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#Hypothesis

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How to debug when your brain has gone soft: rebuilding diagnostic skills
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How to debug when your brain has gone soft: rebuilding diagnostic skills

DEV Community·Alan West·6 months ago
#kWsODXgw

Lost your debugging instincts to AI autocomplete? Here's a hypothesis-driven workflow to rebuild diagnostic skills, with a flaky-test walkthrough.

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[Day 5] My Cat-LoRA Got Worse With 45x More Photos. So I Figured Out Why and Fixed It.
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[Day 5] My Cat-LoRA Got Worse With 45x More Photos. So I Figured Out Why and Fixed It.

DEV Community·PEPPERCORN·6 months ago
#VFWRwYK5
#hypothesis#variation#canonical#localllm#lora

Day 5 of my 100-experiment local LLM challenge. Re-trained the Day 2 cat-LoRA with 45x the data. It got worse. Curated the data down to 213 truly-my-cat photos and re-trained — it came back to v1 quality. Then tested whether richer captions help further.…

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I Built a Research Synthesis Engine That Reads 15 Papers and Generates Peer-Reviewed Hypotheses — Powered by Gemma 4
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I Built a Research Synthesis Engine That Reads 15 Papers and Generates Peer-Reviewed Hypotheses — Powered by Gemma 4

DEV Community·navid mirnouri·6 months ago
#Xbn2gpkd

From Dev Community: I Built a Research Synthesis Engine That Reads 15 Papers and Generates Peer-Reviewed Hypotheses — Powered by Gemma 4

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A new hypothesis suggests stress and inflammation may trigger uncontrolled brain-circuit reactivation, potentially contributing to depression, PTSD, and schizophrenia
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A new hypothesis suggests stress and inflammation may trigger uncontrolled brain-circuit reactivation, potentially contributing to depression, PTSD, and schizophrenia

Reddit r/videos·u/National_Cry_1658·6 months ago
#aOfj3rP3

From Reddit - r/videos: A new hypothesis suggests stress and inflammation may trigger uncontrolled brain-circuit reactivation, potentially contributing to depression, PTSD, and schizophrenia

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