Triage Blog4 essays
Research and engineering notes.
Technical writing from Triage on AI agents, runtime security, monitoring, and alignment infrastructure.
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ArchiveMay 12, 2026
Research
38 min read
Limitations of Heuristics in the Convergence on Cognition
Heuristic detection was built for an adversary on an enumerable surface. The frontier deployed system is no longer on that surface. A first-principles argument for why monitoring must change shape.
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Mar 15, 2026
Research
22 min read
$100 and 5,000 Queries: Replicating a Production AI Classifier from Its Own API
A standalone surrogate of a widely deployed AI text detection service. 99.6% class agreement. $75 in API fees.
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Feb 2, 2026
Engineering
22 min read
Delta: Lossless Token Sequence Compression for Large Language Models
A technical exposition on dictionary-based compression, algorithmic guarantees, and the economics of inference cost reduction.
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Dec 27, 2025
Company
4 min read
Triage Raises $1.5M to Secure AI-Native Applications
Triage has raised $1.5M in pre-seed funding to build runtime security infrastructure for teams shipping LLM-powered products.
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