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Original reporting and deeper analysis that looks beyond launch-day claims to the forces shaping AI.
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Latest analysis
AI agents are leaving the chat window
Tool use, structured workflows and better execution environments are turning assistants into systems that can complete bounded work. The opportunity is large, but so is the need for permissions, logs and human approval.
Elena Morris · 10 min readWhy ambitious AI products need more than a chat box
Chat is a useful universal input, but it often pushes the work of finding context, defining a workflow and checking completion back onto the user. Strong AI products design the entire job.
Elena Morris · 8 min readHow to follow the public trail of AI training data
No single disclosure explains a foundation model. Model cards, dataset papers, licenses, copyright filings and filtering notes can still reveal what a developer has documented—and what remains unknown.
Priya Raman · 10 min readSmall models are moving AI from the cloud onto devices
On-device language models trade frontier-scale breadth for low latency, privacy and zero per-request cloud cost. That makes them a different product primitive, not merely a smaller benchmark entry.
Ravi Kapoor · 9 min readAI hardware gets a second chance at the edge
The next AI device wave is less interested in novelty gadgets and more focused on on-device models, robotics and specialized computers that can respond without a permanent cloud round trip.
Ravi Kapoor · 8 min read