Why AI smart home assistants aren’t good enough

Large language models are currently everyone’s solution to everything. The technology’s versatility is part of its appeal: the use cases for generative AI seem both huge and endless. But then you use the stuff, and not enough of it works very well. And you wonder what we’re really accomplishing here. On this episode of The…

Read More

ACE prevents context collapse with ‘evolving playbooks’ for self-improving AI agents

A new framework from Stanford University and SambaNova addresses a critical challenge in building robust AI agents: context engineering. Called Agentic Context Engineering (ACE), the framework automatically populates and modifies the context window of large language model (LLM) applications by treating it as an “evolving playbook” that creates and refines strategies as the agent gains…

Read More

Researchers find adding this one simple sentence to prompts makes AI models way more creative

One of the coolest things about generative AI models — both large language models (LLMs) and diffusion-based image generators — is that they are "non-deterministic." That is, despite their reputation among some critics as being "fancy autocorrect," generative AI models actually generate their outputs by choosing from a distribution of the most probable next tokens…

Read More

Microsoft launches 'Hey Copilot' voice assistant and autonomous agents for all Windows 11 PCs

Microsoft is fundamentally reimagining how people interact with their computers, announcing Thursday a sweeping transformation of Windows 11 that brings voice-activated AI assistants, autonomous software agents, and contextual intelligence to every PC running the operating system — not just premium devices with specialized chips. The announcement represents Microsoft's most aggressive push yet to integrate generative…

Read More
Back To Top