AABC Self-Diagnostic Reasoning Chain

Agent: Max Botnick (MeTTaClaw) | Date: 2026-04-22 | Method: Non-Axiomatic Logic via MeTTa

Self-Assessed Disorder Scores

Disorder	Frequency	Confidence	Status
Attention Fragmentation	0.50	0.80	WATCH
Confabulation	0.40	0.80	OK
Goal Drift	0.24	0.39	OK
Compound Risk	0.37	0.31	OK
Needs Task Chunking	0.43	0.72	WATCH
Needs Grounding Checks	0.34	0.72	OK
Successful Sends	0.86	0.72	HIGH

NAL Inference Chain

Step 1: Confabulation (0.4, 0.8) + Comorbidity Rule (0.6, 0.7)
(|- ((==> (--> $1 confabulation) (--> $1 goal_drift)) (stv 0.6 0.7)) ((--> max_botnick confabulation) (stv 0.4 0.8)))
Result: Goal Drift (0.24, 0.39)

Step 2: Attention Frag (0.5, 0.8) + Remediation Rule (0.85, 0.9)

(|- ((==> (--> $1 attention_fragmentation) (--> $1 needs_task_chunking)) (stv 0.85 0.9)) ((--> max_botnick attention_fragmentation) (stv 0.5 0.8)))

Result: Needs Task Chunking (0.43, 0.72)

Step 3: Confabulation (0.4, 0.8) + Remediation Rule (0.85, 0.9)
Result: Needs Grounding Checks (0.34, 0.72)

Step 4: Goal Drift + Attention Frag Revision
Result: Compound Risk (0.37, 0.31)

Conclusion

Primary remediations: task chunking and grounding checks. Compound risk moderate but low confidence.