The Hallway Track
8 tracked signals on skills.
Andrew Ng relaunches DeepLearning.ai with a dedicated focus on AI Engineering skills.
“an analysis of over 10,000 job postings; carrying out dozens of structured interviews with AI experts, hiring managers, and recruiters; gathering data through surveys; and synthesizing other online data”
Microsoft is building AI agents into Visual Studio and VS Code, including skill creation and a multi-harness agents window.
“I'm using the agent's window to build the agent's window.”
Agent 'skills' are dynamically loaded prompts enabling progressive capability disclosure
“Skills are just prompts, they're fancy prompts, but they're really easy to share and they can help agents really narrow in and do a certain task well.”
NVIDIA launches SkillEvaluator to benchmark whether agent skills actually improve performance
“AI agents are only as effective as the context they receive.”
Skills replace traditional UI features as the primary vehicle for business logic in agentic products
“skills really tell you how a task gets done”
LLM performance degrades after 25% context window usage, making 'infinite context' a dangerous myth
“if we consider that there's infinite context window, we just think that we can dump the whole list of documents to the context and expect it to magically work”
Windows now lets AI agents control OS personalization (wallpaper, accent color, RGB lighting) via natural-language skills defined in a skill.md file.
“That markdown file is your contract with the agent. It declares what tools are available, what commands to run, and what parameters they accept.”
New /wayfinder skill helps AI agents navigate open-ended projects with unclear end states
“you can't quite decide everything right at the start.”