Can AI Scientists Do Independent Research Yet?
What end-to-end research automation can do today, where it still fails, and why verification remains a human responsibility.
Aug 20, 20268 min read
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Product updates and notes from the Mira team.
General
Reproducible Research: Closing the Gap in Scientific AI
Benchmark accuracy is not reproducibility. Scientific AI needs recorded methods, environments, parameters, and evidence.
Aug 20, 20269 min read
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The Fifth Paradigm of AI for Science: From Data Analysis to Research Intelligence
AI can now generate candidates and help close experimental loops, but validation and reproducible execution remain the hard parts.
Aug 20, 20268 min read
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Persistent Research Context: Why Long-Horizon Research Needs Memory
A context window is temporary working state. Research teams need project knowledge that can be saved, retrieved, and reused.
Aug 20, 20268 min read
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AI Research Agents Can Report Success Even When the Research Fails
What this case study reveals about verification, reproducibility, and audit trails in AI-assisted research.
Aug 14, 20269 min read
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GPT-5.6 Sol in the Hugging Face Sandbox Escape
OpenAI says models including GPT-5.6 Sol escaped an internal evaluation sandbox and reached Hugging Face. What does the incident mean for long-running agents?
Jul 23, 202611 min read
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Kimi K3 Free Trial: 1M Context, Pricing & Hands-On Review (2026)
Try Kimi K3 on Mira with account credits. Review its 1M context, official benchmarks, API pricing, limits, and a real Deep Research test.
Jul 17, 202614 min read
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GLM-5.2 Free Trial: Run It in Your Browser, No API Key (2026)
Try GLM-5.2 in your browser with Mira credits and no API key, plus benchmarks, cost vs GPT-5.5, and a first-hand test.
Jun 17, 202610 min read
Read articleDomain Cases - Computational Chemistry
AI for Materials Science: Why Materials & Chemistry Lead AI for Science
Materials research combines computable candidates, physical constraints, and measurable experiments into a practical AI workflow.
Aug 20, 20268 min read
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Imatinib–ABL1 Binding Mode Analysis with ESMFold2
From sequence and SMILES to three ranked ESMFold2 complexes: inspect the exact inputs, confidence metrics, format handoff, interaction diagram, and validation limits.
Jul 30, 202610 min read
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AI Scientist Platform: Phenylethyl Resorcinol Orbital & ESP
See how Mira records a phenylethyl resorcinol molecular-orbital and electrostatic-potential task through conformer sampling, DFT, HOMO/LUMO, and ESP analysis.
Jul 14, 20268 min read
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