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Verification register Energy, Climate, Space & Materials

Readiness verdict

DeepMind + CFS TORAX plasma control

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

As of
2026-06-28
Revision
1
Method
v1.0.0

Current reading

The readiness gap, in one scan

AI-assisted assembly · derived results

Claimed
25

Public ambition and stated capability

Reported
24

Observed practitioner reporting

Verified
23

Independently supported evidence

Gap
+2

Claimed minus verified

Evidence strength Growing

Decision

What the current evidence supports

Human editorial judgment · 2026-06-28

Too early to adopt

Why
Scientifically important and credibly backed, but it is foundational R&D tied to a reactor that will not reach first plasma until ~2027; there is nothing here an outside team can deploy, only a simulator to study.
Next
Track TORAX GitHub releases and any peer-reviewed RL-on-plasma control results; revisit when SPARC reaches first plasma (targeted 2027) and AI control moves from simulation to hardware.

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
6
Tier 1
1
Tier 2
3
Tier 3
2
Supports
1
Contradicts
1
Context
4
Latest observed
2026-01-07

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

Publication record

Revisions

Initial public reading

This is the initial public reading. No earlier readiness change is recorded.

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