Artificial Intelligence

TL;DR Hitting Claude Code Pro usage limits does not mean upgrading to the $200/month plan - a hybrid AI stack is a smarter and cheaper alternative The tiering strategy: local models (free) for quick edits, cheap cloud APIs for general coding, and frontier models only for architecture or complex multi-file reasoning Tools like Ollama or LM Studio with coding models such as DeepSeek Coder or Qwen2.5 handle the majority of everyday tasks locally at no cost Cheap cloud inference providers (Groq, Together AI, DeepInfra) offer capable open models at fractions of a cent per session for heavier work A realistic usage split of 80% local / 15% cheap APIs / 5% frontier models dramatically reduces limit burn while keeping Claude available when it genuinely matters I keep running into the same problem with Claude Code Pro ($20/month): I burn through the usage limits faster than I expect. The obvious solution is upgrading to the $200/month plan, but that feels excessive for how I actually use it. ...

TL;DR OpenClaw is an open-source AI agent framework that enables language models to operate software directly through computer interfaces - clicking, typing, and navigating the same way a human does Unlike chatbots that only respond to prompts, OpenClaw acts as an operator - automating any software without requiring custom APIs or integrations This makes legacy enterprise software, complex dashboards, and multi-application workflows instantly automatable using computer vision and reasoning models Because it uses reasoning models rather than fixed scripts, it can adapt to unexpected states and recover from mistakes - closer to digital labor than traditional automation This represents a shift in computing: software that can build, run, and manage other software, driven by open projects improving rapidly every month Every now and then a piece of technology appears that quietly changes the rules. Not in a loud marketing way. Not with a huge product launch. Just a project sitting on GitHub that makes you stop, stare at the screen for a second, and think: ...

About Geoffrey Hinton is a foundational figure in artificial intelligence, particularly known for his work on artificial neural networks. A British-Canadian computer scientist and cognitive psychologist, his career is defined by several major milestones: Pioneering Deep Learning: Hinton’s research helped lay the groundwork for the resurgence of deep learning, a powerful technique that enables computers to learn from vast amounts of data. This has led to advancements in areas like image recognition, speech recognition, and natural language processing. Backpropagation Advocate: He was instrumental in reviving the idea of backpropagation, a learning algorithm that allows neural networks to adjust and improve their performance. Academia and Industry: Hinton spent time at both the University of Toronto and Google (until 2023), where he co-founded the Vector Institute in Toronto and worked on Google Brain, a deep learning research team. Awards and Recognition: His contributions have been widely recognized. He’s a recipient of the prestigious Turing Award, often called the “Nobel Prize of computing,” among many other accolades. Interviews [2026-01-29] ‘Godfather of AI’ predicts ALL jobs will be in ‘wiped out’ by AI [2025-10-09] AI: What Could Go Wrong? with Geoffrey Hinton [2025-04-26] Full interview: “Godfather of AI” shares prediction for future of AI, issues warnings [2025-01-30] ‘Godfather of AI’ predicts it will take over the world [2024-06-15] Discussion on AI safety and future risks View on Twitter/X ...

TL;DR GitHub Spec Kit is a structured framework of version-controlled markdown files (spec.md, constitution.md, boundaries.md, etc.) that serve as the single source of truth for a software project Spec-Driven Development (SDD) means writing the specification first, then generating and refactoring code in alignment with it - preventing architectural drift over time Integrating Spec Kit with Cursor AI turns the spec from a static document into an active constraint the AI understands and respects The spec-first loop (define, implement, refine, repeat) creates development that is clearer, faster, and easier to maintain than ad-hoc planning SDD is especially powerful for long-term projects and large teams where shared mental models and consistent architecture matter most Spec-Driven Development is starting to reshape how modern software is planned, built, and maintained. Among the tools pushing this shift forward, GitHub Spec Kit stands out as one of the clearest, cleanest ways to bring structure and intention into your workflow. It turns the usual chaos of planning into something organised, navigable, and repeatable - and when combined with AI-powered editors like Cursor, it becomes even more powerful. ...

