#Business
Curated coverage on «Business»: releases, research, benchmarks, open-source.

Anthropic puts part of its equity into a new Public Benefit Fund after a $65 billion round
Anthropic is creating a Public Benefit Fund and putting some shares into it; the fund's stake grows with the company, valued at $965 billion. Also: 5.5 models, a…

Biometrics Cracked Using Only 'Accepted/Rejected' Answers: Template Reconstructed with 97.6–100% Accuracy
Researchers show that even a binary 'accepted/rejected' answer is enough to reconstruct a protected biometric template, and a diffusion model of faces cuts the…

Kimi launches Agent Swarm: up to 100 subagents and 1,500 tool calls
Moonshot built a swarm mode into Kimi K2.5: the model hires up to 100 subagents on its own, makes more than 1500 tool calls and, the company says, works 4.5x faster.

Groq Is First to Deploy NVIDIA Groq 3 LPX: 3,400 Tokens/s on Gemma 4 31B

Ant Group releases Ling-3.1-flash: agent runs for 10+ hours straight

Hefei's Zhongke Ion Raises 600 Million Yuan for Proton Cancer Therapy

Hesai CEO: A Robot in a DQ Ice Cream Shop Needs More Than Hands and a Model — It Needs to Understand Space

Codex Climbed Out of Its Slump Under Tibo: Every Chronicles a Year-Long Comeback
Every founder Dan Shipper spent months interviewing sources for his report "How Codex Happened." Chinese media retell it as the story of how Codex "swallowed"…

Design Anything Keeps the Brief Intact in Large Projects: +25% Across 24 Artifacts
Design Anything's graph harness stores the designer's intent outside the model. With GPT-5.6 Sol High it satisfies 92.5% of brief constraints, and at 24 artifacts…

Robots learn from 20 854 hours of video: how Sharpa is building dexterous manipulation

OpenAI Adds Team Tasks to ChatGPT: Cloud-Based Routines for Enterprise

Hefei Startup Raises Tens of Millions to Turn Mega-Facilities into 3D Data for AI

UBTech's Thinker-WM Takes Three First Places, Scoring 0.740 on WorldOlympiad

Stanford Online: AI Can Estimate Impact and Cost, but a Human Sets the Priority
Stanford's Anand Subramani and Laurel CPO Jiaona Zhang reduce roadmap prioritization to three steps: AI helps with two, and the third stays with a human.

Lovable launches Deploy on AWS: apps and data move into the customer's VPC
In a private preview, Lovable lets Enterprise customers run generated apps in their own AWS account: EKS, Aurora, Lambda and an mTLS tunnel with no inbound…









