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In this first part of a two episode series, Nathan and AI scout Jason Meaux provide a sweeping overview of the first 90 days of Mamba-inspired research. They discuss the mechanistic underpinnings of Mamba architecture, Mamba's context capabilities, multi-modal applications in image segmentation and computer vision tasks, and much more. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

RECOMMENDED PODCAST: Autopilot explores the adoption and rollout of AI in the industries that drive the economy and the dynamic founders bringing rapid change to slow-moving industries. From law, to hardware, to aviation, Will Summerlin interviews founders backed by Benchmark, Greylock, and more to learn how they're automating at the frontiers in entrenched industries.

Watch first episode on automating circuit board design here: @AutopilotwithWillSummerlin

LINKS:
Show Notes and Paper Links: https://docs.google.com/document/d/1NK_a3deVL_aczORmSRw8LyujNPotpO7Kd90sIRj9Qx0/edit?usp=sharing

Nathan's First Mamba Deep Dive: https://www.youtube.com/watch?v=X5F2X4tF9iM

StateSpace.info: https://www.statespace.info/


X/SOCIAL:
@labenz (Nathan)

SPONSORS:

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The Brave search API can be used to assemble a data set to train your AI models and help with retrieval augmentation at the time of inference. All while remaining affordable with developer first pricing, integrating the Brave search API into your workflow translates to more ethical data sourcing and more human representative data sets. Try the Brave search API for free for up to 2000 queries per month at https://brave.com/api

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TIMESTAMPS:
(00:00) - Episode Start
(00:05:16) - Intro to Jason Meaux
(00:15:08) - Sponsors: Oracle | Omneky
(00:26:42) - Mamba Learning Theory
(00:29:42) - Othello Mamba
(00:30:05) - Sponsors: Brave | On Deck
(00:46:25) - Can Mamba Learn How to Learn
(01:08:20) - MoE Mamba and Black Mamba