TL;DR Cursor AI is an AI-native editor that reads your repo with architectural awareness, reasons across files, and turns complex refactors into simple conversations Integrating GitHub Spec Kit (spec.md, constitution.md, acceptance criteria) gives Cursor a structured foundation it treats as living, authoritative constraints The combined workflow creates a tight loop: refine the spec, ask Cursor to implement, update the spec, generate more code - documentation and code feed each other in real time Key benefits include automatic consistency between spec and code, safer large-scale refactors, and faster onboarding for new contributors These tools don’t replace developers - they eliminate friction between thought and execution, letting you think at a higher level Every so often a tool appears that doesn’t just streamline your workflow - it rewires the way you think about building software. Cursor AI has done exactly that. After years of bouncing between editors, IDEs, extensions, and automation layers, nothing has delivered the same sense of “this is the future of development” as Cursor. ...

TL;DR When AI handles execution, the jobs that survive are those built on judgement, empathy, embodied skill, accountability, and taste - none of which AI can fully replicate The five durable categories are: human relationship professionals, AI wranglers and system architects, skilled trades, creative producers, and human trust and accountability roles Skilled trades (plumbers, electricians, HVAC engineers) are particularly resilient because general-purpose robots that handle unpredictable physical environments remain a hard unsolved problem AI wranglers - people who set objectives, constraints, and guardrails for AI systems - are a new and growing category driven by regulation like the EU AI Act and NIST’s AI Risk Management Framework The meta-pattern is interpretation vs execution: AI excels at execution, so high-value humans are those who bring judgment and responsibility to the question of what should be built and why Assume AI is “everywhere” - what still needs actual humans? ...

