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our most intelligent workhorse model

OpenAIAugust 15, 20267Views 0Likes 0Comments

3.7 Flash shows strong gains over 3.6 Flash in coding tasks like debugging and issue resolution. It also achieves higher first-pass code accuracy and has improved performance in generating production-ready code as seen in FrontierCode 1.1 Main (43.6% vs 34.4%) and DeepSWE v1.1 (65.3% vs 49.0%). In web development, 3.7 Flash generates more functional layouts…

Dyna Robotics Introduces Dyna-2: A World-Action Model Pre-Trained on 1 Million Hours of Human Video

RoboticsAugust 14, 20267Views 0Likes 0Comments

Dyna Robotics has released Dyna-2, a world-action model for robot manipulation. It was pre-trained on more than one million hours of egocentric human video. That is roughly 170 years of continuous waking experience. Robot learning has been bottlenecked by action-labelled data, which teleoperation must deliberately produce. Dyna-2 tests whether ordinary human video can substitute. The…

Becoming Human AI Is Expanding — Here’s What’s Changing

Human AiAugust 14, 20267Views 0Likes 0Comments

For years, this has been where you’ve found us — through Medium, whenever we published something worth your time. That’s changing a little, starting now. We’re expanding into a proper newsletter, so expect to hear from us more regularly than “whenever a new post goes up.” If you’ve got email notifications on for this publication, keep an eye on…

Why the Best AI Agents Are the Ones with Eyes Aiiot Talk

IoTAugust 10, 20268Views 0Likes 0Comments

The idea that AI agents need ‘eyes’ – real visual information from the real world, and not just paperwork and dashboards, have become a marker of advancement in construction technology. Yet mostly what has been referred to as an “agent” today is not actually acting based on what it sees. It narrates and alerts while…

Small Language Models with Hugging Face transformers Library + smolLM3

Data AnalyticsAugust 10, 20268Views 0Likes 0Comments

# Small But Powerful Running a 70B model in production can be expensive, slow, and, for many tasks, unnecessary. If you're building a focused pipeline like a document classifier or a multilingual support responder, a well-trained 3B model will match or beat the 70B on your specific task at a fraction of the…

Adaptive Experimentation with Meta’s Ax: A Practical Coding Guide

AI NewsAugust 10, 20268Views 0Likes 0Comments

In this tutorial, we explore adaptive experimentation using Meta’s Ax with the modern Client API. We work through a complete workflow where we tune a RandomForest model on a synthetic classification dataset while balancing predictive accuracy against model footprint. We begin by defining a mixed search space with integer, float, log-scaled, and categorical parameters, then…

3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber

OpenAIAugust 10, 20267Views 0Likes 0Comments

Developers and customers building production AI agents need higher token efficiency, lower latency, and more reliable performance. Our Flash series of models is built to meet the sweet spot of efficiency and quality to enable scaling agentic workflows. Building on Gemini 3.5 Flash, we’re introducing new Gemini models: 3.6 Flash: Our workhorse model that delivers…

Honest Abacus AI Review: ChatLLM, DeepAgent, AI Studio & More

Data AnalyticsAugust 5, 202611Views 0Likes 0Comments

Sponsored Content The Biggest Challenge Teams Face With AI Today—and the Platform That Solves It This is how the vast majority of teams currently use AI applications: one member subscribes to ChatGPT, another trusts Claude; the software developer uses an entirely different code editor, some marketer spends money on…

Onton Releases Ontology 1: A Neurosymbolic Search Model That is 2.7x More Accurate than the World’s Best E-commerce Search Engines

AI NewsAugust 5, 202611Views 0Likes 0Comments

Onton, a San Francisco-based search and discovery company, has released Ontology 1, a neurosymbolic model for complex, conversational, multimodal product search. On a 90-query benchmark scored by three independent LLM judges, Ontology 1 reached a mean precision@10 of 0.630, against 0.543 for Google Shopping and 0.469 for Amazon. It did this while indexing roughly 1%…

Introducing Lyria 3.5 in Google Flow Music

OpenAIAugust 5, 20268Views 0Likes 0Comments

Our newest music generation model, Lyria 3.5, delivers significant advancements across musicality, lyrics, and vocal quality, empowering you to craft richer tracks. We’re rolling it out today in Google Flow Music, where we want to help you create songs you love, with creative control. Here's what’s new: Improved musicality: Create richer, more complex melodic structures…