#llm

Explore how non‑autoregressive Transformer models deliver fast, low‑VRAM inference and what this means for Azure AI, SAP, and the future of enterprise software.

Spotlight: Percepta’s new model‑scaling architecture separates intelligence from memory, enabling LLMs to grow knowledge without weight changes or higher compute costs.

Discover how llama.cpp’s new decision models shift AI from generative text to precise classification, boosting safety guardrails and task automation.

Boost MacBook LLM performance with an iPhone as a GPU: 30%+ faster prefilling, 128k‑token sessions, and memory‑efficient distributed computing.

AI meets defense: OpenAI partners with Lockheed Martin to solve high‑tech F‑35 sensor challenges, shifting compute toward specialized aerospace engineering.

Discover how Pi 1.0’s built‑in MCP support and the new pi‑llama‑skip‑reasoning extension streamline local LLM workflows while balancing speed and quality.

Discover Cloudflare’s new Clef model—an open‑weights decision engine designed for rapid, schema‑driven logic tasks, ideal for agent workflows and precise decision‑making.

Discover Astrabox, the open‑source AI arcade that builds playable games from voice or text. See how it runs locally, adapts to new LLMs, and reshapes indie game creation.

Discover Bilibili’s Index‑Translate LLM suite – 150‑language text, doc, video translation with custom terminology and dubbing precision, open‑source on GitHub.

High‑cost GPUs and memory are forcing developers to build multi‑GPU rigs for local AI. This article reveals how to navigate rising compute prices, hardware specs, and ROI.