AI Tools Art & Graphic Design AutoDraw - fast drawing for everyone Adobe Firefly - generative AI tool with Generative Fill, part of Adobe Photoshop Cleanup.pictures - remove unwanted object, defect, people or text from your pictures DALL·E 2 - creates realistic images & art from a description in natural language Deep Nostalgia - animate your family photos Instorier - picture to 3D tool Leap - generate images, edit them, fine tune models, retrieve text context and more with best-in-class APIs and SDKs Leonardo - create stunning game assets with AI Microsoft Designer - stunning designs, made lightning fast with AI Midjourney - generates images from natural language descriptions, called “prompts” (similar to OpenAI’s DALL-E & Stable Diffusion) PixTeller online image editor & animation maker to create posters, animated gifs, logos, banners, invitations, flyers, animated logos, video thumbnails & more Playground - create any image from your imagination Stockimg AI - generate with AI: book covers, wallpapers, posters, logos, stock images, illustrations & art StyleDrop - text-to-image generation in any style ChatBot BuddyGPT - the power of ChatGPT, on WhatsApp & Telegram ChatGPT - an artificial intelligence chatbot developed by OpenAI (Generative Pre-trained Transformer) Cohere - build incredible products with world-class language AI Google Gemini - conversational generative AI chatbot developed by Google (formerly Bard), available in free and Pro tiers Kaizan - uses conversation intelligence to highlight client health and what will increase revenue Perplexity - chatbot that uses machine learning and Natural Language Processing (NLP) to respond to user questions Playground - explore the capabilities of various AI models developed by OpenAI Quickchat - technology to build AI assistants that talk like a human Typewise - AI writing solution for customer service and sales teams Chrome Extensions alicent - browser extension for ChatGPT Compose - Chrome extension that cuts down your writing time with AI-powered autocompletion & text generation FinalScout - ChatGPT-powered email finding & outreach at scale Voilà - personal AI assistant for supercharged productivity Poised - AI-powered communication coach that helps you speak with confidence and clarity Wiseone - helps you master any topic you are reading online by bringing relevant and reliable information Customer Support Forethought - generative AI for customer support Design Flair - AI design tool for branded content Galileo AI - creates delightful, editable UI designs from a simple text description Co-Pilot AskCodi - speed up the development process through tools, ask Codi AI to answer coding questions, explain code, document, or test code GitHub Copilot - cloud-based artificial intelligence tool developed by GitHub and OpenAI to assist users of Visual Studio Code, Visual Studio, Neovim, and JetBrains integrated development environments by autocompleting code. KoPylot - open-source AI-powered Kubernetes assistant to help developers & DevOps engineers easily manage & monitor their Kubernetes clusters Monica - Chrome extension powered by ChatGPT Replit - build software collaboratively with the power of AI, on any device, without spending a second on setup UseChatGPT - use ChatGPT, Bard, Bing Chat & Claude on any website without copy & pasting Wiseone - AI-powered browser extension that offers a new way of reading & exploring information Gaming Nvidia Game AI Voyager - open-ended embodied agent with large language models (LLMs) Marketing Automizy - email marketing software designed to increase your email open rates Music Audoir - AI lyrics & poetry generator Beatoven - create customisable royalty free music that elevates your story Boomy - create original songs in seconds Brain.fm - get more done with less effort & unlock your best self on demand LALAL.AI - extract vocal, accompaniment & various instruments from any audio / video Muzeek - aim to save venues and promoters a ton of time, help artists and their teams automate opportunities Soundraw - royalty-free AI generated music WavTool - make high-quality music with an AI assistant in the browser, for free Project Management LiquidPlanner - project management solution that dynamically adapts to change and manages uncertainty to help teams plan, predict, and perform with confidence Prompt Engineering Borriss The Advanced Prompt Writer Tool - write complex prompts in seconds Text to Speech & Voice Cleanvoice - removes filler sounds, stuttering and mouth sounds from your podcast or audio recording LOVO - AI voice generator and Text to Speech Murf - AI voice generator and Text to Speech Speechify - mobile and desktop app that reads text aloud using a computer generated Text to Speech voice Voicemaker - online free Text to Speech converter Video Descript - write, record, transcribe, edit, collaborate, and share your videos and podcasts Elai - build customized AI videos with a presenter in minutes without using a camera, studio and a green screen Steve AI - make professional videos in minutes Website Builders 10Web - AI-powered WordPress platform Durable - AI website builder that generates an entire website with images and copy in seconds Writing AISEO - AI writing assistant that delivers undetectable, human-like content in just a few clicks Beautiful - jumpstart your presentations Bertha - create engaging content without the hassle of creating it Decktopus - AI-powered presentation generator Fireflies - automate your meeting notes: record, transcribe, search and analyze voice conversations Gamma - start writing beautiful & engaging content with none of the formatting and design work Jasper - AI writer and AI art generator Kickresume - create a beautiful resume in minutes using AI & customizable templates Notion - organizational tools including task management, project tracking, to-do lists, bookmarking, and more Ocoya - create and schedule social media, content marketing & copywriting quicker using AI Paperpal - real-time, subject-specific language suggestions that help you write better, faster Postwise - craft engaging posts with AI, schedule effortlessly and watch your followers grow Quillbot - AI-powered paraphrasing tool to enhance your writing Saga AI - write faster, and do better work directly in Saga with the help of a digital AI assistant Scribe - automatically create step-by-step guides in seconds simply by watching you work Simplified - supercharge content creation Sudowrite - AI novel writing assistant that makes the creative writing process more fun and interactive Text Blaze - eliminate repetitive typing and mistakes Trinka - online grammar checker and language correction AI tool for academic and technical writing Writesonic - create SEO-optimized and plagiarism-free content for your blogs, ads, emails, and website 10X faster YouTube Eightify - YouTube summaries powered by ChatGPT TubeBuddy - optimize your YouTube channel faster Other Adriel - handle complex marketing campaigns and reach your advertising goals AdScale - boost your ad performance by automating everything from ad creation, and optimization, to audience targeting and performance tracking Akkio - predictive AI for Analysts Audiense - audience Intelligence platform, helping marketers and consumer researchers to be innovative and develop relevant audience-centric strategies through proprietary social consumer segmentation Bardeen - mission is to help people leverage technology, do more of what they love, and stay in the flow Brancher - connect AI models to build AI apps in minutes, with no-code Decoherence - create what can’t be filmed DoNotPay - the world’s first robot lawyer Fyle - real-time expense management Google Flood AI Hints - AI assistant that integrates with any software to perform tasks on your behalf Krisp - improves the productivity of online meetings with its AI-powered Voice Clarity and Meeting Assistant Lavender - sales email assistant powered by AI Mixo - helps entrepreneurs quickly launch and validate their business ideas MosaicTrack - smart recruiting solution that leverages the cognitive power of artificial intelligence to read through resumes and social profiles to find the best talent based on culture fit and skill set Nosto - commerce experience platform - an integrated suite of data-fueled personalization and merchandising solutions Octane AI - Shopify app for AI-powered customer engagement Outfits AI - try on any outfits using AI Regie - AI sales assistant for email Snazzy - gives you great content ideas for social media ads, landing pages and more Sprout Social - extract real business value from social Taskade - AI-powered workspace for productivity TldV - AI meeting recorder and summarizer Twain - AI writing assistant Vondy - AI app builder Voyado Elevate - intelligent search and merchandising for online retailers Warmer - AI cold email outreach WNR - prompts made easy with AI templates Research Consensus - search engine that uses AI to extract and distill findings directly from scientific research SciSpace - do hours worth of reading and understanding in minutes Scholarcy - reads your research articles, reports and book chapters in seconds and breaks them down into bite-sized sections Spec-driven Development (SDD) GitHub Spec Kit - toolkit to help you get started with Spec-Driven Development (SDD) - specifications become executable, directly generating working implementations rather than just guiding them Twitter BlackMagic - enhanced Twitter for pro tweeters Hypefury - personal assistant to grow & monetize your Twitter audience Tribescaler - get more impressions, grow a better network and earn more money Tweet Hunter - build & monetize your Twitter audience Tweetlify - create viral tweets, grow followers & make money AI Research Companies Boston Dynamics - create exceptional robots that enrich people’s lives Fast.ai - making deep learning easier to use Google AI - a division of Google dedicated to artificial intelligence Midjourney - independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species OpenAI - AI research and deployment company Stability - building the foundation to activate humanity’s potential Tesla AI & Robotics - developing & deploying autonomy at scale in vehicles & robots Related Reading List of AI GitHub Projects The Complete AI Developer’s Guide: Resources and Best Practices List of AI Courses & Learning Resources AI Conferences Worth Following AI Explainers

