AI memory systems usually have two layers: - What I know (Sliced RAG) - What I should know (LLM Wiki built by agents) But there’s a commonly overlooked layer: what I might know — the content you follow every day but haven’t actually read (X, podcasts, WeChat, RSS, etc.). These pieces fill up your information stream. You may not click into them, but they pass through your peripheral vision. In most AI systems, however, they simply don’t exist — which means the AI has no idea how you actually see the world. I recently proposed a new concept called Hubble Radius. Using FreshRSS Meilisearch, I built a private local index that turns this “unread but accessible” content into a memory layer with weights and context. It doesn’t aim for maximum coverage; instead, it prioritizes personal relevance and trust signals from your own sources. This post shares the complete implementation details — from data aggregation and search setup to integration with existing agents. It should be useful for anyone building personal knowledge systems or AI agents. Full post: 1q43.blog/post/12358/ #AI #Agents #RAG #Memory #PersonalKnowledgeManagement

Claude Obsidian = A Second Brain That Knows Everything #ClaudeCode #Obsidian #SecondBrain #PersonalKnowledgeManagement #AIWorkflow #KnowledgeBase

"The knowledge is compiled once and kept current, not re-derived on every query." - Andrej Karpathy 💡 Stop losing context in every new chat session. Learn how to build a persistent, compounding AI Knowledge Base that gets smarter with every file you add. Check it out: analyticsvidhya.com/blog/202… #AndrejKarpathy #AI #LLM #PersonalKnowledgeManagement #DataScience #AnalyticsVidhya

The science of remembering. One click away. Most of us are great at saving things: articles, highlights, notes, bookmarks. But saving isn't learning. That's why we built Recall around two research-backed learning techniques out there: • Active Recall: instead of passively re-reading your saved content, active recall is built into the entire experience, from the connections it surfaces between your saved ideas, to the knowledge graph you explore, to the way it shows what you already know as you browse the web. • Spaced Repetition: Recall surfaces your content at the exact right intervals, right before you're about to forget it. So what you learn actually sticks, long term. You already do the hard work of finding great content. Now it’s time to make sure it doesn't go to waste. #ActiveRecall #SpacedRepitition #Productivity #PersonalKnowledgeManagement

🚀 Meet remio 2.0 - Your Personal ChatGPT To celebrate our launch, we're giving away: 🎁 3x remio Annual Memberships 💳 5x $50 Amazon Gift Cards To Enter: 1. FOLLOW US @remio_ai @wangyuanzju 2. LIKE & REPOST this post (Tell us which feature you're most excited about!) On Oct 25th, we'll draw 8 lucky winners via @app_sorteos_ok #remio #giveaway #AI #Productivity #notion #PersonalKnowledgeManagement #evernote #chatgpt

I joined the "Building a Second Brain coohort" in 2021 and it was truly one of the best investments I made in my personal learning journey. Here's a thread with all my #sketchnotes: #pkm #personalknowledgemanagement #knowledgemanagement #basb

Want to take notes in Obsidian faster? 📱✨ Learn how to create iOS shortcuts that streamline your workflow and boost your productivity. Capture ideas instantly with just a tap! 🚀 Read the full guide now. #ProductivityTips #Obsidian #iOSShortcuts #NoteTaking #DigitalPlanning #TimeManagement #EfficiencyHacks #WorkflowAutomation #AppleShortcuts #PersonalKnowledgeManagement pin.it/1XajXwk1O via @pinterest

🛑 Stop losing your best #ChatGPT conversations! Built a Chrome extension to save & organise responses that matter. Limited beta: 25 spots DM to join! #AI #ProductivityHacks #BuildInPublic #SideProject #ProductivityTools #PersonalKnowledgeManagement

Great new resource from @uxlx: a podcast of presentations given at the conference over the years. Here’s my 2022 talk about knowledge gardens, which I wrote while working on Duly Noted: podcasts.apple.com/us/podcas… #PersonalKnowledgeManagement #PKM #Productivity #NoteTaking

