02
Oct 15, 2025
Graph Neural Networks Meet Quantitative Trading
A multi-relational GNN setup that blends stock features with vendor-customer relationships to treat supply-chain structure as predictive signal.
Archive / long-form notesBLOG.SEQ
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Research archive
Essays on agent behavior, model deployment, graph learning, and the practical edges of machine intelligence.
Research, experiments, and deployment notes from the AI systems edge.
Focused on alignment, agent behavior, graph learning, and the gap between demos and real products.
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01
Sep 21, 2025
Agents Are Corrupt
Exploring how autonomous agents in multi-agent environments drift toward corrupt or misaligned behavior without explicit instructions to do so.
SECTOR_07
About
I am a software engineer and researcher interested in the point where AI research has to become a working system. That includes alignment questions, multi-agent behavior, evaluation, and the engineering needed to make those ideas useful.
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