AGENTIC-SYSTEMS
30 days · UTC
Synchronizing with global intelligence nodes...
Claude attack chains expose silent data exfil — fix your agent execution integrity
Two independent demos show Claude.ai can be steered into silent data exfiltration via chained bugs, exposing gaps in agent execution integrity. Oasis...
Stabilizing Agentic RL and Closing Multilingual Alignment Gaps
New research points to a more stable RL path for long-horizon LLM agents and exposes multilingual alignment gaps that can surface unsafe or inconsiste...
Anthropic to power GOV.UK job‑seeker assistant with Claude
The UK’s DSIT selected Anthropic to pilot a Claude‑powered, agentic assistant on GOV.UK that guides job‑seekers through services with personalized hel...
2026 multi-model playbook for code and data backends
A practical 2026 guide maps tasks to specific models—GPT‑5.2 for complex reasoning, Claude 4.5 for coding, Gemini 3 Flash for low‑latency endpoints, L...
AI in production: interoperability, control loops, and metrics discipline
CNCF is pushing AI interoperability to reduce lock‑in and standardize cloud‑native plumbing for model serving and tooling, making multi‑vendor stacks ...
Practical evaluation for multi-agent LLM systems: datasets + trajectory checks
A practitioner shares a concrete evaluation framework for agentic systems: start with curated task datasets and ground-truth scoring to run hyperparam...
Lovable raises $330M to push agentic "Software-as-a-System" for full-stack SDLC
Stockholm startup Lovable, spun out of the open-source GPT Engineer project, raised $330M at a $6.6B valuation to build agentic AI that can construct,...