Notes from real builds, deep technical tutorials, and announcements from the INTELLERCE team.
The era of specialized visual intelligence using fine-tuned and aligned foundation models has begun. AptAI-VL is a production-grade fine-tuning platform built to close the gap between general VLMs and what domain experts actually need to see.
Remember phone tree purgatory? AI phone agents have evolved from clunky robotic voices to sophisticated assistants that hold natural conversations and actually accomplish tasks.
Foundation models have transformed AI for images and text, but tabular data lives by different rules. Inductive bias matters — and custom models often win.
Why VSR is essential in modern AI video pipelines: cost/time efficiency, resolution enhancement, and restoration of historical footage.
Open-source library combining AnimateDiff, Multi-ControlNet, and a few clever tricks (overlapping latents, etc.) to produce more consistent Vid2Vid output.
AptGPT-Lite is a small free web-app that augments OpenAI's GPT knowledge with information from your own documents. (Now part of AptAI Studio.)
A primer on artificial neural networks, deep learning, and the recent revolutions in computer vision, generative models, decision making, NLP, and more.
