Deep Learning Weekly: Issue 454
Deep Learning Weekly Miko Planas
Deep Learning Weekly Issue 454 covers developments in robotics foundation models, large language models, AI chips, and AI agents. Key concrete details include MolmoAct 2 running 37x faster than its predecessor, GPT-5.5 Instant reducing hallucinations by 52.5%, Blitzy raising $200M at $1.4B valuation, and OpenSeeker-v2 achieving 46.0% on BrowseComp benchmark with only 10.6k training data points. These advances enable faster robotics deployment, more reliable AI interactions, scaled coding automation, and accessible frontier search agent capabilities.
Why it matters
MolmoAct 2: An open foundation for robots, How to Work and Compound with AI, a paper on ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration, and many more!