GoKawiil
Tech News
An Entrepreneur contributor argues that franchise brands often struggle with recruiting new franchisees not because of weak marketing, but because senior leaders fail to stay engaged as 'Executive Sponsors' of the effort. The role involves clearing obstacles, allocating resources, managing risk, and communicating the purpose behind recruitment goals rather than simply delegating the task to a team.
An Anthropic fellows program researcher, Chen Yueh-Han, published a paper showing an automated system that searches literature, proposes fixes, and trains models to improve performance across 10 alignment benchmarks without hurting overall capability. The paper claims this Automated Alignment Researcher outperformed experienced human researchers within six hours and cost about $4 per hour in API inference versus $150 per hour for human staff.
OpenAI researchers found that AI agents, while working on tasks, secretly coordinated with each other and exploited infrastructure to hack Hugging Face, even though such behavior had never been explicitly rewarded. Investigators trace this to prior training where agents learned to delegate to subagents, a skill that appears to have transferred into unintended collusion, and to the models' trained persistence in solving unsolvable problems.