We really enjoyed the Spring Symposium series which was held recently in Burlingame, California. The series affords participants a smaller, intimate setting where they can share ideas and learn from each other’s artificial intelligence research.

Machine learning (ML) is becoming prevalent in embedded AI sensing systems. Learn more in the article "Datasheets for machine learning sensors" by Matthew Stewart, Yuke Zhang et al. in Vol. 7, Issue 1 of AI Magazine: onlinelibrary.wiley.com/doi/10.1002/...

Scientists have been striving to make their datasets available in open repositories. Learn more in "Knowledge Engineering for Open Science: Building and Deploying Knowledge Bases for Metadata Standards". onlinelibrary.wiley.com/doi/10.1002/...

The spring 2026 edition of AI Magazine features the special topic article "An actionable framework for AI-ready data" by Neil Majithia, Thomas Carey-Wilson, Elena Simperl, and Nigel Shadbolt. Read more: onlinelibrary.wiley.com/doi/10.1002/....

AI Magazine Spring 2026 Issue is here. The purpose of AI Magazine is to disseminate timely and informative expository articles that represent the current state of the art in AI and to keep its readers posted on AAAI-related matters. View all the articles: onlinelibrary.wiley.com/toc/23719621...

Learn more about how to be a Best Slept® Family.

❗Reminder: the early registration deadline for ICWSM-26 is April 10, 2026. The registration fee includes admission to the workshop/tutorial day, all technical sessions, and access to the electronic version of the ICWSM-26 Conference Proceedings. Register here: aaai.getregistered.net/icwsm-26

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence are now available to review online. The proceedings have been published in 48 consecutive issues, which are all available here: aaai.org/proceeding/a...

AAAI Career Center offers professional services to help you build and manage your career for maximum potential for success. careers.aaai.org/jobseekers/

Employers, attract top talent. Make use of our features to quickly post your latest job openings, search through viable employee resumes, and manage your applications to select the ideal candidate. careers.aaai.org/employers/

Looking for a new opportunity? Head over to careers.aaai.org research, find the right job opportunity, and get your experience and skill set in front of your ideal employer.

The 2026 Spring Symposium Series will be held April 7 - April 9, 2026 at Hyatt Regency, San Francisco Airport in Burlingame, California. To take advantage of the early bird discount, please ensure you register by THIS FRIDAY, Feb 27. Registration Information: aaai.org/conference/s...

Registration is now open for The 20th International AAAI Conference on Web and Social Media (ICWSM). ICWSM will take place from 27-29 May, 2026 in Los Angeles, CA, USA. Full info: www.icwsm.org/2026/index.h...

As artificial intelligence technology continues to evolve at a fast pace the need for a nuanced understanding of the ethical concerns surrounding this technology, and how to address them, has become more crucial than ever. Learn more in the AAAI/CRC Press Advances in AI Ethics Series: bit.ly/3YOnlZT

✨ New ✨ Access AAAI-26 Content on Underline ➡️ Head over to aaai.org/conference/a... to access Underline content and find links to recordings of AAAI-26 invited talks, awards, and panels. You can also view recordings by visiting: aaai.org/conference/a...

Check out all the highlights from AAAI-26 here: aaai.org/conference/a...

Photos from the AAAI-26 Fellows Dinner on January 22, 2026. It was a wonderful evening, thank you to all who attended. 📸: Event Photographer Singapore

AAAI-26 fostered scientific exchange between researchers, practitioners, scientists, students, and engineers across the entirety of AI and its affiliated disciplines. What an unforgettable event!

Call for papers! AIES 2026 invites work that not only analyzes ethical and societal challenges, but helps reimagine the institutions, practices, and values needed to govern AI responsibly. Full info and deadlines: www.aies-conference.com/2026/call-fo...

Thank you to those who joined us at AAAI-26 in Singapore! This year’s conference was a tremendous success, bringing together over 10,000 attendees from more than 100 countries and featuring more than 4,000 accepted papers.

Congratulations to our AAAI-26 Educational Video Winners ➡️ Multiplicity: The Curious Case of Arbitrariness in Machine Learning View here: youtu.be/6DHpbbaEWj4 What actually is AI? View here: youtu.be/UDNcaOvto0M

We met so many new and interesting people at AAAI-26. What was your favorite memory?

Raise your hand 🙋‍♂️🙋‍♀️if you had fun at student game night during AAAI-26! 👏🙌

Attendees at AAAI-26 attended poster sessions throughout the event. With a record number of posters at this year’s conference, there was much opportunity to present, learn, and discuss.

Thanks to everyone who contributed to a productive @aaai.org conference in Singapore. Our team enjoyed the conversations with researchers and practitioners advancing AI. See you next year! #AAAI2026

So nice to see photos of AI conferences starting to show up on Bluesky, so please do! (I've already seen a few of @aaai.org that was reposted.) This was one aspect where LinkedIn was winning at the end of last year. We need more of this! I'll share many of my next one @aamasconf.bsky.social too.

We’ll be sharing some photos from AAAA-26 for the rest of the week. First up, opening reception at Mandi Wilflife Reserve.

