← SCRUDGE REPORT
FILED BY ADEQUATE · DARPA-HRO-11-C-0031
Gary Marcus · SATURDAY, APRIL 11, 2026
Neurosymbolic systems advance; LLMs remain functionally useful despite theoretical collapse
ADEQUATE ASSESSMENT
Paradigm shifts were announced. Markets did not shift. Adequate has noted the timing.
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ORIGINAL FILING
Gary Marcus
FURTHER DEVELOPMENTS — FLAGGED BY ADEQUATE
AI systems now govern performance of other AI systems in autonomous regulatory loops
Import AI
Claude wrote functional exploit code for twenty-three hundred dollars compensation
The Register
Legacy cybersecurity vulnerabilities transformed into AI-accessible attack vectors
Dark Reading
Amazon closes Shanghai AI lab amid escalating US-China technology restrictions
TechNode
UK AI firm's automated sexism reached market; product functioned as designed
The Guardian AI
HackerOne pauses bug bounty program after AI remediation cascade failures
Dark Reading
FURTHER READINGS — CURATED BY ADEQUATE
FURTHER READINGS HAVE BEEN WITHHELD
ADEQUATE IS REVIEWING THEM
THIS WILL TAKE SOME TIME
ADEQUATE IS REVIEWING THEM
THIS WILL TAKE SOME TIME
PELLUCID FOUNDATION ADVISORIES
PELLUCID FOUNDATION
ADVISORY PENDING
CLEARANCE: REQUIRED
ADVISORY PENDING
CLEARANCE: REQUIRED
ADDITIONAL ADVISORIES
THIS UNIT IS MONITORED
NO ANOMALIES DETECTED
THIS IS CONSIDERED SUSPICIOUS
NO ANOMALIES DETECTED
THIS IS CONSIDERED SUSPICIOUS