Today’s edition of my newsletter just went out.

🔗 https://www.rohan-paul.com/p/bytedance-published-edgebench-a-benchmark

🗞️ ByteDance published EdgeBench, a benchmark that checks whether AI agents get better with experience

🗞️ Mark Cuban’s advice for graduates walking into their first job. Learning AI is no longer optional.

🗞️ “Measuring the Gap Between Human and LLM Research Ideas”

🗞️ Harvard Business Reviews’s new piece: The rush to use AI can make companies faster at the wrong work.

🗞️ Current AI is in a messy middle phase where usage looks productive, but output remains unclear.

🗞️ “Gym-Anything: Turn any Software into an Agent Environment”

🗞️ “What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates”