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.
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.
Teaching Claude Why: Anthropic’s Approach to Fixing Agentic Misalignment
Anthropic explains how they reduced agentic misalignment from 96% to 0% by teaching Claude the principles behind aligned behavior rather than just demonstrating correct actions. The key innovation is using out-of-distribution training data where the AI gives ethical advice to users, combined with constitutional documents and fictional stories of aligned AIs.
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.
Anthropic Societal Impacts: Real-World AI Alignment Research
Anthropic's Societal Impacts team bridges abstract alignment goals with real-world evidence, analyzing millions of interactions and surveying professionals to measure how AI is actually used. Their work on agent autonomy, values in the wild, and internal deployment studies directly informs safety practices and policy decisions.
Fable 5’s Cyber Safeguards and Proposed Jailbreak Severity Framework
Anthropic re-deploys Fable 5 with detailed cyber safeguard classifiers that categorize dual-use activities, and proposes a four-axis jailbreak severity framework (CJS) to standardize how the industry describes and scores the risk of different jailbreak techniques.
Claude Fable 5 Redeploys After Export Controls Lifted
After export controls on Claude Fable 5 were lifted, Anthropic published a detailed post explaining the jailbreak that triggered the restriction, its new safety classifier that blocks the technique in over 99% of cases, and a proposed industry framework for scoring jailbreak severity on four criteria: capability gain, breadth, ease of weaponization, and discoverability.
Google Cloud CISO: How AI agents secure the SDLC at machine speed
Google Cloud's CISO details how they've embedded specialized AI agents across the entire SDLC — from design review through fuzz testing and autonomous patching — to counter AI-driven threats at machine speed. The Mantis framework, now partially open source, reduces token overhead by 85% while preserving critical code context, and a self-reflection loop continuously improves agent performance.