@JiangSH24 Profile picture

Shuhua Jiang

@JiangSH24

Integrative & Functional Medicine; Personalised&Precision Nutrition; Digital Health

Joined December 2021
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Really interesting! I will have a try!

NotebookLlama: An Open Source version of NotebookLM. @AIatMeta released an example of how to recreate @Google's NotebookLM application using Llama and other open Models to convert PDFs into Audio Podcasts from pre-processing to text-to-speech. 👀 TL;DR: 🔄 Uses a multi-stage…

_philschmid's tweet image. NotebookLlama: An Open Source version of NotebookLM. @AIatMeta released an example of how to recreate @Google's NotebookLM application using Llama and other open Models to convert PDFs into Audio Podcasts from pre-processing to text-to-speech. 👀

TL;DR:
🔄 Uses a multi-stage…


Interesting.

How AI is Reshaping Human Thought and Decision-Making New research introduces "System 0," where AI enhances human thinking. But over-reliance on AI could impact cognitive autonomy—critical guidelines are essential. neurosciencenews.com/ai-human-decis…



Shuhua Jiang Reposted

There are rumors that @OpenAI o1 might have learned internal “search” for the CoT using a similar method to Stream of Search (SoS). 🤔  In SoS, you train language models to perform structured search and backtracking on a continuous sequence (a "stream") of actions, teaching it to…

_philschmid's tweet image. There are rumors that @OpenAI o1 might have learned internal “search” for the CoT using a similar method to Stream of Search (SoS). 🤔 
In SoS, you train language models to perform structured search and backtracking on a continuous sequence (a "stream") of actions, teaching it to…

Love it

"Empathy Singularity " promptshare: Cognitive Jazz meets techno sentience🔥❤️🔥 @JohnNosta metaphors on LLMs and amplified through #aiArt Lyrics: Title: The Empathy Singularity Verse 1: In days where minds reflect in mirrored art, And brass and steel do learn as mortals…



Shuhua Jiang Reposted

"Empathy Singularity " promptshare: Cognitive Jazz meets techno sentience🔥❤️🔥 @JohnNosta metaphors on LLMs and amplified through #aiArt Lyrics: Title: The Empathy Singularity Verse 1: In days where minds reflect in mirrored art, And brass and steel do learn as mortals…

❤️Is Empathy the Missing Link in AI's Cognitive Function? 🧠Thinking with your head, without your heart, may be an empty proposition. When we think of human cognition, we often focus on intelligence, problem-solving, and creativity. But research shows that empathy plays a…

JohnNosta's tweet image. ❤️Is Empathy the Missing Link in AI's Cognitive Function?

🧠Thinking with your head, without your heart, may be an empty proposition.

When we think of human cognition, we often focus on intelligence, problem-solving, and creativity. But research shows that empathy plays a…


Shuhua Jiang Reposted

What if AI could not only learn from data but also reflect on its own reasoning to continuously improve—without relying on static datasets, teaching itself to solve problems in a structured manner? 🚀We're excited to introducing PRefLexOR: A Philosophically-inspired AI framework…


Shuhua Jiang Reposted

OpenAI quietly just released a multi-agent orchestration framework called Swarm. Here's a quick breakdown of how it works... > Agents (aka routines) have a system prompt with a step by step plan for how to do something + tool functions that you may want to be invoked > When…

tedx_ai's tweet image. OpenAI quietly just released a multi-agent orchestration framework called Swarm. Here's a quick breakdown of how it works...

>  Agents (aka routines) have a system prompt with a step by step plan for how to do something + tool functions that you may want to be invoked

>  When…

That sounds amazing!

What I love most about Swarm is its simplicity. It doesn’t try to do too much, but rather just enough. It’s our example to help you get started. Check out the cookbook as the place to get started: cookbook.openai.com/examples/orche…



Such is complex adaptive system!

OpenAI's new paper on machine learning agents identifies the prospect of agents improving their own code, and therefore their capabilities, significantly faster than human researchers

tsarnick's tweet image. OpenAI's new paper on machine learning agents identifies the prospect of agents improving their own code, and therefore their capabilities, significantly faster than human researchers


Shuhua Jiang Reposted

Very interesting paper. It is quite reminiscent of biological systems, which enabled the emergence of intelligence from a high level of complexity, with many feedback regulatory mechanisms to avoid falling into chaos. Perhaps. attention+scale+complexity is all you need for AGI?

How does complexity shape intelligence? 🤔 In our new paper Intelligence at the Edge of Chaos, we explore the relationship between complex systems and the emergence of intelligence in AI models. Can complexity alone unlock smarter systems? 🌌🧠 #AI #complexity

david_van_dijk's tweet image. How does complexity shape intelligence? 🤔

In our new paper Intelligence at the Edge of Chaos, we explore the relationship between complex systems and the emergence of intelligence in AI models. Can complexity alone unlock smarter systems? 🌌🧠 #AI #complexity…


Such an interesting exploration! I have been passionate about integration of AI and integrative medicine, particularly large language models (LLMs) and knowledge graphs, can be applied to integrative medicine,especially in understanding complex adaptive systems.

ASI is almost here. See you in the year 4024. In the "Overparametrized LLM: COMPLEX Reasoning" YouTube video from Yale University, the speaker explores the relationship between system complexity and the intelligence of large language models (LLMs) through a new study that uses…



Shuhua Jiang Reposted

Can we build more capable AI agents by learning from cognitive science? Cognitive Architectures for Language Agents (CoALA) introduces a structured approach to design AI Agents by integrating cognitive architecture principles with modern LLMs. CoALA describes three key…

_philschmid's tweet image. Can we build more capable AI agents by learning from cognitive science? Cognitive Architectures for Language Agents (CoALA) introduces a structured approach to design AI Agents by integrating cognitive architecture principles with modern LLMs.

CoALA describes three key…

Shuhua Jiang Reposted

NotebookLM workshop ~ how to add documents, steer and prompt generated audio. Watch @stevenbjohnson at @betaworks yesterday at the Mesh Ed event thanks to @Betsey_MeshEd cc: @jeremyphoward


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