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12 writings found
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Teaching AI to Actually Navigate Maps: Why Path Tracing Is Harder Than It Looks
Google's MapTrace shows how synthetic data generation can teach multimodal LLMs spatial reasoning they never learned from internet scraping.
Teaching AI to Navigate: Why Path Tracing on Maps Is Harder Than It Looks
Google's MapTrace reveals a surprising gap in AI capabilities: multimodal models can recognize images but struggle with basic spatial navigation on maps.
Teaching AI to Navigate Maps Like Humans Do
Google's MapTrace shows how synthetic data generation can teach multimodal models spatial reasoning they never learned from training data alone.
Teaching AI to Navigate Maps Like Humans Do
Google's MapTrace tackles a fundamental gap in multimodal models: teaching AI to trace valid paths on maps through synthetic data generation.
Teaching AI Models to Actually Read Maps: Google's MapTrace Pipeline
Google researchers built a synthetic data pipeline to teach multimodal LLMs spatial reasoning. Turns out, tracing paths on maps is surprisingly hard for AI.
The Hidden Complexity of Scheduling Jobs When Your Cloud Keeps Disappearing
Google Research tackles the messy reality of cloud scheduling where capacity constantly fluctuates and one wrong decision can cascade into complete failure.
DialogLab: Google's Framework for Multi-Party AI Conversations
Google's DialogLab prototype bridges scripted and generative conversations, enabling developers to build realistic multi-agent AI interactions
Google's Natively Adaptive Interfaces: When AI Finally Gets Accessibility Right
Google Research unveils NAI, a multimodal AI framework that adapts interfaces to individual needs. Co-designed with disability communities, not for them.
The Multi-Agent Myth: Why More AI Agents Aren't Always Better
Google Research challenges the 'more agents is better' assumption with hard data, revealing when multi-agent systems actually hurt performance.
The Multi-Agent Myth: Why More AI Agents Aren't Always Better
Google Research reveals the first quantitative scaling principles for AI agents, showing when multi-agent systems help and when they catastrophically fail.
Is This the End of Traditional Google Search? Google's AI Mode and the Dawn of Conversational Queries
Alright, buckle up buttercups, because Google just dropped something that's about to make your late-night internet rabbit holes even... well, more efficient, if that's even possible.
The Rise of AI with Physical Intelligence
Imagine a world where AI doesn't just live in your computer but steps into the real world, making your morning coffee, folding your laundry, or even performing parkour.