Meta deployed 50 specialized AI agents to map the tribal knowledge embedded in their largest data pipelines. The finding was not that the knowledge was missing. It was that the structure was. The people who built things knew how they connected. The files did not. If you have always kept the map in your head, there is now a better place for it. Download our Windows Desktop app filamental.space #KnowledgeManagement #AI #Research

AI adoption is moving fast. Enterprise data governance needs to move faster. Before sensitive company knowledge connects to AI, organizations need to know: ✅ Where the data lives ✅ Who can access it ✅ What AI can use it ✅ How it stays protected ✅ Whether it can be audited That’s where digital sovereignty becomes critical. Learn why governed AI starts with controlled, connected, and protected enterprise knowledge: serviceaide.com/resources/bl… #DigitalSovereignty #AIDataGovernance #ResponsibleAI #EnterpriseAI #KnowledgeManagement #AICompliance

Most people use AI as a search engine. The real opportunity is turning AI into a Second Brain — one that remembers context, connects ideas, and helps you make better decisions over time. We explored how AI can move beyond chat and become a persistent knowledge layer that compounds your learning and productivity. Read more 👇 medium.com/p/02fb84969e4d #AI #SecondBrain #KnowledgeManagement #Productivity #Web3

🐝 B.E.E.S World Summit: Create Your Unique Framework_ Capture Your Knowledge! Subscribe NOW to our YouTube channel to watch more wonderful videos: @TRAINERSBOX #KnowledgeManagement #UniqueFramework #DataCapture #PersonalGrowth #InnovativeThinking

ماذا لو كان السر في النجاح ليس التنبؤ بالمستقبل، بل استغلال الفرص المتاحة اليوم؟ بينما ينشغل الكثيرون بما سيحدث بعد سنوات، يركز رواد الأعمال الناجحون على المشكلات الحالية التي تحتاج إلى حلول فورية. #PMP #PMI #ProjectManagement #KnowledgeManagement #pmiksa #PMP #إدارة_المشاريع

Fave Five Podcast 26: I interview my knowledge management colleague, Lee Romero, Deloitte Global Knowledge Services. - Audio & links stangarfield.substack.com/p/… - Video youtube.com/watch?v=PuqeefMO… #books #food #sports #music #humor #FaveFiveSG #podcast #interview #KM #KnowledgeManagement

Automating SharePoint Updates: Thread in the SIKM Leaders Community started by Molly Anglin. "How are you automating your content maintenance?" - with a reply from Sue Hanley sikm.groups.io/g/main/topic/… #KM #KnowledgeManagement #SIKM

A Complete Guide to Technical Documentation: Types and Best Practices denebrixai.com/blog/technica… #TechnicalDocumentation #SoftwareDevelopment #TechnicalWriting #SoftwareEngineering #DeveloperExperience #KnowledgeManagement

📂 Create a "Read Later" system: Instead of keeping dozens of tabs open, save articles and resources to a dedicated reading space. 📚✨ #DigitalOrganization #KnowledgeManagement

We spent years building knowledge bases that humans could read. Now we need knowledge bases that agents can actually use. Google just introduced the Open Knowledge Format, or OKF: a simple open format for representing knowledge as directories of Markdown files with YAML frontmatter. At first glance, this sounds almost too simple. But for agents, this structure matters. When knowledge lives in the file system, agents can work with it much more naturally. They can read it, edit it, move it, connect it, version it, and trigger actions around it using the same kind of integrations they already use for files and code. That is a very different model from knowledge being locked inside a wiki page or a product UI. And I think this is the bigger shift. We are moving toward knowledge bases that fit both humans and agents better: simple enough for people to read, structured enough for agents to act on, and increasingly designed around how agents consume information. This is clearly part of a wider industry direction. Grokipedia is probably the most noticeable example right now of people rethinking how large knowledge bases should be created, stored, updated, and consumed in an AI-first world. OKF is another signal in the same direction. Announcement: cloud.google.com/blog/produc… #AI #Google #OKF #OpenKnowledgeFormat #Wikipedia #Grokipedia #AIAgents #KnowledgeManagement #Markdown

