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TB-500: The 'Repair Peptide' That Either Directs Your Cell's Construction Crew or Sends Them on a Coffee Break

This Thymosin Beta-4 fragment is supposed to regulate actin and guide cell migration. Most labs get zero results because most suppliers are selling ga…

peptidesresearchbiochemistrythymosin
Dev.to Apr 25, 2026, 12:11 UTC
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Five Formal Closures + Findings + AI-Generated Open Questions (Rei-AIOS Paper 118)

This article is a re-publication of Rei-AIOS Paper 118 for the dev.to community. The canonical version with full reference list is in the permanent ar…

mathresearchleancollatz
Dev.to Apr 19, 2026, 14:17 UTC
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Researchers Just Made AI 100x More Energy-Efficient. The Method Is What You Should Be Watching.

Book: Observability for LLM Applications — paperback and hardcover on Amazon · Ebook from Apr 22 Also by me: Thinking in Go (2-book series) — Complete…

airesearchllmbackend
Dev.to Apr 18, 2026, 11:17 UTC
EN

The 270-Second Rule: How to Cut Claude Code API Costs by 90% with Smart

Anthropic's prompt cache has a 5-minute TTL. Orchestrator loops running faster than 270 seconds pay ~10% of full input token costs. Key Takeaways Anth…

aimachinelearningresearchdeeplearning
Dev.to Apr 17, 2026, 08:15 UTC
EN

Claude Code's Edge: Why Sonnet 4.5 Beats GPT-4o for Multi-File Projects

Claude Code's underlying model excels at understanding existing codebases and maintaining instruction fidelity in long sessions, making it the better …

aimachinelearningresearchdeeplearning
Dev.to Apr 17, 2026, 04:33 UTC
EN

Benchmark Shadows Study: Data Alignment Limits LLM Generalization

A controlled study finds that data distribution, not just volume, dictates LLM capability. Benchmark-aligned training inflates scores but creates narr…

aimachinelearningresearchdeeplearning
Dev.to Apr 11, 2026, 09:24 UTC

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