The first time I asked a room full of LLM operators which person on their team owned the integrity of the retrieval corpus, the answer came in three flavours, all bad. The platform team said the ...

The cheapest evaluator you will ever deploy is another language model, and the cheap thing is also the one that lies to you in the most flattering way. I have watched teams spin up an LLM-as-judge ...

The first time I watched a team try to “fix hallucination” with a single technique, they spent three months tuning a retrieval pipeline and shipped a system that hallucinated almost as much as the day ...

The held-out test set was a useful fiction. It got us through the first wave of putting language models into real workflows; everyone needed something to point at and say “we tested this.” But the ...

Most teams I sit with have the same picture of prompt injection, and most are looking at the wrong picture. They scan user input for “ignore your previous instructions” and a handful of friends. If ...

A team I sat with last month told me, with some pride, that they had “added guardrails” to their assistant. I asked what they meant. They had switched on the vendor’s content filter and written a ...

Autoderm API is an AI-powered dermatology interface designed for healthcare platforms needing scalable skin condition analysis. It serves telemedicine providers, primary care networks, and online ...

Alignerr Connect is a specialized talent marketplace that connects organizations with expert annotators and reviewers for AI training data tasks, operating as a Labelbox-powered platform. Alignerr ...

AMPS (Advanced Message Processing System) is a high-performance publish-subscribe messaging engine designed for real-time financial services and other low-latency applications. It combines ...

1Lookup is an enterprise data verification platform specializing in real-time validation of phone numbers, email addresses, and IP addresses. 1Lookup is an enterprise data verification platform ...

Document RAG looks easy in a demo and quietly fails eighteen months in. The demo pulls three clean paragraphs from a fifty-page PDF and the model writes a confident, cited answer. The production ...

Loft Orbital operates as a space infrastructure-as-a-service provider, founded in 2017 by Pierre-Damien Vaujour (CEO), Alex Greenberg (COO), and Antoine de Chassy (President) after the three founders ...