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IBM's New Computer Chip is Pushing the LIMITS! 🔥
In this video I discuss New IBM's Analog chip for Artificial Intelligence with IBM Staff Researcher Manuel Le Gallo-Bourdeau: https://research.ibm.com/people/manuel-le-gallo-bourdeau
The Paper: https://www.nature.com/articles/s41928-023-01010-1
Thumbnail Image Credentials: IBM https://research.ibm.com/blog/analog-ai-chip-low-power
B-ROLLS Sources:
IBM https://youtu.be/uj_2P73dSLs?si=9MzaueIRFI4eVufC
Nature Electronics https://www.nature.com/articles/s41928-023-01010-
Timestamps:
00:00 - The Problem
02:10 - New IBM Chip
03:31 - How In-Memory Computing Works
09:06 - How to run NN on the Analog Chip
14:10 - Will Analog Computers Happen?
14:47 - Training NN on Analog Chips
The Video To Watch Next:
New CPU Technology: https://youtu.be/OcoZTDevwHc
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OpenAgents: Redefining Automation with Unparalleled AI Power
OpenAgents, created by The XLang Lab at the University of Hong Kong, introduces AI language agents that transform everyday tasks such as data analysis, web browsing, and plugin integration. This platform features specialized agents like Data Agents for analytics, Plug-in Agents for connecting with online tools, and Web Agents for internet navigation, each powered by advanced AI to streamline and automate various tasks. The platform stands out by offering customizability, including agent personalization and task modification, integrating big language models like GPT-3.5 Turbo and GPT-4 for enhanced performance.
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#ai #ainews
Run MemGPT 🧠 with Local LLMs | Without OpenAI
In this video, I will show you how to run MemGPT with Local LLMs by serving them through an API server (Textgen WebUI). I will walk you through a step by step process.
Commands:
Running WebUI API:
python server.py --api --api-blocking-port 5050 \
--model airoboros-l2-70b-3.1.2.Q4_K_M.gguf\
--loader llama.cpp --n-gpu-layers 1 --n_ctx 4096 \
--threads 8 --threads-batch 8 --n_batch 512
Let's Connect:
☕ Buy me a Coffee: https://ko-fi.com/promptengineering
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🦾 Discord: https://discord.com/invite/t4eYQRUcXB
💼Consulting: https://calendly.com/engineerprompt/consulting-call
Links:
MemGPT website: memgpt.ai
MemGPT Repo: https://github.com/cpacker/MemGPT
MemGPT Video: https://youtu.be/AITOuBUi9pg
Timestamps:
[00:00] Intro
[01:10] Installing Textgen WebUI
[05:35] Setup MemGPT
[08:30] Oobabooga TextGen WebUI API
[11:43] Run MemGPT with Local LLMs
Groundbreaking Discoveries About Human Brain and Neuronal Complexity
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Hello and welcome! My name is Anton and in this video, we will talk about recent discoveries about human brain and various types of neuronal cells
Links:
https://www.nature.com/articles/d41586-023-03192-2
https://nemoarchive.org/
https://www.science.org/collections/brain-cell-census
https://www.science.org/doi/10.1126/science.adc8810
https://news.rub.de/english/press-releases/2022-06-03-developmental-neuroscience-primates-and-non-primates-differ-architecture-their-neurons
https://www.nature.com/articles/s41559-022-01933-6
https://www.nature.com/articles/s41586-023-06502-w
https://www.nature.com/articles/s41593-023-01284-w
https://elifesciences.org/articles/76143
Previous video on major discoveries: https://youtu.be/iGdFh3ENjzc
More about Neanderthals: https://youtu.be/BvrBl9-TbBs
#brain #neuron #neuroscience
0:00 Recent papers on the human brain
1:00 Human brain atlas and 3000 new types of cells
2:00 What was this collaboration for?
2:40 Unexpected complexity of cells in certain brain parts
4:00 Are there a lot of individual differences? Yes!
