Fusion Forum
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Authorship and AI-assistance disclosure: This publication reflects the author’s independent intellectual work. Claude may be used in a narrowly defined editorial capacity for proofreading, grammar, readability, and sentence-level refinement. It is NOT used to generate the underlying premise, substantive analysis, research methodology, source base, factual conclusions, or professional judgment. All sources are independently reviewed and verified by the author, who retains sole responsibility for the final published work.
Featured Articles
The Emergency Has a Vendor
The Accuracy Alibi
The System Screamed at a Snack and Stayed Quiet for a Gun
An AI flagged a bag of Doritos as a gun and missed a real shooter days later. Same …
One Algorithm Rejected You Everywhere and Stanford Just Proved It.
Stanford proved AI hiring tools discriminate at scale, and new lawsuits put the liability on employers. Here is …
The Ungoverned AI Inside Battery Energy Storage Systems
Every modern BESS product ships with an AI-driven battery management system making thousands of autonomous decisions; these decisions …
Your AI Can’t Learn From Its Failures. Here's Why Every Mistake Repeats.
LeCun's 2026 research confirms AI can't learn from deployment. Every failure repeats until humans intervene. Fusion Sentinel captures …
Your AI Evaluations Are Broken. Here's Why You Need Fusion Sentinel. Stop Missing What Actually Matters.
RAND found 5 systematic failures in AI evaluation. Model drift, invalid baselines, contamination. Fusion Sentinel provides continuous monitoring …