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Updates, insights, and announcements from the Triage team

$100 and 5,000 Queries: Replicating a Production AI Classifier from Its Own API
ResearchFeatured

$100 and 5,000 Queries: Replicating a Production AI Classifier from Its Own API

We built a standalone surrogate of a widely deployed AI text detection service. 99.6% class agreement. $75 in API fees.

Mar 15, 202622 min read
Nikhil SrivastavaNikhil Srivastava

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Delta: Lossless Token Sequence Compression for Large Language Models
Engineering

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.

Feb 2, 202622 min read
Nikhil SrivastavaNikhil Srivastava
Triage Raises $1.5M to Secure AI-Native Applications
Company

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.

Dec 27, 20254 min read
Nikhil SrivastavaNikhil Srivastava