Hebbian Learning: Neurons That Fire Together, Wire Together
Author(s): Davide Coccomini Originally published on Towards AI. If we want to talk about Hebbian Learning, we need to start talking about the more general concept of bio-inspired design. Bio-inspired design, also known as biomimicry, is an innovative approach that takes cues …
From Raw to Refined: A Journey Through Data Preprocessing — Part 4: Data Encoding
Author(s): Shivamshinde Originally published on Towards AI. Photo by Héctor J. Rivas on Unsplash Why data encoding is necessary Humans can understand textual information. However, this is not the case for machines and any algorithms that machines run. Machines and algorithms only …
3 Reasons to Learn AI Risk Management in 2024
Author(s): Taimur Ijlal Originally published on Towards AI. AI Risk Management is the future… Why you should learn it ASAP You might have heard about this pesky thing called AI in 2023. If you have already gotten sick to the core of …
PowerInfer: 11x Speed up LLaMA II Inference On a Local GPU
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Some neurons are HOT! Some are cold! A clever way of using a GPU-CPU hybrid interface to achieve impressive speeds! In the last article, we saw that a clever compiler, quantization, …
Be Well, Citizen
Author(s): Dr. Adam Hart Originally published on Towards AI. Films that told the Future 003 — Demolition Man (Copyright theface.com) What is safe, and who gets to say what is safe? The topic of safety is very important; we all want to …
How Do Inherently Interpretable AI Models Work? — GAMINET
Author(s): Indraneel Dutta Baruah Originally published on Towards AI. Source: interpretable-ml-book The field of deep learning has grown exponentially and the recent craze about ChatGPT is proof of the same. The models are becoming more and more complex with deeper layers leading …
Generate Subtitles in any Language for YouTube Videos with Python
Author(s): Okoh Anita Originally published on Towards AI. Transcribing and translating a German YouTube video into EnglishImage by Author Have you ever searched for a niche topic on YouTube, say the German pension system, for example, and you realized most of the …
Will AI kill us? Or will it help us?
Author(s): Green Originally published on Towards AI. Image from the author AI has been popping up everywhere, and many people have different opinions and some people don’t really know what to feel about it. While we still don’t know a lot, we …
This AI newsletter is all you need #78
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Towards AI, Activeloop, and the Intel Disruptor Initiative are excited to collaborate to release our “Retrieval Augmented Generation for Production with LlamaIndex and LangChain.” …
Top Important Computer Vision Papers for the Week from 11/12 to 17/12
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
AI Policy Research That Matters — CAIDP Policy Clinic Review
Author(s): Cezary Gesikowski Originally published on Towards AI. Do you want to responsibly develop and deploy AI globally?image by the author via Midjourney Artificial Intelligence (AI) spans theories and activities from tagging datasets to contemplating the nature of consciousness — and everything …
Jerry Liu on Mastering AI: Unpacking RAG and the Future of Multimodal Models
Author(s): Louis Bouchard Originally published on Towards AI. The What’s AI podcast episode 25 with Jerry Liu: LlamaIndex CEO and co-founder In this insightful episode of the What’s AI podcast, we dive deep into RAG and LLMs with Jerry Liu, the co-founder …
Dense X Retrieval Technique in Langchain and LlamaIndex
Author(s): Eduardo Muñoz Originally published on Towards AI. Picture by nadi borodina from Unsplash Introduction Last December, 12th 2.023, the research paper “Dense X Retrieval: What Retrieval Granularity Should We Use?”[1] by Tong Chen, Hongwei Wang, Sihao Chen, Wenhao Yu, Kaixin Ma, …
Raw Data to Interactive Maps in the Blink of an Eye with GPT4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive UN population projection mapping with Python PlotlyDall-E 2 image: impressionist style painting of a global choropleth map with deep-blue oceans. ChatGPT is a terrific tool for generating data cleaning and visualization code …
What should I cook for dinner?
Author(s): Renu Gehring Originally published on Towards AI. Can recommender systems help? Photo by Malte Helmhold on Unsplash It is a weeknight, and the witching hour is approaching. Kids are hungry. You are in your kitchen, brainstorming what you should make for …
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