BREAKING: You can now send an AI to argue with customer support for you. It speaks like you on the phone, listens like a lawyer, and never gets tired. Here’s how to do it on your iPhone for free ↓
AGENTS
-
Deep Agents Integration into LangChain 1.0 Question
By
–
is this basically folding deepagents into langchain 1.0?
-
Custom MCP Connectors Enable Advanced AI Agent Integration
By
–
Huge! and custom MCP connectors too, that's so awesome.
-
The Quest for Spatial and Embodied Intelligence
By
–
thank you for the kind offer. the true prize is priceless – the quest for spatial and embodied intelligence.
-
Long-Horizon Tasks and Embodied AI Scaling Laws
By
–
(10/N) Together, let’s explore:
How close are we to solving long-horizon, complex, human-centric tasks?
How to efficiently combine low-level control and high-level planning?
What are the generalization limits of current models? Are there scaling laws for embodied AI? -
Baseline Models for Robot Learning Experiments
By
–
(8/N) Provided Baselines
We include a set of baselines to kickstart your experiments:
• Classic behavioral cloning models: Diffusion Policy, WB-VIMA, ACT, BC-RNN • Pre-trained VLA models: OpenVLA, π_0 @physical_int -
Long-Horizon Mobile Manipulation in Realistic Home Environments
By
–
(6/N) 🏠Feature #3: Long-Horizon Mobile Manipulation in Realistic Homes
— Fei-Fei Li (@drfeifei) 2 septembre 2025
• Task durations range from 1 to 25 minutes (average 6.6 minutes)
• Performed in household-scale scenes
• Requires memory, planning, and reasoning over a long period of time pic.twitter.com/LD2ObgdsxT(6/N) Feature #3: Long-Horizon Mobile Manipulation in Realistic Homes
• Task durations range from 1 to 25 minutes (average 6.6 minutes)
• Performed in household-scale scenes
• Requires memory, planning, and reasoning over a long period of time -
BEHAVIOR Benchmark Advances Embodied AI and Robotics Research
By
–
(3/N) As a reminder, BEHAVIOR is an open-source benchmark built on top of NVIDIA’s Omniverse, designed to enable and evaluate embodied AI and robotics solutions. It includes 1,000 everyday household tasks grounded in human needs. Paper: https://
arxiv.org/abs/2403.09227
What’s new in -
Stanford Mobile Manipulation Challenge: 50 Tasks with 1200 Hours Demos
By
–
(2/N) In this challenge, take on 50 long-horizon mobile manipulation tasks that require diverse and complex low-level skills, powered by 1,200 hours of high-quality demonstrations. Challenge website: https://
behavior.stanford.edu -
BEHAVIOR Challenge 2025: Advanced Robot Task-Solving Competition
By
–
(1/N) How close are we to enabling robots to solve the long-horizon, complex tasks that matter in everyday life?
— Fei-Fei Li (@drfeifei) 2 septembre 2025
🚨 We are thrilled to invite you to join the 1st BEHAVIOR Challenge @NeurIPS 2025, submission deadline: 11/15.
🏆 Prizes:
🥇 $1,000
🥈 $500
🥉 $300 pic.twitter.com/W63PyzBcMk(1/N) How close are we to enabling robots to solve the long-horizon, complex tasks that matter in everyday life? We are thrilled to invite you to join the 1st BEHAVIOR Challenge @NeurIPS 2025, submission deadline: 11/15. Prizes: $1,000 $500 $300