The hottest Tools Substack posts right now

And their main takeaways
Category
Top Technology Topics

Rust vs Python. Problem statement & Python impl

Art’s Substack β€’ 79 implied HN points β€’ 14 May 24
πŸ•Ή Technology Programming Comparison Performance Tools Benchmarking
  1. Porting a system from Python to Rust led to a significant cost reduction of 1400 times, increased pipeline success rate from 85% to 99.88%, and decreased data availability time from 10 hours to less than 15 minutes.
  2. Moving from reading everything into memory to streaming fashion and eliminating the intermediate JSON format were key improvements in the data processing system.
  3. Python's interpreted nature, dynamic typing, GIL limitations, and multiple packaging options can pose challenges in production systems, making it a less ideal choice for certain needs.

Proofreading an entire book with GPT-4 for $6.88

Mindful Modeler β€’ 479 implied HN points β€’ 02 May 23
πŸ•Ή Technology AI Automation Tools Costs Workflow
  1. Proofreading an entire book with GPT-4 can help automate tasks like improving grammar, language, and cutting clutter in a draft.
  2. Using prompts to guide LLMs like GPT-4 is important for specific and successful outcomes in automated editing.
  3. The economic benefit of using GPT-4 for proofreading can be significant compared to hiring a professional proofreader, offering a balance between capabilities and cost.

Micro-tools from MKT1

MKT1 Newsletter β€’ 1 implied HN point β€’ 09 Jun 25
πŸ’Ό Business Marketing Technology Entrepreneurship Tools Resources
  1. 'Vibe coding' helps marketers create value quickly and efficiently. It's a new way to develop useful tools in marketing.
  2. MKT1 offers a variety of ready-to-use apps and prompts for building your own tools. You can customize these tools and there's guidance provided.
  3. To learn how to use these tools effectively, check out the latest newsletter and explore the template library for more resources.

Spaced Repetition

Zwischenzug β€’ 334 implied HN points β€’ 27 May 23
🚌 Education Chess Tools Application Effectiveness
  1. Spaced repetition helps you remember by reviewing just before forgetting.
  2. Tools like Chessable and Anki can automate and personalize spaced repetition for chess.
  3. Use spaced repetition for openings, tactics, and reviewing mistakes in chess, but remember it's just one tool among many for learning.
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TITAA #51: Tool People & People Tools

Things I Think Are Awesome β€’ 157 implied HN points β€’ 01 Feb 24
πŸ•Ή Technology AI VR Games NLP Tools
  1. Non-human tools with personality are becoming more common, especially with AI support.
  2. Large Language Models (LLMs) are being explored for creativity and role-playing, showing potential to improve creative output when working together.
  3. Real human behavior can sometimes view humans as disposable tools, with ongoing layoffs in industries like tech and games.

The New Era of Efficient LLM Deployment

Gradient Flow β€’ 299 implied HN points β€’ 13 Jul 23
πŸ•Ή Technology AI ML Infrastructure Tools Computer Vision
  1. AI tools are becoming pervasive in tech with potential to increase productivity and contribute trillions annually to global productivity
  2. Efficient deployment of large language models (LLMs) is crucial for businesses to scale their AI initiatives and drive digital innovation
  3. Rethinking MLOps infrastructure is essential to accommodate the scale and complexity of LLMs, with a need for solutions addressing challenges in inference, serving, and deployment

Le 10 migliori app gratuite di Intelligenza Artificiale

Vincos Newsletter β€’ 294 implied HN points β€’ 11 Mar 23
πŸ•Ή Technology AI Social media Tools Stats
  1. The article discusses the top 10 free AI apps, including those useful for marketers and creators.
  2. It highlights the importance of choosing the right VPS for website and software applications, based on technical requirements and hardware resources.
  3. Updates from tech giants like Spotify, Meta, and TikTok are mentioned, including new features like longer videos, decentralized social network, and premium content sales.

Get the Most Out of Your Custom LLMs

Gradient Flow β€’ 279 implied HN points β€’ 15 Jun 23
πŸ•Ή Technology AI Machine Learning Deep Learning Data Analysis Tools
  1. Custom Large Language Models (LLMs) and Custom Foundation Models can enhance accuracy, data privacy, and security in specialized fields like healthcare, law, and finance.
  2. Training custom models involves crucial stages like Pre-training, Supervised Fine-Tuning, Reward Modeling, and Reinforcement Learning.
  3. WeightWatcher is an open-source tool that helps analyze and improve the performance of deep learning models, aiding in conserving resources, detecting model saturation, and enhancing model quality.

Dress Me, You Fool!

