IT-OSE: Exploring Optimal Sample Size for Industrial Data Augmentation
arXiv:2602.15878v1 Announce Type: new
Abstract: In industrial scenarios, data augmentation is an effective approach to improve model performance. However, its benefits are not unidirectionally beneficial. There is no theoretical research or established estimation for the optimal sample size (OSS) i...
Optimization Instability in Autonomous Agentic Workflows for Clinical Symptom Detection
arXiv:2602.16037v1 Announce Type: new
Abstract: Autonomous agentic workflows that iteratively refine their own behavior hold considerable promise, yet their failure modes remain poorly characterized. We investigate optimization instability, a phenomenon in which continued autonomous improvement par...
How Uncertain Is the Grade? A Benchmark of Uncertainty Metrics for LLM-Based Automatic Assessment
arXiv:2602.16039v1 Announce Type: new
Abstract: The rapid rise of large language models (LLMs) is reshaping the landscape of automatic assessment in education. While these systems demonstrate substantial advantages in adaptability to diverse question types and flexibility in output formats, they al...
Evidence-Grounded Subspecialty Reasoning: Evaluating a Curated Clinical Intelligence Layer on the 2025 Endocrinology Board-Style Examination
arXiv:2602.16050v1 Announce Type: new
Abstract: Background: Large language models have demonstrated strong performance on general medical examinations, but subspecialty clinical reasoning remains challenging due to rapidly evolving guidelines and nuanced evidence hierarchies. Methods: We evaluated ...
Improving Interactive In-Context Learning from Natural Language Feedback
arXiv:2602.16066v1 Announce Type: new
Abstract: Adapting one's thought process based on corrective feedback is an essential ability in human learning, particularly in collaborative settings. In contrast, the current large language model training paradigm relies heavily on modeling vast, static corp...
ADX, Saal.ai collaborate to design innovative platform for market data dissemination
The Abu Dhabi Securities Exchange (ADX) and Saal.ai announced a strategic collaboration under which Saal.ai has been engaged to support the design and implementation of a next-generation market data dissemination platform for ADX. The announcement was made on the sidelines of UMEX, held at ADNEC in ...
Saal was pleased to exhibit at the IDC Excellence Awards Symposium, which brought together 170 industry leaders.The event spotlighted key themes shaping the future of technology, including AI, digital modernization, AI-powered platforms, real-world AI use cases, and cybersecurity in the age of AI. I...
Tavus Launches Phoenix-4: A Gaussian-Diffusion Model Bringing Real-Time Emotional Intelligence And Sub-600ms Latency To Generative Video AI
The ‘uncanny valley’ is the final frontier for generative video. We have seen AI avatars that can talk, but they often lack the soul of human interaction. They suffer from stiff movements and a lack of emotional context. Tavus aims to fix this with the launch of Phoenix-4, a new generative AI model ...
Is your startup’s check engine light on? Google Cloud’s VP explains what to do
Startup founders are being pushed to move faster than ever, using AI while facing tighter funding, rising infrastructure costs, and more pressure to show real traction early. Cloud credits, access to GPUs, and foundation models have made it easier to get started, but those early infrastructure choic...
When your warehouse and transportation teams blame each other for late deliveries, who's right? We can ask an agent connected to the data settle the debate.
The post Can AI Solve Failures in Your Supply Chain? appeared first on Towards Data Science.
Google Cloud’s VP for startups on reading your ‘check engine light’ before it’s too late
Startup founders are being pushed to move faster than ever, using AI while facing tighter funding, rising infrastructure costs, and more pressure to show real traction early. Cloud credits, access to GPUs, and foundation models have made it easier to get started, but those early infrastructure choic...
Google DeepMind Releases Lyria 3: An Advanced Music Generation AI Model that Turns Photos and Text into Custom Tracks with Included Lyrics and Vocals
Google DeepMind is pushing the boundaries of generative AI again. This time, the focus is not on text or images. It is on music. The Google team recently introduced Lyria 3, their most advanced music generation model to date. Lyria 3 represents a significant shift in how machines handle complex audi...
Building Cost-Efficient Agentic RAG on Long-Text Documents in SQL Tables
Designing a hybrid SQL + vector retrieval system without schema changes, data migration, or performance trade-offs
The post Building Cost-Efficient Agentic RAG on Long-Text Documents in SQL Tables appeared first on Towards Data Science.
Agentic AI for Modern Deep Learning Experimentation
Stop babysitting training runs. Start shipping research. Autonomous experiment management built for/by deep learning engineers.
The post Agentic AI for Modern Deep Learning Experimentation appeared first on Towards Data Science.
Saviynt Partners with Wiz to Manage Non-Human Identities and AI Agents
Technology partnership delivers cloud and identity security solutions that strengthen protection for the growing number of non-human identities driven by AI adoption Saviynt, a leader in AI-powered identity security, today announced its partnership with Wiz, a global leader in cloud security, to s...
Sevii, the leader in autonomous agentic AI cybersecurity, today announced the general availability of its Autonomous Identity Security module, a breakthrough addition to its Level 5 Autonomous Defense & Remediation (ADR) platform. This new capability embeds Sevii’s autonomous defense and remediation...
New product delivers on the company’s Intent Security vision with real-time behavioral analysis at sub-50ms speeds and 99.83% detection accuracy Lasso Security, the platform enabling secure AI adoption at enterprise scale, today launched Intent Deputy: the industry’s first behavioral intent framewor...
Cirrascale Appoints Alex Nataros as Chief Technology Officer
Veteran AI and cloud infrastructure leader to drive next phase of innovation for Cirrascale’s private AI cloud services Cirrascale Cloud Services, the expert neocloud built for Private AI, today announced the appointment of Alex Nataros as Chief Technology Officer (CTO). Nataros previously served as...
A sleek, compliance-first patient portal that delivers smoother communication and a better patient experience. RevolutionEHR, the leading cloud-based EHR and practice management platform for optometry, today announced early access to its re-designed patient portal (PHR). This major upgrade for patie...
Speechmatics, the Voice AI company on a mission to understand every voice, today announced a partnership with Edvak EHR, an AI-native EHR platform, to embed enterprise-grade speech accuracy into real-time clinical workflows. The collaboration enables Edvak EHR to transform live clinical conversation...
Google DeepMind wants to know if chatbots are just virtue signaling
Google DeepMind is calling for the moral behavior of large language models—such as what they do when called on to act as companions, therapists, medical advisors, and so on—to be scrutinized with the same kind of rigor as their ability to code or do math. As LLMs improve, people are asking them to p...