AI agents can hack systems, defend them, and be hacked themselves. Codewall's one-hour takeover of an AI recruiting platform shows just how tangled this new security landscape has become.<br / [...]
AI agents usually throw away valuable feedback from everyday interactions. Princeton's new OpenClaw-RL framework changes that by turning live signals from chats, terminal commands, and GUI action [...]
While most reinforcement learning algorithms use two to five network layers, a research team achieved 2x to 50x performance gains by scaling network depth up to 1,024 layers in a self-supervised agent [...]