AI

TL;DR: Learn how consumer-facing AI tools can help your business in The 2024 Complete ChatGPT & Gemini AI Advanced E-Degree, now just $29.99. According to a recent study, 35% of companies worldwide are already using AI, while 50% plan to use it in some capacity in 2024. Companies use AI to automate tedious tasks, create content, get inspiration for marketing campaigns, manage customer relationships and much more. You don’t have to incorporate AI into your business, but it can help in more ways than you may…

Mechanistic Interpretability on prediction of repeated tokensThe development of large-scale language models, especially ChatGPT, has left those who have experimented with it, myself included, astonished by its remarkable linguistic prowess and its ability to accomplish diverse tasks. However, many researchers, including myself, while marveling at its capabilities, also find themselves perplexed. Despite knowing the model’s architecture and the specific values of its weights, we still struggle to comprehend why a…

Ax = 0 and proving a set of vectors is linearly independentPrefaceWelcome back to the fifth edition of my ongoing series on the basics of Linear Algebra, the foundational math behind machine learning. In my previous article, I walked through the matrix equation Ax = b. This essay will investigate the important concept of linear independence and how it connects to everything we’ve learned so far.This article would best serve readers if read in accompaniment with Linear Algebra and Its Applications by David C. Lay, Steven…

Prompt Experiments for Python Vulnerability DetectionPhoto by Alexander Sinn on UnsplashIf you are a software professional, you might dread opening the security scan report on the morning of a release. Why? You know that it’s a great tool for enhancing the quality and integrity of your work, but you also know you are going to spend the next couple of hours scrambling to resolve all the security issues before the deadline. If you are lucky, many issues will be false alarms, but you will have to manually verify the status…

If you have a paid subscription to Gemini (formerly Duet AI), you may generate images in Google Slides and Google Meet in a web browser. The feature is available to Google Workspace customers with the Gemini add-on (for $14 per user per month, paid annually for Gemini Business, or $30 per user per month, paid annually for Gemini Enterprise) and individual Gemini subscribers ($20 per month on personal accounts). Gemini in Google Slides or Meet offers an alternative to laboriously drawing custom images yourself…

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In the rapidly evolving world of large language models (LLMs), a new challenger has emerged that claims to outperform the reigning champion, OpenAI's GPT-4. Anthropic, a relatively new player in the field of artificial intelligence, has recently announced the release of Claude 3, a powerful language model that comes in three different sizes: Haiku, Sonnet, and Opus. Compared to previous models, the new Claude 3 model displays enhanced contextual understanding that ultimately results in fewer refusals (as shown in the…

Understanding how SSMs and Mamba work, along with how to get started with implementing it in Keras and TensorFlow.Source: AI Generate (SDXL)Submitted on 1st December, 2023 on arXiv, the paper titled “Mamba: Linear-Time Sequence Modeling with Selective State Spaces” proposed an interesting approach to sequence modeling. The authors — Albert Gu, Tri Dao — introduced, ‘Mamba’ that utilized ‘selective’ state space models (SSM) to achieve results that compete with the performance of the, now ubiquitous, Transformer…

Best Practices RAG with Milvus vector database, part 1Continue reading on Towards Data Science » Best Practices RAG with Milvus vector database, part 1Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of the…

Utilizing Amazon Bedrock, Google Places, LangChain, and StreamlitContinue reading on Towards Data Science » Utilizing Amazon Bedrock, Google Places, LangChain, and StreamlitContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If…