Train-to-Test scaling explained: How to optimize your end-to-end AI compute budget for inference

The standard guidelines for building large language models (LLMs) optimize only for training costs and ignore inference costs. This poses a challenge for real-world applications that use inference-tim [...]

New memory framework builds AI agents that can handle the real world's unpredictability

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 m [...]

Will the UN finally broker a treaty to end plastic pollution?

To tackle what's been called the plastic "epidemic," the UN spun up a committee in 2022 tasked with brokering a legally binding global agreement. This ambitious treaty between UN member [...]

Are VPNs legal?

VPNs have a mixed reputation, primarily because you can use the technology to hide your location and identity on the internet. Even the best VPNs can be used to conceal crimes and make the perpetrator [...]

Google’s new framework helps AI agents spend their compute and tool budget more wisely

In a new paper that studies tool-use in large language model (LLM) agents, researchers at Google and UC Santa Barbara have developed a framework that enables agents to make more efficient use of tool [...]

Phi-4 proves that a 'data-first' SFT methodology is the new differentiator

AI engineers often chase performance by scaling up LLM parameters and data, but the trend toward smaller, more efficient, and better-focused models has accelerated. The Phi-4 fine-tuning methodology [...]

DJI loses lawsuit over Pentagon's 'Chinese military company' list

It's been nearly a year since DJI sued the Department of Defense over its designation as a "Chinese military company." On Friday, a judge ruled against the drone maker. US District Judg [...]

Moonshot’s Kimi K2.5 is 'open,' 595GB, and built for agent swarms — Reddit wants a smaller one

Two days after releasing what analysts call the most powerful open-source AI model ever created, researchers from China's Moonshot AI logged onto Reddit to face a restless audience. The Beijing-b [...]

The military might finally win the right to repair

Senators Tim Sheehy and Elizabeth Warren have introduced a bipartisan bill to enshrine a right to repair for military equipment. The legislation, called the “Warrior Right to Repair Act,” would co [...]