Author: advancedainews

[Submitted on 17 Apr 2025 (v1), last revised 21 Apr 2025 (this version, v2)] View a PDF of the paper titled Recursive Deep Inverse Reinforcement Learning, by Paul Ghanem and 6 other authors View PDF HTML (experimental) Abstract:Inferring an adversary’s goals from exhibited behavior is crucial for counterplanning and non-cooperative multi-agent systems in domains like cybersecurity, military, and strategy games. Deep Inverse Reinforcement Learning (IRL) methods based on maximum entropy principles show promise in recovering adversaries’ goals but are typically offline, require large batch sizes with gradient descent, and rely on first-order updates, limiting their applicability in real-time scenarios. We…

Anthropic on Wednesday introduced Claude’s Max plan, a new subscription tier for its viral chatbot and ChatGPT competitor. The plan has two price points — $100 per month or $200 per month — offering different amounts of usage. Subscribers will get “priority access to new models and capabilities,” including Claude’s voice mode when it launches. Anthropic, the artificial intelligence startup backed by Amazon, on Wednesday introduced Claude’s Max plan, a new subscription tier for its chatbot that competes with OpenAI’s ChatGPT. Customers can pay $100 per month for five times the amount of usage as the company’s Pro plan, or $200…

Researchers from Stanford University early today published the latest edition of their annual AI Index Report, detailing the growing influence of artificial intelligence technologies on our society and the global economy. The Stanford Institute for Human-Centered Artificial Intelligence, known as Stanford HAI, has been publishing its annual reports on the state of the AI industry since 2017. This year’s edition, the eighth, is the “most comprehensive” report to date, spanning more than 430 pages. The authors say it’s arriving at a critical juncture as the influence of AI across society rapidly accelerates with the emergence of increasingly capable and sophisticated…

IBM Corp. is partnering with the European Space Agency to create an artificial intelligence system that will keep tabs on climate change and other global issues, such as water scarcity, in real time using space-based data. IBM says the new system, called TerraMind, is the most advanced “Earth observation” model ever conceived, and it’s being made available to researchers through the Hugging Face platform today. The open-source model was trained on TerraMesh, which is the largest set of freely available geospatial data, created by researchers as part of the TerraMind project. IBM says TerraMind is a multimodal model based on…

In response, also on Monday, the student filed a motion seeking the temporary restraining order, records show.Separately Monday, MIT President Sally Kornbluth sent a letter to the campus community stating that nine people connected to the Cambridge institution have had their visas revoked. At Tuesday’s hearing in federal court in Boston, lawyer Stephen J. Antwine said his client is set to graduate in six weeks and plans to pursue a PhD afterward. He said she found out from MIT that her F1 student visa was terminated on April 4.Antwine argued that the student’s termination in a federal database that maintains…

But the topline figures obscure a fragmented regulatory approach The government wants the UK to provide an agile, adaptive environment for AI developers. Is the existing regulatory framework up to it? Following on from yesterday’s coverage in Computing of Labour Party proposals to manage and regulate AI technology development, the government yesterday set out it’s approach in response to the consultation it published last March. Last years’ white paper focused on an agile, pro-innovation approach to AI regulation. The government made clear that it wanted to regulate with a light touch. A crucial aspect of this light touch regulation was…

#vos #outliers #deeplearning Sponsor: Assembly AI Check them out here: Outliers are data points that are highly unlikely to be seen in the training distribution, and therefore deep neural networks have troubles when dealing with them. Many approaches to detecting outliers at inference time have been proposed, but most of them show limited success. This paper presents Virtual Outlier Synthesis, which is a method that pairs synthetic outliers, forged in the latent space, with an energy-based regularization of the network at training time. The result is a deep network that can reliably detect outlier datapoints during inference with minimal overhead.…

❤️ Check out Fully Connected by Weights & Biases: 📝 The paper “Neuralangelo: High-Fidelity Neural Surface Reconstruction ” and “Magicavatar: Multimodal Avatar Generation and Animation” are available here: My latest paper on simulations that look almost like reality is available for free here: Or this is the orig. Nature Physics link with clickable citations: 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Aleksandr Mashrabov, Alex Balfanz, Alex Haro, Andrew Melnychuk, Benji Rabhan, Bret Brizzee, Bryan Learn, B Shang, Christian Ahlin, Gaston Ingaramo, Geronimo Moralez, Gordon Child, Jace O’Brien, Jack Lukic, John Le,…

John Danaher is one of the greatest coaches and minds in martial arts history. Please support this podcast by checking out our sponsors: – Audible: to get 30-day free trial – Calm: to get 40% off premium – Indeed: to get $75 credit – MasterClass: to get 15% off – Eight Sleep: to get special savings EPISODE LINKS: John’s Instagram: Watch full matches at FloGrappling: PODCAST INFO: Podcast website: Apple Podcasts: Spotify: RSS: Full episodes playlist: Clips playlist: OUTLINE: 0:00 – Introduction 0:48 – Road to ADCC 19:20 – Danaher Death Squad 28:04 – Mental preparation 52:49 – Gordon Ryan…

The inside story of the DeepMind team of scientists and engineers who created AlphaFold, an AI system that is recognised as a solution to “protein folding”, a grand scientific challenge for more than 50 years. Find out more: deepmind.com/alphafold Protein references: TBP = To be published 1BYI: Sandalova, T., et al. (1999) Structure of dethiobiotin synthetase at 0.97 A resolution. Acta Crystallographica Section D 55: 610-624. 3NPD: Das, D. et al. (2014) Crystal structure of a putative quorum sensing-regulated protein (PA3611) from the Pseudomonas-specific DUF4146 family. Proteins 82: 1086-1092. 5AOZ: Bule, P., et al. Structural Characterization of the Third Cohesin…