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24 changes: 15 additions & 9 deletions README.md
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<p align="center">
<img src="docs/assets/beast-avatar.png" alt="The Beast" width="160">
</p>

# SAPIENS

**S**uperintelligent **A**utonomous **P**latform for **I**ntegrated **E**xploration of **N**atural **S**ciences
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SAPIENS is an **experimental platform for traceable cross-domain
scientific-discovery workflows** — a `DomainAdapter` boundary, a hash-chained
L0→L4 evidence ledger, and kernel-gated promotions. **Phases 0–1 shipped:
synthetic adapters only in practice, no discoveries claimed.**
L0→L4 evidence ledger, and kernel-gated promotions. **Phases 0–4 shipped (v0.5.0): three
synthetic adapters plus one real-data Kepler photometry adapter that
re-derives a published signal — no discoveries claimed.**

It provides the plumbing a discovery system needs before it can be trusted:
a domain-neutral adapter boundary, an append-only hash-chained evidence
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> **Read this first — despite the acronym:** SAPIENS is **not** AGI, ASI, or
> superintelligence, and does not claim to be. It is an experimental research
> platform. **No scientific discoveries are claimed.** The shipped adapters
> remain deterministic and **synthetic only**; the included examples discover
> nothing about nature. The CLI reports `"scientific_discoveries_claimed": 0`
> by construction, and the test suite enforces the honesty and boundary
> invariants described below. Phase 1 added the *machinery* for real-domain
> work (trust tiers, isolation, permissions) — but no real-data adapter
> ships yet.
> platform. **No scientific discoveries are claimed.** All shipped adapters
> are deterministic: three are **synthetic only**, and the Phase-4
> `KeplerPhotometryAdapter` re-derives the **already published** Kepler-10 b
> transit signal from a checksum-pinned public NASA/MAST light curve — a
> validation of a known result, not a discovery. The CLI reports
> `"scientific_discoveries_claimed": 0` by construction, and the test suite
> enforces the honesty and boundary invariants described below. L4 promotion
> remains human-gated.

## Why

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