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Physical Intelligence Team Unveils MEM for Robots: A Multi-Scale Memory System Giving Gemma 3-4B VLAs 15-Minute Context for Complex Tasks
Current end-to-end robotic policies, specifically Vision-Language-Action (VLA) models, typically operate on a single observation or a very short history. This ‘lack of memory’ makes long-horizon tasks, such as cleaning a kitchen or following a complex recipe, computationally intractable or prone to failure. To address this, researchers from Physical Intelligence, Stanford, UC Berkeley, and MIT have…
TwinMind Introduces Ear-3 Model: A New Voice AI Model that Sets New Industry Records in Accuracy, Speaker Labeling, Languages and Price
TwinMind, a California-based Voice AI startup, unveiled Ear-3 speech-recognition mannequin, claiming state-of-the-art efficiency on a number of key metrics and expanded multilingual help. The launch positions Ear-3 as a aggressive providing towards present ASR (Automatic Speech Recognition) options from suppliers like Deepgram, AssemblyAI, Eleven Labs, Otter, Speechmatics, and OpenAI. Key Metrics Metric TwinMind Ear-3 Result…
Meta FAIR Releases NeuralSet: A Python Package for Neuro-AI That Supports fMRI, M/EEG, Spikes, and HuggingFace Embeddings
Researchers at Meta’s FAIR lab have launched NeuralSet, a Python framework designed to remove probably the most persistent bottlenecks in Neuro-AI analysis: the painful, fragmented technique of getting mind information right into a deep studying pipeline. https://kingjr.github.io/recordsdata/neuralset.pdf The Problem: Neuroscience Data Is Stuck within the Pre-Deep-Learning Era Neuroscience already has glorious, battle-tested software program. Tools…
Salesforce AI Research Introduces xRouter: A Reinforcement Learning Router for Cost Aware LLM Orchestration
When your software can name many alternative LLMs with very completely different costs and capabilities, who ought to determine which one solutions every request? Salesforce AI analysis group introduces ‘xRouter’, a tool-calling–based mostly routing system that targets this hole with a reinforcement studying based mostly router and learns when to reply domestically and when to…
Salesforce Agentforce 3 brings visibility to AI agents
Salesforce Agentforce 3 aims to tackle what many businesses have been struggling with: actually seeing what their AI agents are up to. Since its debut back in October 2024, Agentforce has been racking up some wins across a variety of sectors. Engine managed to slash customer case handling times by 15 percent, while 1-800Accountant handed…
