Approach
Jim Zemlin on taking a ‘portfolio approach’ to Linux Foundation projects | TechCrunch
The Linux Foundation has become something of a misnomer through the years. It has extended far beyond its roots as the steward of the Linux kernel, emerging as a sprawling umbrella outfit for a thousand open source projects spanning cloud infrastructure, security, digital wallets, enterprise search, fintech, maps, and more. Last month, the OpenInfra Foundation…
AI lie detector: How HallOumi’s open-source approach to hallucination could unlock enterprise AI adoption
Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More In the race to deploy enterprise AI, one obstacle consistently blocks the path: hallucinations. These fabricated responses from AI systems have caused everything from legal sanctions for attorneys to companies being forced to honor fictitious policies. …
New training approach could help AI agents perform better in uncertain conditions
A home robot trained to perform household tasks in a factory may fail to effectively scrub the sink or take out the trash when deployed in a user’s kitchen, since this new environment differs from its training space. To avoid this, engineers often try to match the simulated training environment as closely as possible with…
This AI Paper from UC Berkeley Introduces a Data-Efficient Approach to Long Chain-of-Thought Reasoning for Large Language Models
Large language models (LLMs) process extensive datasets to generate coherent outputs, focusing on refining chain-of-thought (CoT) reasoning. This methodology enables models to break down intricate problems into sequential steps, closely emulating human-like logical reasoning. Generating structured reasoning responses has been a major challenge, often requiring extensive computational resources and large-scale datasets to achieve optimal performance….