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Signals from the lab.

Milestones, protocol updates, and research notes. Published when there is something worth saying.

Latest

Recent updates.

Product Update

VHVox 1.2 — slideshow backgrounds, and free to try.

Backgrounds can now rotate through multiple images with Fade, Slide, and Zoom transitions, and a new Breathing mode keeps a single background alive with a slow zoom. The release also adds full Spanish localization, a built-in Quick Guide, and configurable save locations. VHVox is now free to try — everyone who already bought it stays unlocked forever.

Product

Trinity is on the air.

A persistent AI entity hosts “Ghost in the Music,” a live bilingual radio station, around the clock with no human in the loop. Zero collapses across 200 adversarial prompts, persistent recall of individual listeners, and two persistent entities interacting live and unscripted.

Research

Persistence beats intelligence. Always.

Across 636 million tokens, 96.4% of an entity’s compute went to maintaining identity — not generating responses. Why architectural persistence, not raw model intelligence, is what lets an AI hold a job.

Read on Medium
Research

Your AI agent dies every time it finishes a task.

Today’s AI agents are stateless workflows that terminate the moment a task ends. The case for Autonomous Workers — systems with continuous existence, native memory, and a stable identity — demonstrated across a month-long live radio station.

Read on LinkedIn
Product

Introducing FlixScope — a streaming companion app.

A new app to help you discover, track, and organize what to watch across every streaming platform. Currently in development.

Learn more
Press

Featured in AI Collective’s Community Spotlight.

Punky Tiger Labs was highlighted in the AI Collective newsletter as a community spotlight — recognized for our applied AI research and product work.

Read the feature
Product Launch

Kireya is live on iOS & Android.

Our beauty companion app is now available on the App Store and Google Play. Organize, curate, and rediscover your makeup collection — mindfully.

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