SBJournal β€’ 157 implied HN points β€’ 17 Jan 24
πŸͺž Fashion & Beauty Patterns Tools
  1. A dress is a complete outfit in one garment; it's about utility and style.
  2. Classic dress silhouettes like the A-line and sheath are timeless and versatile.
  3. Different dress styles require specific sewing techniques and tools, such as special needles for knits or a serger for speed and neat finishes.

20 years of social posts (+ weekly update)

12challenges β€’ 257 implied HN points β€’ 01 Mar 24
πŸ•Ή Technology Social media Design Tools Satire Statistics
  1. The diagram shows how much social media has changed over the last 20 years, with a shift towards platforms like TikTok.
  2. The idea of using the diagram as a menu to choose preferred social media options is intriguing, revealing possible disparities in usage.
  3. The author seeks suggestions to improve the diagram's presentation and structure, anticipating future articles about social media platforms.

CodeGen News for 2024-09-09

CodeGen News β€’ 3 HN points β€’ 09 Sep 24
πŸ•Ή Technology AI Software Coding Development Tools
  1. There are new articles and tools to help developers work better with AI-generated code. It's important to stay updated on these resources to improve your skills.
  2. The newsletter features a variety of reading, watching, and listening materials that can enhance your understanding of AI in coding. Exploring different formats can make learning more engaging.
  3. Recent updates to coding projects, like GitHub Copilot and Replit, show how AI is changing software development. Keeping track of these changes can help you utilize these tools effectively.

Bonus edition: travel writing networks you need to join

Talking Travel Writing β€’ 117 implied HN points β€’ 30 Jan 24
🏝 Travel Networking Events Platforms Tools Community
  1. Joining travel writing networks can boost your profile and help you get more commissions.
  2. TravMedia offers a community for travel writers and PR professionals to exchange news and build networks.
  3. KITI Social provides tools to help travel writers showcase their work, connect with others, and find work opportunities.

Part 1: AI Use Among UX Professionals

UX Psychology β€’ 198 implied HN points β€’ 17 Aug 23
πŸ•Ή Technology AI UX Tools Data Analysis Ethics
  1. Artificial Intelligence is significantly impacting User Experience (UX) by providing new tools and methods for research and design.
  2. UX professionals have varying levels of AI knowledge and usage, with concerns including potential errors, biases, and job security.
  3. Even though many UX professionals are incorporating AI into their work, there is still caution and a desire to ensure responsible AI use and human augmentation.

Ideogram: creare immagini IA con testo

Vincos Newsletter β€’ 176 implied HN points β€’ 02 Sep 23
πŸ•Ή Technology AI Tools Stats News
  1. Ideogram is a new tool specialized in generating images with text using AI.
  2. ChatGPT Enterprise by OpenAI offers enhanced capabilities for businesses to use AI with speed and privacy.
  3. Various companies are advancing AI technologies, like Digital Watermarking for image certification and the release of chatbots like Ernie Bot by Baidu.

From bare-bones to holistic machine learning

Mindful Modeler β€’ 159 implied HN points β€’ 08 Aug 23
πŸ•Ή Technology Machine Learning Modeling Interpretability Data Tools
  1. Machine learning can range from simple, bare-bones tasks to more complex, holistic approaches.
  2. In bare-bones machine learning, the modeling choices are defined, making it about the model's performance and tuning.
  3. Holistic machine learning involves designing the model to connect with the larger context, considering factors like uncertainty, interpretability, and shifts in distribution.

Getting Started with ComfyUI on WSL2

followfox.ai’s Newsletter β€’ 157 implied HN points β€’ 10 Apr 23
πŸ•Ή Technology AI Installation Tools Generative AI
  1. Consider exploring ComfyUI as an alternative to Automatic1111 for Stable Diffusion.
  2. Installing ComfyUI on WSL2 involves setting up WSL2, installing CUDA, Conda, and git, cloning the repo, and running tests.
  3. After installation, experiment with different modules, compare outputs with Automatic1111, explore examples in the repo, and share findings.

Ambition's Gravity

Not Boring by Packy McCormick β€’ 245 implied HN points β€’ 06 Mar 24
πŸ•Ή Technology AI Space Innovation Tools Inspiration
  1. There are three main approaches to thinking about AI: fear of job loss, fear of missing out on AI skills, and using AI as a tool to achieve personal goals.
  2. Decide to do big things, determine the most ambitious goal for your life, and leverage the incredible tools available to make it happen faster.
  3. Ambition is contagious, empowering, and crucial in shaping the reality you want; name your ambition, set big goals, and watch the world contribute to making them a reality.

Prospero Pascal for the Atari ST

Goto 10: The Newsletter for Atari Enthusiasts β€’ 78 implied HN points β€’ 19 Jan 24
πŸ•Ή Technology Programming Software Development Hardware Tools
  1. Prospero Software made compilers for Atari ST and other systems like Sinclair QL and OS/2.
  2. Prospero Pascal was an extensive system with manuals totaling 718 pages, making it one of the most detailed ST development tools.
  3. The integration capability of Prospero compilers allowed for sharing libraries between Prospero Pascal, C, and Fortran, giving a unique advantage in the market.