About Sergey Brin is the co-founder of Google and a prominent voice in AI discussion and investment. His perspective on foundational AI developments, the role of open-source models, and the future of human-computer interaction has shaped industry thinking as Google and others navigate the competitive landscape of frontier AI. Interviews [2025-05-20] Sergey Brin, Google Co-Founder | All-In Live from Miami Timestamps: (0:00) The Besties welcome Sergey Brin (0:40) Sergey on his return to Google, and how an OpenAI employee played a role (5:58) AI’s true superpower and the next jump (12:23) AI robotics: humanoids and other form factors (17:07) Future of foundational models and open-source (19:59) Human-computer interaction in the age of AI (31:09) Partner shoutouts: Thanks to OKX, Circle, Polymarket, Solana, BVNK, and Google Cloud Note: This page will be expanded with additional Sergey Brin interviews as they become available. ...

About This debate explores urgent questions about AI’s impact on employment and the workforce. Contributors discuss the timeline for AI-driven job displacement and the societal preparations needed to adapt to rapid automation. Key Topics: Speed of AI agent adoption in the workplace Jobs and sectors facing near-term disruption Skills and roles that will remain in demand Education and training priorities for workers Video AI AGENTS EMERGENCY DEBATE: These Jobs Won’t Exist In 24 Months! Worth watching for the practical implications of agent AI and perspectives on workforce adaptation strategies. ...

Overview Wow, crazy times, the best technology in the world is now becoming incredibly cheap and accessible to everyone! 🤯 DeepSeek’s AI chatbot has become the top free app on Apple’s store since its January launch. This rapid success, fuelled by DeepSeek’s cost-effectiveness compared to US competitors, has sent shockwaves through financial markets. Venture capitalist Marc Andreessen has lauded DeepSeek’s AI as a “groundbreaking achievement”, while the company claims its models rival industry leaders like ChatGPT at a fraction of the cost. DeepSeek reportedly invested only $6 million in its development, a stark contrast to the billions spent by US AI companies. ...