While the WH-1000XM6 are the top dog in Sony’s lineup, the discount for Prime Big Deal Days is relatively modest at just $21 off. If you don’t need the latest tech, though, you can save a lot more by grabbing…
TL;DR: AgentFlow is a trainable agent framework with four modules—Planner, Executor, Verifier, Generator—coordinated by an explicit memory and toolset. The planner is optimized in the loop with a new on-policy method, Flow-GRPO, which broadcasts a trajectory-level outcome reward to every…
Amazon is hosting a lot of good deals during October Prime Day, but it can’t compete with Dell when it comes to its sale on the Alienware AW2725Q. The 27-inch 4K QD-OLED gaming monitor that a couple of Verge staffers…
Check your research, MIT: 95% of AI projects aren’t failing — far from it.According to new data from G2, nearly 60% of companies already have AI agents in production, and fewer than 2% actually fail once deployed. That paints a…
Conditional diffusion models appear capable of compositional generalization, i.e., generating convincing samples for out-of-distribution combinations of conditioners, but the mechanisms underlying this ability remain unclear. To make this concrete, we study length generalization, the ability to generate images with more…
Large language models (LLMs) are ubiquitous in modern day natural language processing. However, previous work has shown degraded LLM performance for under-represented English dialects. We analyze the effects of typifying “standard” American English language questions as non-”standard” dialectal variants on…
“Damage is being done already. Even if funding is reinstated, we have already lost people.”
Researchers at the University of Illinois Urbana-Champaign and Google Cloud AI Research have developed a framework that enables large language model (LLM) agents to organize their experiences into a memory bank, helping them get better at complex tasks over time.The…
I used to misplace my wallet all the time, which always led to a mad scramble before leaving the house. I tried remembering to place it on the valet tray next to my keys, but it often wound up somewhere…
For Prime Day, the Dell 14 Plus has dropped to just $650, and for that price, it’s the Windows laptop most people should buy.
