aiBACKGROUND
We spent a decade inventing "new" robustness methods. They're all computing the
BACKGROUND
1 SIGNALFIRST DETECTED 25 May 2026
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How the story developed
25 May
We spent a decade inventing "new" robustness methods. They're all computing the same matrix. Here's the proof.
OPINION · WHAT · ArtificialInteligence
Other feeds and industry voices
28 Apr
We mathematically proved that standard ERM guarantees a geometric blind spot, and why PGD makes it worse. Here is the mechanics of why it happens.
<!-- SC_OFF --><div class="md"><p><strong>Paper:</strong> <a href="https://arxiv.org/abs/2604.21395v2"><strong>https://arxiv.org/abs/2604.21395v2</strong></a></p> <p>For years,
OPINION · WHAT · ArtificialInteligenceOPEN STORY
18 May
could refusal layers be masking dialect-conditioned safety failures in MoE models [d]
<!-- SC_OFF --><div class="md"><p>I set out to test whether AAVE-coded (African American English Vernacular) prompts cause MoE language models to route, deliberate, and respond
OPINION · WHEN · MachineLearningOPEN STORY
Sources
ArtificialInteligence
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