All articles
arm-pilot: a Quest 3 drives a MELFA arm and logs physical-AI data
HoloLab released arm-pilot, teleoperation of MELFA robots via Meta Quest 3 hand tracking. Control sessions are meant to feed physical-AI training sets.
Humanoid Noa lands a graduate job. For now it runs on a remote
Construction firm Kakuichi received the Miyazawa Noa humanoid it will hire as a graduate in April 2027. The robot runs on a remote — AI autonomy is not there yet.
Gemini 4 Argon goes global: 68.9% on Vals Index, $2 per million tokens
Argon is globally available through the API, in Antigravity and in the Gemini app. Google shows a Chromium refactor and a 2.85× Gemma 4 speedup, and the Vals Index puts the model at 68.90%.
NVIDIA: the gap isn't edge, it's training. Jetson Thor and humanoids
NVIDIA Japan's robotics head says the Chinese and US advantage comes from model training, not edge. He also explains why a humanoid needs GPU and an AMR does not.
Amex wants to capture purchase intent before an AI agent buys
The Intent Intelligence Framework records the customer's purchase instruction and constraints, then issues a token the agent pays with instead of a card number. Amex wants it to become an industry standard.
Laplace Intelligence: AI agents hunt robot failures in simulation
An Ann Arbor startup tests robots and self-driving cars with AI agents inside a post-trained NVIDIA Cosmos. Other road users react, and corner cases are designed by a machine, not an engineer.
Industrial Next: retooling a production line in minutes, not weeks
Industrial Next's robotic stations learn tasks from simulation and demonstration, not scripts. The company reports over 99.9% accuracy and a sub-3.3 s cycle time, and BMW is evaluating its dexterous manipulation.
Google DeepMind and Singapore: Gemma detects scams on the phone
A Gemma model fine-tuned on local scams runs entirely on the phone. A two-stage pipeline saves battery, and neither GovTech nor Google can access the user's conversations.
Character.AI files Chapter 11, Disney bids $20M for a license
Character.AI entered Chapter 11 and is seeking a buyer by December. Disney — a year after its cease-and-desist letter — is offering $20 million to license part of the technology.
AiMOGA's Mobo: pre-orders open October 21, no specs disclosed
AiMOGA unveils the Mobo home humanoid in Wuhu on October 21 and opens global pre-orders — with no price, no specs and no delivery date.
An embedding model transcribes speech: an hour of audio in 12.6 s
An independent project trained a small "reader" on top of EmbeddingGemma 2's frozen audio encoder and got speech transcription 288× faster than real time on a MacBook Air. Cost: two hours on eight H100s.
Apple pools idle Macs into a GPU cloud, cutting 10-hour queues to minutes
Minions pools the idle GPUs of company Macs into a distributed inference cloud. Queue time dropped from over ten hours to minutes, and Apple reports the infrastructure cost as zero.