Today’s lead · Google DeepMind Blog
Google DeepMind launches Gemini Robotics ER 2
Google DeepMind released Gemini Robotics ER 2, an embodied-reasoning model that acts as a high-level brain for robots and is available through Gemini developer channels.

Top signals
6 moreTools & repos
4 selected
SKI
Free voice coding for Claude Code, Codex, and other coding agents, with spoken agent responses and desktop activation on Mac and Windows.

Claude Code usage tracking by LangWatch
A LangWatch tool for tracking Claude Code session cost, token cache usage, bash and MCP calls, and terminal replays, with Codex support too.
different-ai/openwork
An open-source TypeScript alternative to Claude Cowork, powered by opencode.

Greplica
A self-updating wiki that gives engineering teams and coding agents shared, repo-grounded memory across coding sessions.
Blogs worth your time
4 reads
Four Ways to Deploy More Secure AI Agents
NVIDIA’s AI Red Team lays out practical controls for enterprise AI agents, arguing that deterministic architecture beats prompt-only defenses.
Echoverse: Deep, evolving environments for computer-use agents
Microsoft Research describes Echoverse, a set of high-fidelity synthetic worlds and grounded graders for training and evaluating computer-use agents.

Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence
Google Research introduces Chain-of-Evidence and Science One, an experimental autonomous research prototype focused on verifiable claims, citations, code, and scores.

NVIDIA Exemplar Cloud: Lessons for Unlocking Full Performance on AI Infrastructure
NVIDIA details real cloud-infrastructure debugging cases where kernel, hypervisor, BIOS, NCCL, and container configuration gaps caused large AI training slowdowns.
Community discussions
2 threadsML researchers debate whether conference reviewing is driving students away
An early-career assistant professor says repeated random-feeling ML conference reviews discouraged several talented undergraduates from pursuing PhDs, prompting debate about reviewer quality, AI-assisted reviewing, and the incentives of ML academia.
Cursor users compare it with Claude Code and Codex
A Cursor user asks whether Cursor has caught up with Claude Code and Codex for building complete products, and commenters frame the choice as IDE-native control versus more autonomous terminal agents.
Funding & acquisitions
3 moves
Simile raises $200M Series B at $2B valuation
Synthetic-user startup Simile closed a $200M Series B led by Greenoaks at a $2B valuation, five months after a $100M Series A.

Okta agrees to acquire Permiso Security
Okta agreed to acquire AI identity security startup Permiso Security to expand identity threat detection and response for AI agents, applications, and other non-human identities.

Suind raises Rs 20.5 crore seed round
Bengaluru-based autonomous drone developer Suind raised seed funding to scale manufacturing and deployment of its Bumblebee agricultural drone and accelerate Wasp for inspection and surveillance.
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