AIRI Blog http://airi.net Thu, 15 Oct 2026 18:32:34 +0300 60 What Are AI Agents and How Do They Differ from LLM-Based Chatbots https://airi.net/blog/ai-agents-llm/ https://airi.net/blog/ai-agents-llm/ Wed, 23 Sep 2026 10:53:03 +0300 Using the general cost functional made the optimal transport with class preservation more accurate https://airi.net/blog/general-cost-functional/ https://airi.net/blog/general-cost-functional/ Tue, 23 Jul 2024 10:15:59 +0300 The new framework required 50 times less data to predict the optimal geometry of molecules using neural networks https://airi.net/blog/golf/ https://airi.net/blog/golf/ Wed, 29 May 2024 14:06:33 +0300 Language models for chemical tasks turned out to be vulnerable to changes in molecule representations https://airi.net/blog/chemical-llms/ https://airi.net/blog/chemical-llms/ Thu, 27 Jun 2024 10:28:17 +0300 Gaussian mixtures helped to improve the learning of object-centric scene representation https://airi.net/blog/slot-mixture-module/ https://airi.net/blog/slot-mixture-module/ Tue, 28 May 2024 12:55:13 +0300 Energy-based models made Schrödinger Bridge lighter https://airi.net/blog/EBM-SB/ https://airi.net/blog/EBM-SB/ Wed, 15 May 2024 10:03:23 +0300 Recurrent memory removed restrictions on the length of input sequences for transformers https://airi.net/blog/rmt/ https://airi.net/blog/rmt/ Fri, 19 Apr 2024 11:01:57 +0300 Bulk Search Improved Anonymous Multi-Agent Path Finding https://airi.net/blog/bulk-search/ https://airi.net/blog/bulk-search/ Thu, 11 Apr 2024 11:38:34 +0300 Complex dynamics of anisotropy and intrinsic dimensions have been discovered in transformers https://airi.net/blog/shape-of-learning/ https://airi.net/blog/shape-of-learning/ Thu, 28 Mar 2024 10:13:13 +0300 Two new approaches accelerated Multi-agent Pathfinding in decentralized settings https://airi.net/blog/mats-lp-and-follower/ https://airi.net/blog/mats-lp-and-follower/ Fri, 15 Mar 2024 16:52:56 +0300 Information about nearest neighbors helped complete knowledge graphs more accurately https://airi.net/blog/better-together/ https://airi.net/blog/better-together/ Mon, 04 Mar 2024 11:10:29 +0300 Tensor trains helped to make gradient-free optimization more efficient https://airi.net/blog/protes/ https://airi.net/blog/protes/ Tue, 09 Jan 2024 14:50:53 +0300 Matrix completion problem will improve self-supervised learning https://airi.net/blog/matrix-completion-in-ssl/ https://airi.net/blog/matrix-completion-in-ssl/ Tue, 09 Jan 2024 14:33:24 +0300 How to make ensembles in transfer learning more efficient? https://airi.net/blog/tl-for-de/ https://airi.net/blog/tl-for-de/ Tue, 26 Dec 2023 17:50:51 +0300 The star-shaped architecture will improve generation using diffusion models https://airi.net/blog/star-shaped/ https://airi.net/blog/star-shaped/ Sun, 24 Dec 2023 20:27:51 +0300 Extremal Transport improves solving unpaired image-to-image translation task https://airi.net/blog/extremal-transport/ https://airi.net/blog/extremal-transport/ Fri, 22 Dec 2023 09:58:15 +0300 Researchers made entropic optimal transport scalable and theoretically grounded https://airi.net/blog/enot/ https://airi.net/blog/enot/ Thu, 21 Dec 2023 10:37:36 +0300 Russian scientists created a universal benchmark that allows one to compare methods for buildings Schrödinger Bridges https://airi.net/blog/schrodinger-bridges/ https://airi.net/blog/schrodinger-bridges/ Tue, 19 Dec 2023 22:15:47 +0300 Persistent homology helped robust detection of AI-generated texts https://airi.net/blog/persistent-homology/ https://airi.net/blog/persistent-homology/ Mon, 18 Dec 2023 21:59:08 +0300 Descriptor-Based Graph Self-Supervised Learning helped to predict molecule toxicity https://airi.net/blog/DGSLL/ https://airi.net/blog/DGSLL/ Mon, 23 Oct 2023 10:42:41 +0300 Hybrid Uncertainty Quantification improved classification accuracy for ambiguous texts https://airi.net/blog/HUQ/ https://airi.net/blog/HUQ/ Wed, 25 Oct 2023 10:53:49 +0300 Sphere-guided presentation improved 3D reconstruction using neural networks https://airi.net/blog/Sphere-guided/ https://airi.net/blog/Sphere-guided/ Mon, 09 Oct 2023 10:39:25 +0300 Eco4cast: Smart Schedule for Green Learning https://airi.net/blog/Eco4cast/ https://airi.net/blog/Eco4cast/ Thu, 21 Sep 2023 11:12:12 +0300 A new System for Answering Simple Questions surpassed ChatGPT in accuracy https://airi.net/blog/M3M-vs-GPT/ https://airi.net/blog/M3M-vs-GPT/ Wed, 30 Aug 2023 14:51:05 +0300 How machine learning helps robots navigate obstacles https://airi.net/blog/Pathfinding-AI/ https://airi.net/blog/Pathfinding-AI/ Fri, 25 Aug 2023 16:56:15 +0300 General covariance helped neural networks to solve differential equations more precisely https://airi.net/blog/NN-for-PDE/ https://airi.net/blog/NN-for-PDE/ Wed, 09 Aug 2023 15:19:52 +0300 Scientists made domain adaptation for generative adversarial networks five thousand times faster https://airi.net/blog/GAN-TL/ https://airi.net/blog/GAN-TL/ Mon, 03 Jul 2023 12:32:09 +0300 Using vector symbolic architectures to obtain disentangled representations https://airi.net/blog/VSA-for-disentangled-representations/ https://airi.net/blog/VSA-for-disentangled-representations/ Fri, 30 Jun 2023 12:18:44 +0300 Scientists made tensor train decomposition faster and more accurate https://airi.net/blog/faster-TT/ https://airi.net/blog/faster-TT/ Wed, 28 Jun 2023 17:38:34 +0300