Juan Carlos Niebles
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  • The Generalization Gambit - Does It Still Matter in the Age of Big AI?

    Big AI models are now trained on tons of data, is "generalization" (performing on new data) still important? Is generalization an outdated concept or crucial for real-world reliability?

    4 min read   ·   April 22, 2025

    2025   ·   ai-salon

  • Are your Visual Programs Right for the Wrong Reasons?

    ViUniT, Making AI visual reasoning reliable, one unit test at a time.

    5 min read   ·   April 17, 2025

    2025   ·   multimodal-ai   ·   research

  • Introducing TACO - Salesforce AI Research's Family of Multimodal Action Models - Salesforce

    We present TACO, a family of multi-modal large action models designed to improve performance on complex questions that require multiple capabilities and demand multi-step solutions. 

    7 min read   ·   January 16, 2025   ·   salesforce.com

    2025   ·   multimodal-ai   agents   ·   research

  • A World of Multi-AI-Agents

    Single-agent and multi-agent architectures

    5 min read   ·   December 09, 2024

    2024   ·   agents   ·   ai-salon

  • Hey assistant, don't let me forget my card at the ATM!

    A new benchmark for video understanding.

    4 min read   ·   December 06, 2024

    2024   ·   multimodal-ai   ·   research

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© Copyright 2026 Juan Carlos Niebles. Last updated: June 2026.