Daily Digest | New Horizon

01Agent-Native Immune System: Endogenous Defense Architecture for AI Agents [AI Models & Research]A new arXiv paper proposes ANIS — a biologically inspired, six-layer immune tower embedded inside an agent cognitive loop. → source
02Google Paper Assistant Tool: Automating Scientific Peer Review [AI Models & Research]Google Research introduces PAT — an agentic framework achieving 34% better recall on mathematical errors. → source
03Open Ecosystem Expands: Nemotron 3 Ultra, Command A+, Poolside, Zyphra [AI Models & Research]Interconnects charts the diversifying open-model landscape. → source
04HORIZON: Self-Evolving Agents for Hardware Design [AI Models & Research]A new framework treats hardware design as repository-level code evolution. → source
05Jon Udell: Our Loop, We Invite Agents In [AI Tools & Ecosystem]Simon Willison highlights Jon Udell sharp reframing of the human-in-the-loop idiom. → source
06ElevenLabs Rolls Out SynthID Watermarking for AI-Generated Speech [AI Tools & Ecosystem]ElevenLabs begins rolling SynthID across free-tier text-to-speech output. → source
07Samsung to Charge for SmartThings API Access [AI Tools & Ecosystem]Samsung will end free SmartThings API access starting October 2026. → source
08Ford Rehires 350 Veteran Engineers After AI Falls Short [AI Applications & Industry]Ford acknowledged AI quality systems failed and brought back 350 senior engineers. → source
09Micron Surges Past 1.2T as RAMageddon Reshapes AI Infrastructure [AI Applications & Industry]Memory-chip maker Micron briefly surpassed Meta and Tesla in market cap. → source
10Govern the Repository, Not the Agent: Ecosystem-Level Risk [AI Applications & Industry]Paper argues we should evaluate risk at the repository level, not per-agent. → source

Issue · 2026-06-29

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