Waterloo's PAW compiles task specs into 23MB LoRA adapters a 600M-parameter model runs entirely offline.

Local AI inference at 32B-parameter quality, no cloud API required: University of Waterloo researchers released PAW on July 2, 2026, a system that compiles any natural-language task spec into a 23MB ...
Tech Times

Compile Once, Run Offline: New AI Method Matches 32B Models With a 23MB File

Local AI inference at 32B-parameter quality, no cloud API required: University of Waterloo researchers released PAW on July 2 ...
Communications of the ACM

The LLVM Compiler Infrastructure

LLVM powers the core development tools, operating systems, and most applications at Apple Computer, where it long ago ...
Tech Times

Claude Code Dynamic Workflows Go GA: Pro Users Can Now Spawn 1,000 Parallel Agents

Claude Code dynamic workflows are now generally available on all paid plans, including Pro for the first time. The feature writes its own orchestration scripts and coordinates up to 1,000 parallel ...
Business Wire

Parallel Bio Secures $21 Million in Series A to Advance Human-First Drug Discovery

CAMBRIDGE, Mass.--(BUSINESS WIRE)--Parallel Bio, a biotech company pioneering human-first drug discovery, today announced it has raised $21 million Series A funding, led by AIX Ventures. The round ...
IEEE

Non-Traditional Methods for Teaching Python Programming with Large Language Models

Abstract: Large Language Models (LLMs), like those of the ChatGPT, Gemini, and Claude families, are increasingly being researched for their potential utilization in programming education. Traditional ...
IEEE

Evaluating the Application of Large Language Models to Generate Feedback in Programming Education

Abstract: This study investigates the application of large language models, specifically GPT-4, to enhance programming education. The research outlines the design of a web application that uses GPT-4 ...