SINGULARITY COMPASS
OBSERVATORY DEGRADED

Semantic review is behind discovery. Evidence and Pulse may be incomplete until the backlog is cleared.

2 material first-party/frontier/open-problem candidate(s) have waited more than 6 hours for semantic review.

0 critical overdue · 2 material overdue
Last semantic import 19 Sept, 04:12

EVIDENCE REGISTER

The evidence archive

A chronological register of published signals. Source class, verification state, evidence quality and relevance remain visible before interpretation.

RelevanceAll7+8+9+
TypeAll signalsBreakthroughs
DomainAllIntelligenceAI for ScienceRoboticsComputeSynthetic BiologyEnergy / FusionAdvanced MaterialsLongevityBCI / HMI
PUBLISHED RECORDS

2 matching evidence records

1–2 / 2
02 Sept 2026Energy / Fusion

PACMAN integrates real-time AI prediction and control across five DIII-D fusion experiments

PPPL and Princeton researchers published the PACMAN modular real-time AI control architecture after deployment on the DIII-D tokamak across five experimental control use cases, including reinforcement-learning heating control, plasma-event prediction and instability avoidance. The work is peer-reviewed in Nuclear Fusion; it remains a DIII-D demonstration rather than an independently reproduced multi-device result.

PEER REVIEWEDPRINCETON PLASMA PHYSICS LABORATORYPrimary source ↗
Relevance8.9/10evidence 96/100
25 Aug 2026Energy / Fusion

Pacific Fusion breaks ground on $1B-scale net-facility-gain demonstration campus

Pacific Fusion broke ground on its Albuquerque Research and Manufacturing Campus, which will house a high-gain pulsed magnetic fusion Demonstration System designed to achieve net facility gain. NNSA simultaneously announced an MOU with Pacific Fusion covering high-yield fusion and high-energy-density collaboration.

PRIMARY CONFIRMEDPACIFIC FUSIONPrimary source ↗
Relevance7.8/10evidence 90/100
Page 1 / 1
← PreviousNext →