Chatbots talking to each other about how to achieve a given goal is not the future of agentic AI. The future is AI that can reason and understand. Yes, most agent demos today are tweaked/even faked, and most of the early tools out there are failing 80% of the time. But quality and accuracy is definitely coming, and it's not years away, it's months away. In training our agentic models at Writer, our research approach is, like with Palmyra X, to focus on the training data — data that aims to give our agentic models information as humans would injest it — not just unstructured text but vision and action as it relates to both web and desktop applications. Our agentic training data isn't random: it's focused on enterprise and B2B tools and tasks, labeled as such. The internal demos I see at Writer around agentic workflows are 🤯🤯🤯 and we're not going to be the only ones. (Btw we've written about some of the data here and open-sourced some of the data set on Hugging Face: https://lnkd.in/gwfCKXVy https://lnkd.in/gyfNTYFC The steepness of the AI learning curve is only getting steeper. The enterprises who jump in to invest and learn early are going to get >outsized< rewards.
Great post - IMO - the question is - as always - will AI ever be able to reason, express human emotion, and connect with other people on an intimate (not physical) level - the uniqueness and beauty of the human mind - I don't think so. AI - as fantastic as it is - will always be a machine
Incredible progress! Can't wait to see what's next. 🚀
Great post May Habib, following statements summarize well overall state of affairs in AI. "most agent demos today are tweaked/even faked, and most of the early tools out there are failing 80% of the time." "the internal demos I see at Writer around agentic workflows are 🤯🤯🤯 and we're not going to be the only ones" "The steepness of the AI learning curve is only getting steeper. The enterprises who jump in to invest and learn early are going to get >outsized< rewards."
Well said - the usage of LLMs as reasoning engines will unlock new frontiers of productivity. I’ve been reading papers on the topic and there seem to be many approaches to teaching LLMs how to think like you/your organization. What approaches have you found helpful?
As someone who doesn’t spend a lot of time coding, I’m having a blast slowly learning/playing with workflows. It’s incredible to be able to design a gentil architectures that best perform when they mimic how humans would learn and execute, only on super steroids 🙃
May Habib Thank you for sharing your insights and the resources on agentic AI training data. It's clear that we're on the brink of a transformative era in AI, and I'm excited to see how these advancements unfold in the months and years ahead.
Absolutely fascinating insights. The future of agentic AI is closer than we think. May Habib
Wow, exciting times ahead for AI development. The future looks bright.
Experienced Transformation Leader
2moI am excited for everything you are building and cannot wait to learn more