Evolving Medical Imaging Agents via Experience-driven Self-skill Discovery
arXiv:2603.05860v1 Announce Type: new
Abstract: Clinical image interpretation is inherently multi-step and tool-centric: clinicians iteratively combine visual evidence with patient context, quantify findings, and refine their decisions through a sequence of specialized procedures. While LLM-based a...
The World Won't Stay Still: Programmable Evolution for Agent Benchmarks
arXiv:2603.05910v1 Announce Type: new
Abstract: LLM-powered agents fulfill user requests by interacting with environments, querying data, and invoking tools in a multi-turn process. Yet, most existing benchmarks assume static environments with fixed schemas and toolsets, neglecting the evolutionary...
Andrej Karpathy Open-Sources ‘Autoresearch’: A 630-Line Python Tool Letting AI Agents Run Autonomous ML Experiments on Single GPUs
Andrej Karpathy released autoresearch, a minimalist Python tool designed to enable AI agents to autonomously conduct machine learning experiments. The project is a stripped-down version of the nanochat LLM training core, condensed into a single-file repository of approximately ~630 lines of code. It...
Will the Pentagon’s Anthropic controversy scare startups away from defense work?
On the latest episode of TechCrunch’s Equity podcast, we discussed what the controversy means for other startups seeking to work with the federal government.
Beyond Accuracy: Quantifying the Production Fragility Caused by Excessive, Redundant, and Low-Signal Features in Regression
At first glance, adding more features to a model seems like an obvious way to improve performance. If a model can learn from more information, it should be able to make better predictions. In practice, however, this instinct often introduces hidden structural risks. Every additional feature creates ...
LatentVLA: Latent Reasoning Models for Autonomous Driving
What if natural language is not the best abstraction for driving?
The post LatentVLA: Latent Reasoning Models for Autonomous Driving appeared first on Towards Data Science.
Building Next-Gen Agentic AI: A Complete Framework for Cognitive Blueprint Driven Runtime Agents with Memory Tools and Validation
In this tutorial, we build a complete cognitive blueprint and runtime agent framework. We define structured blueprints for identity, goals, planning, memory, validation, and tool access, and use them to create agents that not only respond but also plan, execute, validate, and systematically improve ...
Camsoda AI Image Generator: Pricing Details and Feature Set
Built to support uncensored visual experimentation, Camsoda AI Image Generator enables users to generate images with fewer content barriers than those typically enforced by larger platforms. How it works To generate an image in camsoda AI you first need to go to the page of the AI girl that you want...
Conversium AI Chatbot App: Key Functions and Pricing Explained
Conversium Chatbot has been created for users who want an AI companion capable of unrestricted conversation. Rather than limiting expression, the platform emphasizes creative freedom and personalized exchanges that shift with the flow of discussion. Understanding How Conversium Chatbot Operates Conv...
PovChat Chatbot App Access, Costs, and Feature Insights
PovChat offers an AI chat experience with minimal interference. Instead of constraining discussions, it supports free expression and adjusts its responses to match the evolving context of the conversation. How PovChat Works Behind the Scenes PovChat functions using language models that interpret and...
AI for Good: The Quiet Revolution Improving Life on Earth
Beyond the headlines of disruption and risk, AI is helping feed the world sustainably, protect wildlife, restore ecosystems, and strengthen communities—revealing a future where technology amplifies humanity’s capacity to care for the planet.
OpenAI robotics lead Caitlin Kalinowski quits in response to Pentagon deal
Hardware executive Caitlin Kalinowski announced today that in response to OpenAI's controversial agreement with the Department of Defense, she’s resigned from her role leading the company's robotics team.
Five classical data science skills are becoming the scarcest resource in tech. A 90-day roadmap to build them while everyone else chases AI hype.
The post The AI Bubble Has a Data Science Escape Hatch appeared first on Towards Data Science.
Google Launches TensorFlow 2.21 And LiteRT: Faster GPU Performance, New NPU Acceleration, And Seamless PyTorch Edge Deployment Upgrades
Google has officially released TensorFlow 2.21. The most significant update in this release is the graduation of LiteRT from its preview stage to a fully production-ready stack. Moving forward, LiteRT serves as the universal on-device inference framework, officially replacing TensorFlow Lite (TFLite...
Microsoft Releases Phi-4-Reasoning-Vision-15B: A Compact Multimodal Model for Math, Science, and GUI Understanding
Microsoft has released Phi-4-reasoning-vision-15B, a 15 billion parameter open-weight multimodal reasoning model designed for image and text tasks that require both perception and selective reasoning. It is a compact model built to balance reasoning quality, compute efficiency, and training-data req...
Unified Context-Intent Embeddings for Scalable Text-to-SQL
Your Analysts Already Wrote the Perfect PromptAuthors: Keqiang Li, Bin YangIn our previous blog post, we shared how Pinterest built Text-to-SQL with RAG-based table selection (Retrieval-Augmented Generation). That system introduced schema-grounded SQL generation and retrieval-augmented table selecti...
Google AI Releases Android Bench: An Evaluation Framework and Leaderboard for LLMs in Android Development
Google has officially released Android Bench, a new leaderboard and evaluation framework designed to measure how Large Language Models (LLMs) perform specifically on Android development tasks. The dataset, methodology, and test harness have been made open-source and are publicly available on GitHub....
Anthropic’s Pentagon deal is a cautionary tale for startups chasing federal contracts
The Pentagon has officially designated Anthropic a supply-chain risk after the two failed to agree on how much control the military should have over its AI models, including its use in autonomous weapons and mass domestic surveillance. As Anthropic’s $200 million contract fell apart, the DoD turned ...
Magentus Forms UK Advisory Board to Strengthen Clinical Diagnostics Strategy
Magentus, a leading name in clinical diagnostics, announces the formation of a UK Advisory Board to guide the next phase of its strategy and reaffirm its long-term commitment to the UK health system. The announcement marks a significant milestone in Magentus’ renewed leadership in the UK market. It ...
DataDome, Botify Partner on Agentic Commerce Control
New partnership helps businesses securely seize the agentic commerce opportunity DataDome, the leader in bot and agent trust management, and Botify, the leading all-in-one platform for AI search solutions, today announced they are partnering to help businesses prepare for, and succeed in, agentic co...
Arbital Health Sees Rapid Adoption of Actuarial AI
Payers and Providers Deploy Merlin AI to Drive Smarter Risk Contracting and Maximize Operational Impact Arbital Health, the leader in Actuarial AI-enabled infrastructure for healthcare, today announced the demonstrable success and rapid market adoption of Merlin AI, its Actuarial AI Assistant for va...