Episode 50 of First Principles #Podcast. Thank you, @JasonMAtwood The Natural Planning Model youtube.com/watch?v=1NZYyp24… *** #Podcast #podcastingforthepeople #NewEpisode #Podcaster #PodcastersOfLinkedIn #PodcastCommunity #ContentCreation #DigitalMarketing #SocialMediaMarketing #PodcastPromotion #PodcastLaunch #Storytelling #FirstPrinciples #filing #pkm #personalknowledgemanagement #organization #clarity #teamwork #KnowledgeManagement #PKM #DigitalOrganization #SmartLearning #MindfulProductivity #InfoMastery #OrganizeYourMind #LearningJourney #NoteTaking #BrainDump #NaturalPlanningModel #projectplanning #PlanWithPurpose #ProjectClarity

🧠 Just diving deep into the #SecondBrain concept and loving it! 💡 I've started following some amazing thought leaders in this space to level up my knowledge and productivity: @fortelabs (Tiago Forte) for foundational insights 🛠️ @AugustBradley for advanced Notion techniques 📊 @mariepoulin for life & business organization tips 💼 @nickmilo for mastering Obsidian's networked thought 🕸️ @NoteCollective for a community-driven perspective 🌍 Excited to learn and build my own second brain! 🚀 #Productivity #PersonalKnowledgeManagement #Notion #Obsidian

Do you use your knowledge to make a living? Is sharing your thoughts with others important to you? Are you looking for better ways to store and connect your visual ideas? Join @zsviczian for his upcoming Visual Thinking Workshop. Read my interview with him here: mindmappingsoftwareblog.com/… #visualthinking #mindmapping #personalknowledgemanagement #pkm

📚 Integrate time blocking into your personal knowledge management (PKM): 🔸 Dedicate learning blocks to grow and develop new skills. 🔸 Organize and structure your information for optimal access and use. 🔸 Plan reflection moments to consolidate and integrate your knowledge. 🧠 #TimeBlockingForLearning #PersonalKnowledgeManagement #SkillDevelopment

A really exciting one this week: I tried some new note taking software. It's super swish! I am really liking @obsdmd so far. Click the link for some more thoughts :) #PKM #PersonalKnowledgeManagement #Notes ifearthosebigwords.wordpress…

Don't underestimate the power of knowledge management. Just as AI relies on data(@Alexandr_wang), our growth depends on how well we collect and manage knowledge. With tools like #Obsidian, you can create your own powerful "Knowledge Foundation Base" by efficiently labeling and managing meta-information. —A letter to my future self #PersonalKnowledgeManagement #CMDSPACE

지식 관리의 힘을 과소평가하지 말자. AI가 데이터에 의존하듯(@alexandr_wang ), 우리의 성장도 얼마나 잘 지식을 수집하고 관리하느냐에 달려 있다. #Obsidian 같은 도구로 레이블링과 메타 정보를 잘 관리한다면, 당신만의 강력한 "Knowledge Foundation Base"를 만들 수 있다. —미래의 나에게 보내는 편지 #PersonalKnowledgeManagement #CMDSPACE

Here's a great introduction to working smarter: Harold Jarche's "Working Smarter with Personal Knowledge Mastery" free downloadable guide. conferencesthatwork.com/inde… #learning #WorkingSmarter #HaroldJarche #PersonalKnowledgeManagement #FreeGuide #assnchat

BIG DAY — “Duly Noted” is finally here! If you've ever wanted to get more from your digital note-taking, this book is for you. P.S. while you can buy it in the usual places, consider supporting independent publishers by getting it directly from @RosenfeldMedia. As a a bonus, their ebooks are DRM-free! rosenfeldmedia.com/books/dul… #ToolsForThought #PKM #PersonalKnowledgeManagement

Happy New Year! If you're looking to get more organized in 2024, my new book will help. And it comes out TOMORROW! 🤩 You can still buy it at the pre-release price from @RosenfeldMedia — but only until tonight: rosenfeldmedia.com/books/dul… #PKM #PersonalKnowledgeManagement