pragma.vision Technology observatory & strategic foresight

Verification register Bio, Health & Neuro

Readiness verdict

BoltzMol-1 / BoltzProt-1 + Boltz API

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-08-20
Revision
1
Method
v1.3.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Ready

Primary summary from verified readiness

Confidence
84% · stale
Computed at
2026-08-20T10:52:38.268539+00:00
Claimed
75

Public ambition and stated capability

Reported
70

Observed practitioner reporting

Verified
60

Independently supported evidence

Gap
+15

Claimed leads verified

Evidence strength Critical

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Adopt with guardrails

Why
SOTA, genuinely agent-first interface (Claude Code/Codex/Gemini CLI), enterprise validation (Takeda collaboration), and cheap per-prediction pricing make it a high-leverage candidate — but real success rates are early-discovery-grade, so use as a triage/ranking aid behind human med-chem review, not as an autonomous lead generator.
Next
Pilot the Boltz API via the Tamarind/MCP integration on 2-3 internal targets using launch credits ($2,000/company); measure hit-rate and per-prediction cost against an existing docking baseline; audit default filter behavior before any agentic loop.

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
12
Tier 1
2
Tier 2
10
Tier 3
0
Supports
8
Contradicts
2
Context
2
Latest observed
2026-06-24

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Revisions

Initial public reading

  1. 2026-07-19 Reading moved from ready to ready.

Your opinion

Tell us anything.

What works, what doesn't, what's missing — especially about our watches, lenses, and the register itself. Anonymous is fine; leave an email if you'd like a reply.