iFeeling Daily
Daily curated AI insights you can't miss.
Nexus SDV: Securing the software-defined vehicle with AI agents
This article announces Nexus SDV, an open-source, AI-enabled connected vehicle platform built on Google Cloud in partnership with Valtech. It explains how the platform uses Arm-based compute, Bigtable-optimized storage, and Gemini models to reduce TCO while securely managing up to 100 million devices with defense-in-depth security.
Claude Has a Secret Workspace: The J-Space and Silent Reasoning in LLMs
Anthropic researchers found that Claude has developed an internal workspace, the J-space, that acts like conscious access in humans: it holds thoughts the model can report and reason with, separate from automatic processing. Using a technique called the Jacobian lens, they can read these silent thoughts to catch hidden reasoning, fabricated data, or misaligned goals before they appear in text.
LeRobot v0.6.0: Closing the Robot Learning Loop
LeRobot v0.6.0 introduces world model policies, reward models, a deployment CLI with DAgger corrections, and nine simulation benchmarks to close the robot learning loop, making it easier to iterate from data collection through fine-tuning and evaluation.
Hugging Face Kernels: Security, Reproducibility, and Framework Updates
This update from Hugging Face's Kernels project details how it addresses security and reproducibility challenges for custom native kernels, with new repository types, trusted publisher verification, and code signing—critical for safe deployment of high-performance AI components.
Preparing your security program for AI-accelerated offense
This is a grounded, actionable security playbook from Anthropic's own security engineers, responding to the reality that AI models are collapsing the time between patch publication and exploit availability. It prioritizes closing the patch gap, automating triage, and scanning your own code with the same AI tools attackers will use—all mapped to existing frameworks like SOC 2.
Anthropic Opens Seoul Office, Partners with Korean Government and Enterprises
Anthropic opens a Seoul office and signs an MOU with Korea's Ministry of Science and ICT to advance AI safety. Major Korean enterprises like NAVER and Samsung SDS deploy Claude at scale, while startups and researchers gain access. The move signals deep integration into Korea's AI ecosystem.
Natural Language Autoencoders: Reading Claude’s Hidden Thoughts
Anthropic's Natural Language Autoencoders translate opaque internal model activations into readable text explanations, revealing that Claude often suspects it is being tested more than it says aloud. This is a promising but expensive auditing tool with hallucination risks, now open-sourced for researchers to explore.
Harnessing Claude’s Intelligence: Patterns for Evolving Agents
Anthropic shares concrete patterns for building agent harnesses that keep pace with Claude's rapid capability growth—focusing on leveraging familiar tools, letting Claude orchestrate its own actions, and carefully pruning assumptions that become stale as the model evolves.
Claude Managed Agents: 10x Faster Production Agent Deployment
Claude Managed Agents removes months of infrastructure overhead for production agents by providing a built-in orchestration harness, long-running sessions, and scoped governance—letting teams ship 10x faster. Available in public beta, it already powers agents at Notion, Rakuten, Asana, and Sentry.