Jason Says
When AI starts mass-producing fake bug reports to farm bounties, you realize the dark side of generative AI has fully arrived—no PR statement explains the real cost better than this.
ECC is a new open-source agent harness bundling skills, memory, security, and research-first workflows across Claude Code, Codex, Opencode, Cursor and more—standardizing behavior when developers juggle multiple coding agents.
Google has frozen its open-source bug bounty program after a 'significant rise' in low-quality AI-generated vulnerability reports overwhelmed reviewers—a fresh sign of generative AI being weaponized to game reward systems at scale.
Factory AI's CEO publicly accused VC board advisor Chris Degnan of spying for rival Cognition—right before Degnan jumped ship to become Cognition's CRO. The spat has ignited fierce debate about trust in the hot coding-agent space.
The Trump administration unveiled a 'Super Intelligence Force' as its latest move in the AI safety debate, paired with a non-binding safety pact. Critics question whether toothless gestures can really fix AI's trust problem.
Facing community backlash over AI data center siting, power use, and noise, AWS's CEO announced the company no longer uses NDAs for new data center projects—a bid for transparency amid growing public suspicion of AI infrastructure expansion.
Researchers swap LLMs for lightweight 'Jev decision models' in edge service orchestration, extracting just 4-8 bounded intent fields instead of running a full language model. This slashes the latency budget LLM decisions eat up—practical for IoT or real-time routing where milliseconds matter.
This paper introduces 'persona dosing'—precisely dialing an AI's personality trait intensity like a volume knob, rather than just switching traits on/off, without needing intensity-labeled training data. Directly useful for companion AI or support agents needing fine-grained personality control.
Long video generation typically needs ever-growing memory to stay consistent. Honeycomb fixes this with HexMemory, a constant-size low-rank memory using six spatial/spatiotemporal planes—letting AI remember scene details over long videos without memory blowing up, key for gaming and robotics simulation.
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