Words

The Leftovers β€’ 99 implied HN points β€’ 12 Dec 23
🎨 Art & Illustration Writing Tools
  1. It's important to be able to write with whatever tools you have available, but also nice to have tools that you enjoy using, as they can influence your writing output.
  2. Having a variety of writing tools at your disposal can help you develop different styles and avoid being a one-dimensional writer.
  3. Notebooks can serve as important tools for developing writing techniques, similar to practicing scales and arpeggios as a musician.

Part 2: Examining UX Professionals' Attitudes Towards AI

UX Psychology β€’ 138 implied HN points β€’ 14 Sep 23
πŸ•Ή Technology UX AI Research Tools
  1. UX professionals generally have a positive outlook on incorporating AI into their work, emphasizing the importance of AI enhancing human potential rather than overshadowing it.
  2. Even though most UX professionals display a positive attitude towards AI, there is still a degree of caution evident.
  3. Individuals with higher self-reported AI knowledge tend to have more favorable attitudes towards AI and use AI tools more frequently in their work.

Autonomous AIs

Addition β€’ 137 implied HN points β€’ 21 Feb 23
πŸ•Ή Technology AI Machine Learning Research Creativity Tools
  1. Teaching AI to think its way through complex tasks can lead to more evolved AI systems.
  2. Agents in AI can iterate across tasks, enhancing their ability to handle imperfect data sets and tap into both analytical and creative sides.
  3. Autonomous AI can generate creative insights and personalize marketing, showcasing the potential for AI to be innovative and engaging.

Choosing a Product Analytics Tool

Sarah's Newsletter β€’ 299 implied HN points β€’ 27 Sep 22
πŸ•Ή Technology Analytics Vendors Tools
  1. Product analytics is crucial to understand how users engage with your product through front-end tracking data like what pages they view and buttons they click.
  2. Event tracking data helps in analyzing funnels, identifying drop-offs, and creating customized user experiences, such as re-engagement campaigns.
  3. When choosing a product analytics tool, consider features like tracking implementation, native integrations, analysis capabilities, and pricing based on your team's skillset, budget, and main purpose for utilizing event tracking data.

Dealing with AI fatigue

Artificial Ignorance β€’ 121 implied HN points β€’ 14 Feb 24
πŸ•Ή Technology AI Innovation Tools Content Future
  1. Living in the post-ChatGPT era led to a surge in AI news and development, creating a sense of fatigue among researchers and enthusiasts.
  2. Curate relevant and insightful sources to stay informed about AI without feeling overwhelmed by the constant influx of information.
  3. Experiment with new AI tools and technologies, but also know when to step back and not get caught up in trying to keep up with every single update and trend.

Grounding yourself as a programmer in the AI era, part 6

Mostly Python β€’ 314 implied HN points β€’ 11 May 23
πŸ•Ή Technology Programming AI Machine Learning Development Tools
  1. Programming in the AI era is undergoing significant changes.
  2. The future of programming lies between extremes: no programming needed with AI doing everything, and tools not being useful.
  3. AI tools have potential to democratize software development, but their effectiveness can be underestimated due to inconsistencies and non-deterministic nature.

Roles of Supervised Machine Learning in Science

Mindful Modeler β€’ 179 implied HN points β€’ 31 Jan 23
πŸ”¬ Science Machine Learning Research Tools Intervention
  1. Machine learning models play multiple roles in science: as study objects, scientific tools, and scientific models.
  2. Using machine learning models as study objects is common in science, focusing on predictive model performance comparisons.
  3. Machine learning models can be utilized as scientific tools and as scientific models, where they play a central role in understanding phenomena.

Tools & Platforms in 2023

Aashay's Newsletter β€’ 98 implied HN points β€’ 26 Feb 23
πŸ•Ή Technology Tools Platforms
  1. Entrepreneurs leverage technological advancements as building blocks for new companies.
  2. Tools are essential in the development workflow for startups, aiding in replacing repetitive processes.
  3. Platforms provide startups with unique data or distribution, enhancing their product experience.

Where is Midjourney for video? Text to video is coming (but not here yet)

Mythical AI β€’ 98 implied HN points β€’ 24 Mar 23
πŸ•Ή Technology AI Video Tools Research Papers Models
  1. Creating videos from text prompts is challenging because it involves understanding and replicating movement besides images.
  2. Existing text to image systems are amazing but doing text to video requires additional capabilities.
  3. While there are research papers and tools for text to video, there's no high-quality solution yet, but advancements are expected in the future.