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Analyticsindiamag
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NotebookLM Creator Exits Google, Teases a Mysterious New Venture
- Raiza Martin, creator of NotebookLM, has announced her departure from Google after 5.5 years.
- She expressed pride in building NotebookLM and thanked early users for their feedback.
- Martin will be starting a new startup with colleagues Jason Spielman and Stephen Hughes.
- NotebookLM, built on Google's Gemini 1.5 model, gained popularity for its content generation capabilities.
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Medium
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Intro — Math with Python: Pascal’s Triangle
- Pascal’s Triangle is a mathematical arrangement of numbers that displays the coefficients of binomial expansions in a triangular format.
- The triangle is constructed as follows:
- Conventionally, row counts start at 0.
- In this article, we will explore the following key properties of Pascal’s Triangle
- The formal way to describe the relationship between Pascal’s numbers is through Pascal’s Rule (also known as Pascal’s Identity).
- Combination Theory focuses on the selection of items from a set where the order of selection does not matter.
- Path counting problems involve determining the number of distinct routes between specified points in a grid using combinatorial methods.
- Pascal’s triangle is linked to probability theory because it helps determine the number of occurrences of different outcomes, which can then be used to calculate their probabilities as percentages.
- Pascal’s Triangle is related to the Fibonacci Sequence in an interesting way.
- There are still many other fascinating properties of Pascal’s Triangle.
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VentureBeat
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Liquid AI’s new STAR model architecture outshines Transformer efficiency
- MIT-birthed startup Liquid AI has introduced STAR (Synthesis of Tailored Architectures), an innovative framework designed to automate the generation and optimization of AI model architectures.
- The STAR framework uses evolutionary algorithms and a numerical encoding system to balance quality and efficiency in deep learning models.
- In tests, STAR-evolved architectures outperformed highly-optimized Transformer++ and hybrid models in autoregressive language modeling.
- Liquid AI envisions STAR being used to tackle challenges in domains where the trade-off between quality and computational efficiency is critical.
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Medium
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Introducing the Swarms Evangelist Program: Build and Share Quality Agentic Content
- The Swarms Evangelist Program aims to build a community of individuals passionate about swarm intelligence and distributed AI.
- As a Swarms Evangelist, you will produce high-quality content, establish yourself as a thought leader, and receive competitive compensation.
- You'll get early access to new Swarms features, tools, and contribute to shaping the technology roadmap.
- The program encourages the creation of various types of content, including implementation guides, real-world use cases, and explorations of the potential of swarm intelligence.
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VentureBeat
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Hume launches Voice Control allowing users and developers to make custom AI voices
- Hume AI has launched Voice Control, allowing users and developers to create custom AI voices.
- Voice Control enables precise modulation of vocal characteristics without coding or sound design skills.
- Developers can adjust voices along 10 dimensions, including gender, assertiveness, enthusiasm, and more.
- Hume's focus on customization aligns with their goal of developing emotionally nuanced voice AI.
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Medium
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Is voting awesome for your health?
- The act of voting can advantage physical and mental health.
- Voting can make a sense of community and grant a sense of reason and voice.
- Voting can undoubtedly lessen depression and provoke a sense of relief and happiness.
- A 2019 report by the Rand Endeavor suggested that voting may contribute to superior well-being.
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Dev
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TIL: How to Trim Trailing Zeros【CodeWars】
- This question requires removing trailing zeros from a number while preserving its integrity.
- Input and Output Examples:
- 1450 -> 145
- 960000 -> 96
- 1050 -> 105
- -1050 -> -105
- Difficulty Level: 8kyu (easiest level on Codewars)
- Solutions:
- Solution 1: Procedural programming approach using while loop.
- Solution 2: Declarative programming approach using recursion.
- Solution 3: Uses a regular expression to remove trailing zeros.
- Solution 4: Overly complex solution.
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Medium
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Mindfulness for affliction and pain
- Sensations of torment and affliction in our bodies draw our attention.
- Mindfulness of physical sensations can help prevent injury and promote self-care.
- Emotional reactions such as fear, stress, and anger are common responses to pain.
- Practicing mindfulness can help us navigate and manage these emotional responses.
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Medium
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The Evolution of Natural Language Processing in AI-Powered Chatbots
- AI-powered chatbots utilize NLP to simulate human-like conversations.
- The evolution of NLP in chatbots started with rule-based systems and progressed to advanced transformer-based architectures.
- Key technologies include machine learning, NLP, and computer vision.
- Future directions include innovations in explainable AI, zero-shot learning, and ethical AI.
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VentureBeat
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Nous Research is training an AI model using machines distributed across the internet
- AI researchers Nous Research is training a new 15-billion parameter LLM without the need for expensive superclusters or low latency transmission.
- The pre-training process is distributed and livestreamed on a dedicated website.
- More than 75 percent of the pre-training process is completed, as at the time of publication.
- The model is pre-trained by processing extensive text datasets, capturing patterns, grammar, and contextual relationships between words.
- If successful, this novel method opens up new opportunities for distributed AI training and could shift the balance of power in AI development.
- The company's open-source distributed training technology is called Nous DisTrO (Distributed Training Over-the-Internet).
- DisTrO reduces inter-GPU communication bandwidth requirements by up to 10,000 times during pre-training, allowing models to be trained on slower and more affordable internet connections.
- DisTrO's core breakthrough lies in its ability to efficiently compress data without sacrificing model performance.
- Reduction in centralised control brings Decentralised federated learning, training diffusion models for image generation.
- The project may redefine AI innovation with enormous potential applications.
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VentureBeat
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Cohere’s Rerank 3.5 is here, and it’s about to change enterprise search forever
- AI company Cohere released Rerank 3.5, a powerful search model for global businesses.
- Rerank 3.5 can process queries across more than 100 languages, benefiting non-English speaking markets.
- The model improves information retrieval in finance, healthcare, and manufacturing, potentially saving costs and reducing risks.
- Rerank 3.5's enhanced reasoning capabilities and cross-encoding technique make enterprise search more intuitive and context-aware.
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Medium
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“Crossroads of Progress: The USA in 2024”
- The U.S. economy is facing mixed signals, with low unemployment but persistent inflationary pressures.
- The political landscape is heating up as the country prepares for the 2024 presidential election, with key issues like healthcare, immigration, and climate change in focus.
- The technology sector is thriving, with advancements in AI, renewable energy, and cybersecurity.
- The United States is facing a cultural shift, with a younger generation vocal about climate action, racial equality, and sustainability.
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Medium
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Market Basket Analysis: The Complete Guide
- Association rules and Market Basket Analysis (MBA) are widely used data analysis techniques in the retail sector.
- A project on association rules and MBA in the retail sector is introduced, highlighting its relevance for professionals in this industry.
- A curious event in the United States is shared, where a supermarket chain applied these techniques to understand purchasing patterns.
- The project is praised and readers are encouraged to support it by leaving claps and comments.
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Medium
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Building Production-Grade Autonomous Agents in less than 10 Lines of Code
- Swarms framework enables distributed, intelligent automation for various industries.
- Swarms agents collaborate and make collective decisions, enhancing productivity and reducing errors.
- Integration with orchestration tools allows scalability and efficiency in computing resources.
- Swarms empowers businesses to automate workflows and modernize operations.
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Medium
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Know what is Artificial Intelligence and what is its language?
- AI understands multiple human languages, but coding is required to make it understandable.
- Programming languages used for AI include R, Julia, C++, Prolog, and Python.
- R is an open source language for data analysis and AI programming, with inbuilt function features.
- Julia is a new language designed for scientific and technical computing, suitable for AI programming.
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