🤖 SWE-agent, an Open-sourced AI coding agent

🦾Plus: 🍎 Apple’s ReALM ‘outperforms‘ GPT-4

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Hey folks! Let’s get into Big Data and AI craziness…

In today's edition:

  • 🔍Things To Consider When Hiring A Data Scientist

  • 🤖DLRover: An Automatic Distributed Deep Learning System

  • 🔓OpenDevin - Open Source Autonomous AI Software Engineer

  • 🔬Anatomy of OpenAI's Developer Community

  • 🎙️ OpenAI’s New Voice Cloning Model is Scary

  • 🚀 Microsoft & OpenAI to Build $100B AI Supercomputer

  • 🤖 AI Tools and Data Tools

  • 🖼️ A.I. Generated Image of the Day

In this article, we’ll explore the top ChatGPT plugins tailored to empower coders with features that streamline their coding endeavors.

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Researchers from Princeton NLP have developed SWE-agent, an open-source system that turns GPT-4 into an AI software engineering agent that can autonomously solve issues in GitHub repositories.

SWE-agent achieves accuracy similar to that of Devin (a recently viral AI agent) on the SWE-bench benchmark, resolving 12.29% of issues autonomously.

This post explains how Cloudflare integrated a Python implementation into workerd, an open-source Workers runtime, going into how Python Workers work, what its team learned in the process, and what's next for the company.

Our friends over at MongoDB have prepared a special set of compelling technology predictions for the year ahead. MongoDB team’s predictions for the upcoming year cover topics including AI, diversity in tech, security, cloud, and more.

Many machine learning engineers and data scientists very quickly pivot to building a different type of model when they don't get satisfying results with one kind of model.

Responses to a survey about GenZ suggest this new generation possesses standout differences. We explore what makes GenZ distinctive, and check out ideas for ways to work fruitfully together.

🤖 AI News:

In a new research paper, Apple researchers introduced ReALM, a new AI system that can understand on-screen tasks, conversational context, and background processes.

The 8th annual AI 100 list encompasses a wide array of startups tackling global challenges. Sakana AI's efficiency highlights the potential for lean, impactful AI enterprises in the current market.

Apple Vision Pro users can now enable spatial Personas in SharePlay-enabled apps, allowing for collaboration, gaming, and media consumption with other users in a virtual space.

Anthropic researchers have discovered a new "jailbreaking" technique called "many-shot jailbreaking" that can evade the safety guardrails of large language models (LLMs) by exploiting expanded context windows.

A lawsuit revealed that Facebook has reportedly sold all of its users' private messages to Netflix in exchange for all your watch history, while Netflix paid them $100M+ for ads.

💡Tech Talks

The 1-Year Old AI Startup That’s Rivaling OpenAI

 🔥Top AI tools to increase productivity: 

  1. DOO: The leap in your team’s evolution. With DOO, your team doesn’t just grow in numbers but in capabilities too

  2. Interview Solver is an AI Copilot that helps you pass your live coding and system design interviews.

  3. Language Atlas is a freemium platform where people can learn languages with AI

  4. 🔊 Voscribe - AI-powered transcript tool

  5. 🔍️ HoopsAI - Real-time trading insights and analysis.

  6. 🎙️ Bootcast AI - A tool to transform podcasts into interactive chatbots for audience engagement and insights

View our database of all the best AI tools for your needs:

Have cool resources to share? Submit AI tool 

 

👨‍💻 Data Tools, Libraries  

Bun 1.1 (37 minute read)

Bun is an all-in-one toolkit for running, building, testing, and debugging JavaScript and TypeScript. Its 1.1 update contains thousands of bug fixes, tons of new features and APIs, and Windows support.

Lightning Whisper MLX (GitHub Repo)

Lightning Whisper MLX is an incredibly fast implementation of Whisper optimized for Apple Silicon. It features batched decoding for higher throughput, distilled models for faster decoding, and quantized models for faster memory movement


A.I. Generated Image of the Day

I used Midjourney v6 to turn famous people into Super Smash Bros characters. The results are incredible. Albert Einstein, Elon musk, Jenson Huang (source)

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Thanks for reading. See you next time 👋

💡 Help me get better and suggest new ideas at [email protected] or @bdanalyticsnews

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