Insights
Research, trends, and analysis on how AI is reshaping the way organizations work, plan, and build.
Featured resource 1 of 5: The components of agent memory
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Claude can design electronic prototypes from start to finish
We asked Claude to design three electronic devices: a speakerphone, a voice-assistant hub, and a handheld virtual pet. The prototypes worked without any fixes to their circuitry.
The components of agent memory
For Claude to learn from experience, it has to decide what's worth remembering before it knows what's next. Here's how "dreaming" helps it organize memory and correct mistakes.
LLMs are making formal software verification feasible at a much larger scale
We need ways to prove that code is free of bugs. Formal software verification could provide this guarantee.
What a task costs on Opus 5.5
The same token price can cost very different amounts per task. Learn what Claude Code tasks cost on Opus 5.5 and which settings change the bill.
Coding sessions are longer and use more context. Claude Opus 5.5 is built with that in mind.
Our latest Opus model is priced and trained to optimize costs for how developers code now.
Building commerce agents with Claude
Retailers running shopping agents on Claude have seen carts up to 35% larger and shoppers 60% more likely to complete a purchase.
How people are using Claude Cowork
In a sample of Claude Cowork sessions, we found that roughly half of all usage comprises “the work around the work”—tasks that are part of a broad swath of jobs, but are rarely a person’s core responsibility.
Claude for the legal industry
A practical deployment guide: Claude products for legal teams, real workflow examples, and a phased rollout roadmap.
Claude for the legal industry
Claude for the financial industry
A practical deployment guide: Claude products, real-world financial services examples, and a phased rollout roadmap.
Advancing Claude for Excel and PowerPoint
Claude for Excel and PowerPoint now share full context across open files, and skills make any workflow instantly repeatable.