How can we embed a notion of uncertainty inside AI/ML to quantify the importance of a discovery? How can we ensure Truthful reproducibility of these discoveries? Which interpretable AI/ML techniques can establish direct explanations of such discoveries?
The world wide web Agent Revolution workshop at AAAI 2025 focuses on advancing the development of general World-wide-web brokers as a result of impressive benchmarks, datasets, and agent architectures. World wide web agents—autonomous AI devices capable of navigating and interacting With all the Internet—have seen fast technological progress, even so existing agents deficiency important parts to be certain safeguards mandates for business adoption, and evaluation benchmarks lack rigorous methods for tests Individuals safeguards.
When their potential is huge, actual-earth deployment calls for addressing don't just important specialized troubles but also moral and societal types.
Very low-rank structures to hurry up computation of large ML units like adaptors in LLMs and structured computational graphs;
How can we make sure these designs are transparent, moral, and adjust to regulatory standards? What approaches can mitigate inherent biases and build have confidence in with both equally clinicians and people?
NeurIPS/AAAI quick monitor papers are issue to a similar site limits of normal submissions. Rapid observe papers ought to be accompanied by their opinions, submitted for a supplemental material.
It really is an ideal workshop for those individuals who have an interest from the ethical and realistic criteria of hybrid intelligence, as it gathers experts to debate improvements in human-centered AI.
AI pioneer Yann LeCun reminds us that just because LLMs are great at language doesn’t imply they’re wise.
Causality aims to explain the principle that specific gatherings trigger unique results, aiding us realize, forecast, and explain improvements on the earth. Not too long ago, the link involving causality and AI is becoming ever more essential, wherever AI can reap the benefits of causal reasoning to construct a lot more robust, interpretable, and generalizable models.
Authors need to have an OpenReview account to generate submissions. You should adhere into the submission website tips outlined about the workshop Site.
More than three immersive sessions, you’ll attain deep insights into the fundamentals of AI and learn how to leverage its opportunity to elevate your strategic AI internet marketing skills.
Pedagogical alignment. Application of cognitive and Studying science rules to enhance GenAI-primarily based Studying frameworks for productive tutoring;
A study study raises challenging questions on collaborative AI interfaces, such as the price of “human from the loop” interfaces and explanations of AI logic and self confidence scores.
Equip on your own With all the Main pillars to omnichannel achievement with true everyday living application of CX Mapping and explore the complexity driving The shopper journey. Explain the main difference between..