Research Archives - Perit Blog

Apple’s LensVLM turns long documents into miniature page images, then expands only what matters. What 4.3× compression really…

Oct 14, 2026 16 min read

EmbeddingGemma becomes a local transcriber. What its 13-second demo reveals about word fidelity, small specialists, and enterprise voice…

Oct 13, 2026 16 min read

What is an RL environment? Follow one being built, from the operator who defines "done" to the callers,…

Oct 9, 2026 38 min read

A cloned voice helped move €95m out of an Italian bank. Why voice deepfake detection fails on real…

Oct 7, 2026 23 min read

Six AI labs shipped decision models in 17 days. How Jev and Cloudflare Clef return probabilities, not text,…

Oct 7, 2026 22 min read

pass^k measures whether an AI agent succeeds on every repeated call: how to estimate it without bias, grade…

Oct 5, 2026 28 min read

A model goes from 94% to 97%. How test leakage can inflate that gain, how contamination happens by…

Sep 30, 2026 8 min read

Where Does Quality Break Down in AI Data? AI models depend heavily on the quality of the data…

Sep 26, 2026 9 min read

Research

Does a model failure need new inputs, better labels or a clearer spec? A guide to choosing data…

Sep 20, 2026 14 min read

Category: Research