Anthropic’s chief scientist on 5 ways agents shall be even higher in 2025

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2/ Agents will understand context  

“Claude must learn enough about your particular situation and the constraints that you just operate under to be useful. Things like what particular role you’re in, what kinds of writing or what needs you and your organization have.

ANTHROPIC

“I believe that we’ll see improvements there where Claude will give you the chance to go looking through things like your documents, your Slack, etc., and really learn what’s useful for you. That’s underemphasized a bit with agents. It’s vital for systems to be not only useful but in addition secure, doing what you expected.

“One other thing is that loads of tasks won’t require Claude to do much reasoning. You don’t need to sit down and think for hours before opening Google Docs or something. And so I believe that loads of what we’ll see just isn’t just more reasoning but the appliance of reasoning when it’s really useful and necessary, but in addition not wasting time when it’s not vital.”

3/ Agents will make coding assistants higher

“We desired to get a really initial beta of computer use out to developers to get feedback while the system was relatively primitive. But as these systems recuperate, they may be more widely used and really collaborate with you on different activities.

“I believe DoorDash, the Browser Company, and Canva are all experimenting with, like, different sorts of browser interactions and designing them with the assistance of AI.

“My expectation is that we’ll also see further improvements to coding assistants. That’s something that’s been very exciting for developers. There’s only a ton of interest in using Claude 3.5 for coding, where it’s not only autocomplete prefer it was a few years ago. It’s really understanding what’s unsuitable with code, debugging it—running the code, seeing what happens, and fixing it.”

4/ Agents will must be made secure

“We founded Anthropic because we expected AI to progress in a short time and [thought] that, inevitably, safety concerns were going to be relevant. And I believe that’s just going to turn out to be an increasing number of visceral this 12 months, because I believe these agents are going to turn out to be an increasing number of integrated into the work we do. We must be ready for the challenges, like prompt injection. 

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