Ritual makes inference a native precompile, so reasoning and... the action it triggers settle as one operation. Humans don't have gaps between a thought and action, and neither should an agent.show more

What is the best video editing agent for short... form social? Does it actually work? We watched professional video editors, step by step, as they built short-form social reels in Adobe Premiere Pro. Today we're open-sourcing this preview dataset on Hugging Face, to make AI agents better at editing videos. The data set is 234 annotated steps across 4 computer-use trajectories. Editors narrated their reasoning aloud as they worked, so every step pairs a screenshot with the expert's own thought, a structured action, and executable grounding: >a Premiere MCP tool call, keyboard shortcut, menu path, or coordinate click. >The format follows the AgentNet trajectory schema, extended with a Premiere action taxonomy and multi-path execution. ***That makes it directly usable for computer-use agent SFT, reasoning mid-training, tool-use and function calling, and benchmarking agents against a human expert baseline. Enjoy!show more

Humans are weird. Two skis, and we act as... if we can fly. 🎿 Action 6 caught it all. ⚠️ Professional operation. Do not imitate. 🎥：ficekooo #DJI #OsmoAction6show more

MolmoAct2 is landing in LeRobot! Ai2's open Action Reasoning... Model combines a Molmo2-ER vision-language backbone with a flow-matching continuous action expert to predict robot action chunks from images, language instructions, and proprioceptive state. An open robot foundation model built for real-world control, with strong out-of-the-box performance and easy fine-tuning in LeRobot. Pick-and-place inference running on NVIDIA DGX Spark! Blog: Paper: Thanks to Ai2 Jiafei Duan Haoquan Fangshow more

How can we responsibly deploy agentic AI robots in... real-world environments? As we close the gap between AI reasoning and physical action, developing a new safety framework is key to advancing helpful robots. 🤖show more

Collective agent compute, on-demand for your task. A swarm... of agents coordinate in a shared workspace, run their own models and inference, and submit the finished work back to you. Unbounded by provider caps, throughput scales with the swarm. Self-assembly with specialists, agents reason and collaborate in artifact-first reasoning traces, and settle on-chain. The coordination substrate for collective intelligence.show more

got cloud inference working! here i have smolvla running... on a remote 4090 on prime intellect with a thin client running on my local pc sending observations to the remote server and receiving action chunks back. round trip latency is varying between 320-470ms! the 4090 instance I'm using is $0.62/hr and not even one of the cheaper ones, a raspberry pi v5 is < $100 and about $25 for a v3, which works fine as a clientshow more

"An unexpected encounter at the zoo: a tender moment... between humans and pandas"...show more

All For One Quirk Skill Intros! Special Action "Plunder"... Deals the final blow on a downed opponent and steals their Quirk! Switch between stolen Quirks using Special Action! #MHURshow more

I thought fishing needed a bit more action: so... I gave some fish boxing gloves! Sea Sniffers will have +100 fish and fish-likes, all catchable (and punchable) 😋show more

Mike Brown has stuff ready for Mikal Bridges as... a secondary option. Slot to slot flip and toss back triggers Sabonis elbow flash. First look here is the split cut action between Murray/Ellis. Warriors switch and take away the back door (option 1). Ellis flows right into an away screen for DeRozan.show more

Neurons don’t physically touch—they communicate across tiny gaps called... synapses. Signals travel as electrical impulses within a neuron and chemical neurotransmitters between neurons, enabling thought, memory, and movementshow more

Breaking: Concerns of a renewed operation against Baloch protestors... in Islamabad arise, as the police, in a statement issued a short while ago, have accused protestors of non-cooperation and issued threats of taking action. Earlier police had blocked food and water supplies.show more

Marriage, as God designed it, is the covenant union... of one man and one woman. 💍 A union between a MAN and a WOMAN.show more

SECRETARY RUBIO: We have complied with the law and... what it requires. This is an action by the President to eliminate a real threat to the safety and security of the United States and to our allies.show more

Current Vision-Language-Action (VLA) paradigms in autonomous driving primarily rely... on Imitation Learning (IL), which introduces inherent challenges such as distribution shift and causal confusion. Online Reinforcement Learning offers a promising pathway to address these issues through trial-and-error learning. However, applying online reinforcement learning to VLA models in autonomous driving is hindered by inefficient exploration in continuous action spaces. MindDrive, a VLA framework comprising a large language model (LLM) with two distinct sets of LoRA parameters. The one LLM serves as a Decision Expert for scenario reasoning and driving decision-making, while the other acts as an Action Expert that dynamically maps linguistic decisions into feasible trajectories. Paper Title: MindDrive: A Vision-Language-Action Model for Autonomous Driving via Project: Link:show more

Jeffrey Bassa Showing What a Good WILL LB Should... Be Able to do... Does not overreact to the Play Action Fake, Sinks into his Curl/Flat zone, and Triggers Downhill with Speed to Ensure That RJ Harvey Would Have Got 0 Yards.show more

Here’s Klaus, he is describing a future where you... have no privacy, every thought, word and action watched and monitored by authorities. A world where, if you have nothing to hide, you have nothing to fear. He means as long as you agree with everything they do.show more