4:40 Physical structure appears same across species
5:10 Genetic activity is very different though
5:35 Human disorders are unique to humans
6:30 Unusual layers protecting the brain - SLYM
7:38 Axons turned out to be more unusual, especially in other species
9:35 Shape of the brain suggests apes and humans are similar only until adolescence
12:15 Hippocampus in humans is unique focusing on vision...explaining art?
13:48 New memory cell discovered
15:45 Limitations
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Images/Videos:
KAROLINSKA INSTITUTE WITH THE ALLEN INSTITUTE FOR BRAIN SCIENCE
https://www.scientificanimations.com/wiki-images%20CC%20BY%20SA%204.0%20https://en.wikipedia.org/wiki/Brainstem#/media/File:3D_Medical_Animation_Mid-Brain_Different_Parts.jpg
BruceBlaus CC BY 3.0 https://en.wikipedia.org/wiki/Brainstem#/media/File:Blausen_0114_BrainstemAnatomy.png
https://en.wikipedia.org/wiki/Axon#/media/File:Blausen_0657_MultipolarNeuron.png
Polygon data were generated by Database Center for Life Science(DBCLS) CC-BY-SA-2.1 https://commons.wikimedia.org/wiki/File:BA17_Primary_visual_cortex_-_medial_view.png
GerryShaw CC BY-SA 3.0 https://en.wikipedia.org/wiki/Microglia#/media/File:Microglia_and_neurons.jpg
The Conversation https://theconversation.com/human-and-neanderthal-brains-have-a-surprising-youthful-quality-in-common-new-research-finds-191594
Marshall Dalton/ University of Sydney
www.humanconnectomeproject.org
Dchordpdx CC BY 4.0 https://en.wikipedia.org/wiki/Astrocyte#/media/File:The_Galaxy_Within.jpg
Geyer S, Weiss M, Reimann K, Lohmann G and Turner R CC BY 4.0 https://commons.wikimedia.org/wiki/File:Human_visual_cortex_V1_cropped.png
Jan Edmiston CC BY 4.0 https://en.wikiversity.org/wiki/File:Blog_prefrontal_cortex.jpg
NIH CC BY 4.0 https://www.flickr.com/photos/nihgov/38730047881
Licenses used:
https://creativecommons.org/licenses/by/4.0/
https://creativecommons.org/licenses/by-sa/4.0/
https://creativecommons.org/licenses/by/3.0/
https://creativecommons.org/licenses/by-sa/3.0/
https://creativecommons.org/licenses/by/2.5/
https://creativecommons.org/licenses/by-sa/2.5/
https://creativecommons.org/licenses/by/2.0/
https://creativecommons.org/licenses/by-sa/2.0/
All-In Summit: Stephen Wolfram on computation, AI, and the nature of the universe
This talk was recorded live at the All-In Summit 2023 at Royce Hall on UCLA's campus in Los Angeles.
(0:00) Dave welcomes Stephen Wolfram to All-In Summit ‘23!
(2:37) Computational irreducibility
(4:58) The paradox of simple heuristics
(6:49) AI
(8:57) Cellular automata
(14:10) Limitations of AI
(18:13) Syntax, logic, LLMs and other high-potential AI realms
(23:57) Generative AI and interconcept space
(26:20) The nature of the universe
(29:54) Electrons – size, topology and structure
(31:18) Time, spacetime, gravity and the boundaries of human observers
(36:53) Persistence and other elements of consciousness humans take for granted
(38:09) The concept of the ruliad
(41:33) Joy
Follow Stephen:
https://twitter.com/stephen_wolfram
Follow the besties:
https://twitter.com/chamath
https://linktr.ee/calacanis
https://twitter.com/DavidSacks
https://twitter.com/friedberg
Follow the pod:
https://twitter.com/theallinpod https://linktr.ee/allinpodcast
Intro Music Credit:
https://rb.gy/tppkzl https://twitter.com/yung_spielburg
Intro Video Credit:
https://twitter.com/TheZachEffect
Relevant links:
https://www.stephenwolfram.com/
https://www.wolframalpha.com/
https://www.wolframphysics.org/
https://www.wolframscience.com/
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