Media Summary: Huge thanks to KiwiCo for sponsoring today's video! Go to and use code WELCHLABS for 50% ... Can AI truly understand cause and effect? In this episode of *SciPulse,* we dive into a groundbreaking research paper: ... Geometry of Machine Learning Special Lecture 9/16/2025 Speaker: Yann LeCun, NYU & META Title: Self-Supervised Learning, ...

Jepa The World Model Endgame - Detailed Analysis & Overview

Huge thanks to KiwiCo for sponsoring today's video! Go to and use code WELCHLABS for 50% ... Can AI truly understand cause and effect? In this episode of *SciPulse,* we dive into a groundbreaking research paper: ... Geometry of Machine Learning Special Lecture 9/16/2025 Speaker: Yann LeCun, NYU & META Title: Self-Supervised Learning, ... LLMs excel at token prediction, but struggle to form internal representations of the physical What if the biggest mistake we ever made in AI was teaching machines to talk before we taught them how the The Geometry of Planning: Temporal Straightening in Latent Space. Imagine trying to navigate a city where the roads constantly ...

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How AI Learns to Predict the Future
What is JEPA, and how will it impact World Models ?
Yann LeCun's $1B Bet Against LLMs [Part 2]
Yann LeCun's $1B Bet Against LLMs [Part 1]
JEPA - A Path Towards Autonomous Machine Intelligence (Paper Explained)
World Models and JEPA (Part 2)
LeWorldModel: why JEPA collapse still matters for world models
Beyond Pixels: How Causal-JEPA Learns World Models through Object-Level "What-Ifs
Yann LeCun | Self-Supervised Learning, JEPA, World Models, and the future of AI
World Models Explained: JEPA, Energy-Based Learning and the Limits of LLMs
[JEPA, EBM, World Models] AMI Labs and the Architecture of Actionable World Models. From LLM to JEPA
Beyond LLMs: JEPA and the Road to AGI – the main milestones so far
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How AI Learns to Predict the Future

How AI Learns to Predict the Future

How does an AI learn how the

What is JEPA, and how will it impact World Models ?

What is JEPA, and how will it impact World Models ?

VIDEO TITLE What is

Yann LeCun's $1B Bet Against LLMs [Part 2]

Yann LeCun's $1B Bet Against LLMs [Part 2]

Huge thanks to KiwiCo for sponsoring today's video! Go to https://www.kiwico.com/welchlabs and use code WELCHLABS for 50% ...

Yann LeCun's $1B Bet Against LLMs [Part 1]

Yann LeCun's $1B Bet Against LLMs [Part 1]

... 27:22 - DINO 28:58 -

JEPA - A Path Towards Autonomous Machine Intelligence (Paper Explained)

JEPA - A Path Towards Autonomous Machine Intelligence (Paper Explained)

jepa

World Models and JEPA (Part 2)

World Models and JEPA (Part 2)

What are

LeWorldModel: why JEPA collapse still matters for world models

LeWorldModel: why JEPA collapse still matters for world models

LeWorldModel argues that pixel

Beyond Pixels: How Causal-JEPA Learns World Models through Object-Level "What-Ifs

Beyond Pixels: How Causal-JEPA Learns World Models through Object-Level "What-Ifs

Can AI truly understand cause and effect? In this episode of *SciPulse,* we dive into a groundbreaking research paper: ...

Yann LeCun | Self-Supervised Learning, JEPA, World Models, and the future of AI

Yann LeCun | Self-Supervised Learning, JEPA, World Models, and the future of AI

Geometry of Machine Learning Special Lecture 9/16/2025 Speaker: Yann LeCun, NYU & META Title: Self-Supervised Learning, ...

World Models Explained: JEPA, Energy-Based Learning and the Limits of LLMs

World Models Explained: JEPA, Energy-Based Learning and the Limits of LLMs

LLMs excel at token prediction, but struggle to form internal representations of the physical

[JEPA, EBM, World Models] AMI Labs and the Architecture of Actionable World Models. From LLM to JEPA

[JEPA, EBM, World Models] AMI Labs and the Architecture of Actionable World Models. From LLM to JEPA

What if the biggest mistake we ever made in AI was teaching machines to talk before we taught them how the

Beyond LLMs: JEPA and the Road to AGI – the main milestones so far

Beyond LLMs: JEPA and the Road to AGI – the main milestones so far

JEPA

JEPA - Geometry of planning. Curvature Regularization. Gradient-based Optimization in World Models .

JEPA - Geometry of planning. Curvature Regularization. Gradient-based Optimization in World Models .

The Geometry of Planning: Temporal Straightening in Latent Space. Imagine trying to navigate a city where the roads constantly ...