Verification register Bio, Health & Neuro
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 67% · fresh
- Computed at
- 2026-07-23T19:13:06.611786+00:00
- Claimed
- 82
- Reported
- 75
- Verified
- 66
- Gap
- +16
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-07-23
Adopt with guardrails
- Why
- Apache-2.0 licensed, independently benchmarked (DockQ 35.6% vs AlphaFold2's 20.6%), and backed by a well-funded ($3.8B valuation) company with pharma clients — but real GPU/Linux hosting constraints and a stalled release cadence since March 2025 mean it should be adopted for specific needs, not treated as the frontier bet.
- Next
- Pilot Chai-1 (self-hosted, requiring A100/H100-class GPUs) or the commercially-licensed 'Chai-1r' variant via Tamarind.bio for workloads needing custom docking, covalent-modification, or nucleic-acid structure prediction; track Chai Discovery's roadmap since frontier development has moved to Chai-2 for generative design tasks.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 0
- Tier 2
- 4
- Tier 3
- 3
- Supports
- 4
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2026-07-23
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-23 Reading moved from ready to ready.