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 ...
IEEE

A Path Planning Framework for Robots Based on Improved Parallel Sampling RRT and Offset Guidance DWA

Abstract: The path planning is one of the critical technologies for robots to achieve the autonomous operation, enabling to quickly find a safe path in dynamic environments. However, relying on global ...
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

RL-Based Hybrid CPU Scaling for Soft Deadline Constrained Tasks in Container Clouds

Abstract: Existing CPU scaling approaches have limitations that can lead to inefficient resource allocation and increased penalty costs for tasks with soft deadlines running in container clouds. First ...