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Our 15 AI experts built the most comprehensive, practical, 90+ lesson courses to master AI Engineering - we have pathways for any experience at Towards AI Academy. Cohorts still open - use COHORT10 for 10% off.

Author: Tonisha Nicholls

This AGI Prototype Knows When It’s Breaking
Latest  Machine Learning

This AGI Prototype Knows When It’s Breaking

Tonisha Nicholls
3 likes
August 28, 2025

Author(s): Tonisha Nicholls Originally published on Towards AI. (Part of the AGI–Human Collaboration Integrity Project. Frameworks sealed and auditable from June 13, 2025.) I ran a 72-hour simulation to test a simple question: Can internal drift be detected before an agent collapses? …

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ChatGPT Corrects Itself Mid-Response — No Prompt, No Retrain
Artificial Intelligence  Latest  Machine Learning

ChatGPT Corrects Itself Mid-Response — No Prompt, No Retrain

Tonisha Nicholls
2 likes
August 27, 2025

Author(s): Tonisha Nicholls Originally published on Towards AI. A behavioral anomaly was recorded and verified. This is not a theory, it’s a forensic signal. Figure 1 — System Correction Mid-Output The model issues an unsolicited correction in real-time, identifying symbolic misalignment (IQ …

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