2/ Brokers will perceive context
“Claude must be taught sufficient about your explicit state of affairs and the constraints that you just function below 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 believe that we’ll see enhancements there the place Claude will have the ability to search by means of issues like your paperwork, your Slack, and many others., and actually be taught what’s helpful for you. That’s underemphasized a bit with brokers. It’s obligatory for techniques to be not solely helpful but additionally protected, doing what you anticipated.
“One other factor is that a number of duties received’t require Claude to do a lot reasoning. You don’t want to take a seat and suppose for hours earlier than opening Google Docs or one thing. And so I believe that a number of what we’ll see isn’t just extra reasoning however the utility of reasoning when it’s actually helpful and necessary, but additionally not losing time when it’s not obligatory.”
3/ Brokers will make coding assistants higher
“We needed to get a really preliminary beta of pc use out to builders to get suggestions whereas the system was comparatively primitive. However as these techniques get higher, they may be extra broadly used and actually collaborate with you on totally different actions.
“I believe 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 flawed with code, debugging it—working the code, seeing what occurs, and fixing it.”
4/ Brokers will must be made protected
“We based Anthropic as a result of we anticipated AI to progress in a short time and [thought] that, inevitably, security considerations had been going to be related. And I believe that’s simply going to grow to be an increasing number of visceral this 12 months, as a result of I believe these brokers are going to grow to be an increasing number of built-in into the work we do. We must 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.]