The era of ‘Copilot’ is officially getting an upgrade. While the tech world has spent the last two years getting comfortable with AI that suggests code or drafts emails, the …
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AI News
Physical Intelligence Team Unveils MEM for Robots: A Multi-Scale Memory System Providing 15-Minute References to the Gemma 3-4B VLA for Complex Tasks
Current end-to-end robotic policies, especially vision-language-action (VLA) models, typically work on single observations or very brief histories. This ‘memory deficit’ makes long-term tasks, such as cleaning the kitchen or following …
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Last September roboticist Benji Holson posted “humanoid olympic games“: A set of increasingly difficult tests for humanoid robots that they demonstrated themselves wearing silver bodysuits. Challenges, such as opening a …
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Generative AI
Perplexity just released PPLX-Embed: new SOTA Qwen3 bidirectional embedding model for web-scale retrieval tasks
confusion continues pplx-embedA collection of multilingual embedding models optimized for large-scale retrieval tasks. These models are designed to handle the noise and complexity of web-scale data, providing a production-ready alternative …
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Gaston Paris / Contributor A month old but still ignored study recently featured wired Mathematically provable claims that large language models are “unable to perform computational and agentic tasks beyond …
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Mininix Doodle/iStock/Getty Images Plus Follow ZDNET: Add us as a favorite source On Google. ZDNET Highlights AI was given tasks already completed by real people. Compared to human workers, AI …
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AI Tools
Meet SETA: open source training reinforcement learning environment for terminal agents with 400 tasks and CAMEL toolkit
What does the end-to-end stack look like for terminal agents when you combine structured toolkits, synthetic RL environments, and benchmark aligned evaluations? A team of researchers from CAMEL AI, Eigent …