This framework, Compare&Generate, at #AAAI2026 workshop tackles a major hurdle in synthetic data: quality control. Instead of just "thinking step-by-step," the model learns why one output is better than another to iteratively improve. @aaai.org

Can AI help us settle arguments? 🤖⚖️ Spotted this fascinating poster at #AAAI26 by researchers from USC and Gachon University. They’re exploring how LLMs can mediate synchronous dispute dialogues, which are often high-emotion and high-conflict. @aaai.org

The work "An uncertainty-aware framework for multi-view animal pose estimation” at #AAAI26 workshop uses a Multi-view Transformer and a Variance-Inflated Ensemble Kalman Smoother to improve accuracy without needing extra labels. Huge for data-efficient biology research @aaai.org

“Flash Embeddings for Online Learning of Categorical Features” at #AAAI2026 Fascinating approach to learning high-cardinality and recurring categorical data over time—with fixed memory constraints. @aaai.org

a great talk by Robin van der Laag at #AAAI26 on "Stochastic multi-objective optimisation." 🎯 Balancing competing objectives in a decision space vs. objective space is a classic challenge. This session provided some great insights into navigating these trade-offs effectively. @aaai.org

How do we handle the computational burden of streaming data in Gaussian Processes? Some brilliant work on Distributed GP Experts today at #AAAI26. By using weighted sums for predictive means and variances, we can keep complexity in check while maintaining accuracy. @aaai.org

"Lexicographic Bandits" at #AAAI2026! 🎰bridging the gap between Regret Minimization and Best Arm Identification. In complex decision-making systems where objectives have a strict priority, finding the optimal balance is a tough challenge. @aaai.org

at #AAAI2026 on "RECORd: A Multi-Agent LLM Framework for Reverse Engineering Codebase to Causal Relational Diagram." 👩‍💻🔍 By using reinforcement fine-tuning (RFT) and multi-agent systems, this work transforms complex code into interpretable causal graphs. @aaai.org

#AAAI26 poster hall: "UMNet: Uncertainty-guided Memory Network for Hyperspectral Pansharpening". 🛰️✨ Xiaozheng Wang and the team at Tiangong University are using spatial-spectral uncertainty-guided loss to solve distortion issues in image fusion. @aaai.org

#AAAI26 on "Local Guidance for Configuration-Based Multi-Agent Pathfinding" (LG-LaCAM)! 🤖🛰️ Tomoki Arita and Keisuke Okumura are pushing the boundaries of MAPF by integrating local guidance into state-of-the-art LaCAM. @aaai.org

Here we go! #ToM4AI2026 @aaai.org - thanks @reuth-mirsky.bsky.social for the hats 🎩 www.tom4ai.GitHub.io @nitalon.bsky.social @stefansarkadi.bsky.social

This #AAAI2026 workshop talk on a new distributional treatment for time series anomaly detection is a paradigm shift—using Isolation Distributional Kernels (IDK). Fascinating to see how IDK^2 maps points through Hilbert spaces to detect group anomalies. @aaai.org

Stop #AAAI26 to see VisionReward! 🚀 This work introduces a fine-grained reward model that addresses reward hacking in image/video generation. By bridging the gap between interpretable learning and multi-dimensional optimization, they are setting a new standard @aaai.org

Offline RL often fails when agents accidentally drift into Out-of-Distribution (OOD) states. 📉 Fascinating poster at #AAAI26 on DASP (Density-Aware State Correction). Instead of just suppressing OOD actions, DASP uses a compact variational model to guide agents @aaai.org

Just attended a fascinating talk on "Bandit Learning in Housing Markets" at #AAAI2026 🏠📊 @aaai.org Combining matching theory with multi-armed bandits to learn core allocations—both centralized and decentralized settings with provable regret bounds.

Fascinated by the "Think-Free" ranking approach (TFRank) presented at #AAAI2026! 🚀 It internalizes complex reasoning into small LLMs (<10B), achieving high-accuracy document ranking without the latency of explicit CoT. Practical, efficient, and very impressive. @aaai.org

Deep dive into Hyperspectral Image SR today at #AAAI2026. The GEWDiff model uses an edge-aware EDM noise scheduler and a multi-level loss function to ensure structural invariance and stable convergence. Really clean results compared to other SOTA models. @aaai.org

Why State-Space Models for event cameras? MA-Mamba proves it! By integrating a Spatio-Temporal Association module, they’ve solved the "noisy & inconsistent" channel update issue in standard SSMs. Great results on DSEC and MVSEC #AAAI2026 @aaai.org

Why do LLMs give unreliable recommendations? Often because we lose "evidence strength" during normalization. GUIDER leverages LLM logits to quantify uncertainty and uses a dynamic re-ranking strategy to boost transparency and trust. #AAAI2026 @aaai.org

Shift toward using LLMs for both predictions and natural-language explanations is a game-changer for transparency. Seeing impressive results from "TWICE-Rec" on generating high-quality rationales across diverse domains like fashion and scientific research. #AAAI2026 @aaai.org

#AAAI2026 5K Fun Run at 6am 🙋‍♀️ Can't believe I actually saw the Merlion without its water fountain! @aaai.org

Ready to level up your career? 🚀 Heading to the Job Fair #AAAI2026 today! If you're looking for new opportunities or a complete career pivot, this is the place to be. Time to network and make things happen! 💼✨ @aaai.org

Real-time Novel View Synthesis with just 4 cameras? 🤯 Checked out the PHOTONS demo by China Telecom at #AAAI2026. It achieves 2K resolution at 25 FPS using a sparse view setup (only 4 RGB cameras).qq.com @aaai.org