2/ Brokers will perceive context
“Claude must be taught sufficient about your explicit scenario and the constraints that you just function beneath to be helpful. Issues like what explicit function you’re in, what kinds of writing or what wants you and your group have.
ANTHROPIC
“I feel that we’ll see enhancements there the place Claude will have the ability to search via issues like your paperwork, your Slack, and so on., and actually be taught what’s helpful for you. That’s underemphasized a bit with brokers. It’s mandatory for programs to be not solely helpful but additionally secure, doing what you anticipated.
“One other factor is that numerous duties gained’t require Claude to do a lot reasoning. You don’t want to take a seat and assume for hours earlier than opening Google Docs or one thing. And so I feel that numerous what we’ll see isn’t just extra reasoning however the software of reasoning when it’s actually helpful and necessary, but additionally not losing time when it’s not mandatory.”
3/ Brokers will make coding assistants higher
“We needed to get a really preliminary beta of laptop use out to builders to get suggestions whereas the system was comparatively primitive. However as these programs get higher, they may be extra extensively used and actually collaborate with you on totally different actions.
“I feel DoorDash, the Browser Firm, and Canva are all experimenting with, like, totally different sorts of browser interactions and designing them with the assistance of AI.
“My expectation is that we’ll additionally see additional enhancements to coding assistants. That’s one thing that’s been very thrilling for builders. There’s only a ton of curiosity in utilizing Claude 3.5 for coding, the place it’s not simply autocomplete prefer it was a few years in the past. It’s actually understanding what’s improper with code, debugging it—operating the code, seeing what occurs, and fixing it.”
4/ Brokers will should be made secure
“We based Anthropic as a result of we anticipated AI to progress in a short time and [thought] that, inevitably, security issues have been going to be related. And I feel that’s simply going to grow to be increasingly visceral this yr, as a result of I feel these brokers are going to grow to be increasingly built-in into the work we do. We should be prepared for the challenges, like immediate injection.
[Prompt injection is an attack in which a malicious prompt is passed to a large language model in ways that its developers did not foresee or intend. One way to do this is to add the prompt to websites that models might visit.]
