU & UI LOCALIZATION TO US ENGLISH]	04/03/2026 13:30
8.50	[FULL TRANSLATION TO US ENGLISH]	04/03/2026 13:27
9.75	[INJECTED EVENT FUSION_SUMMARY INTO FEED LOOPS TO DISPLAY AI TAGS CORRECTLY]	26/02/2026 14:44

26/03 12:31 towardsdatascience.com

What the Bits-over-Random Metric Changed in How I Think About RAG and Agents

bits-over-random RAG retrieval quality agent workflows evaluation metrics real-world performance

26/03 06:00 arxiv.org

Beyond Accuracy: Introducing a Symbolic-Mechanistic Approach to Interpretable Evaluation

mechanism‑aware evaluation interpretability generalization NL‑to‑SQL symbolic rules model memorization

26/03 06:00 arxiv.org

Beyond Accuracy: Introducing a Symbolic-Mechanistic Approach to Interpretable Evaluation

mechanism‑aware evaluation interpretability generalization NL‑to‑SQL symbolic rules model memorization

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