No matter how advanced prompt engineering is, hallucinations stemming from the underlying architecture of LLMs (probabilistic next-token prediction models) cannot be completely eliminated. The essence ...
Brotli CVE-2026-111497 hits container images on Azure. Fixed versions, rebuild steps, WAF rule 920450 and new ACR metrics for ...
Google's EnvHarness and EnvRigger reshape static environments around an agent's diagnosed flaws, beating domain-specific ...
Salesforce's SRD distills hindsight into foresight, rescuing agent RL when rewards vanish and lifting success from 0% to 60.6 ...
PHP2Shell plus CVE-2026-46300 roots PAN-OS firewalls on 5 branches. Timeline, the 25-server count, what attackers took, and a ...
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