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Deepscient

让 AI 与人类一起攻克真正的科学难题 —— 12 阶段 55 门 · 36 工具 · 98 条技能 · 证据链与可复现

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GITHUB · launched Oct 21, 2026 · 26 upvotes (top 48%)

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Could you build this?

Partial The orchestration UI, staged workflow, tool registry, and evidence-chain logging are vibe-codeable, but the scientific value depends on domain tools that actually run experiments and on expert-curated methods that AI-assisted coding can't supply.

What it would actually take: A real version is a multi-agent research orchestration platform with a stage/gate workflow engine, provenance tracking for reproducibility, and a tool layer wrapping LLMs plus domain software such as simulators, databases, and analysis libraries. The hard parts are the domain-specific tools and validated methods, which need scientists in each field to build and verify them. Credible results also require reproducibility infrastructure and expert review of outputs.

Competitors

Other products that read as similar to this one : 2555 launches clear the similarity bar, closest 8 shown.

Attention rank: #1135 of 2556 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 357 days after the earliest competitor.

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