AI is only as useful as the context it can access. Most teams are building that context in three separate places. lp.risa-cloud.com/index.php/… RISA unifies Chat, Wiki, and task goals inside a single ticket — so the purpose, the discussion, the decisions, and the outcome all live in one place. This isn't just about convenience. When context is complete and connected, AI can finally work with the full picture — not just fragments. Each ticket also becomes a focused workspace for smaller signals: quick ideas, minor blockers, things that get lost in async communication but quietly shape outcomes. The context AI needs to deliver real value starts with how your team captures work. #AINative #TeamCollaboration #KnowledgeManagement #RISA

With a centralized knowledge management system, your teams can access documents, SOPs, training materials, and answers instantly - powered by organized data and AI-assisted search. #KnowledgeManagement #AIKnowledgeBase #DigitalTransformation #ManufacturingTechnology #Inevia

AI is entering a new phase. The conversation is no longer about chatbots. It’s about managing fleets of autonomous AI agents. Across the industry, companies are investing heavily in agent governance, authorization, orchestration, and trust frameworks. As AI agents move from experimentation into real business operations, managing knowledge and accountability is becoming just as important as intelligence itself. The next generation of digital infrastructure may not be built around websites or apps. It may be built around trusted knowledge networks that help humans and AI agents make better decisions. That’s why NBHEG.com caught my attention. Derived from the Latin phrase Nota Bene (“take special note”), it naturally aligns with the future of verified knowledge, enterprise intelligence, and trusted AI systems. In a world filled with infinite AI-generated content, trust may become the most valuable asset. NBHEG.com A brand for the age of trusted intelligence. #AI #AgenticAI #KnowledgeManagement #EnterpriseAI #DigitalInfrastructure #Domains #Branding #FutureTech

I recently looked into an internal group that once existed at Hitachi’s Odawara Factory in Japan: “Kusuwakai” — a group formed around senior specialist workers. Public information about this group is extremely limited. But from what I know, its activities were not just ceremonial. Kusuwakai was connected to practical, on-the-ground improvement culture. Its activities included: ・presentations on work improvement ・study sessions for improvement methods ・exchange meetings with other divisions ・local cleanup and community contribution activities ・recording improvement cases in PowerPoint or Word so they could be reviewed, shared, and accumulated What I find important here is not only the activity itself. It is the habit of turning field experience into documented knowledge. A small improvement on the shop floor can disappear if it remains only in someone’s memory. But when it is presented, discussed, written down, and stored, it becomes part of the organization’s learning. This is very close to what many workplaces still need today. Not every improvement has to begin with a large digital transformation project. Sometimes it begins with one worker noticing a small inconvenience, sharing it with others, and leaving a record for the next person. That is where real workplace improvement starts. In my view, Kusuwakai represents something valuable: a culture where experienced workers did not only “do the work,” but also helped improve, teach, connect, and preserve knowledge. This kind of field-based wisdom should not be forgotten. #WorkplaceImprovement #Manufacturing #Kaizen #KnowledgeManagement #FieldWork #Hitachi #Odawara #DX #OperationalExcellence

Here is this week sweet SFL - Sweets For Life - Sweetening the weekends since 2018 @Keidi_Keating #paulocoelho #oprahsbookclub #readersdigest @BillGates #WritingCommunity #Tedtalk #knowledgemanagement #NewYorkTimes #lifequotes #lifeisgood #ShehzadRoy #soulfulweekend #economist

How does DeMinds read an Obsidian Vault? This short demo shows how DeMinds handles a Vault as a structured Markdown workspace: • Detect the Vault home • Choose the Markdown documents to open • Merge them by Vault structure • Preserve Wiki Links, Wiki Embeds, and resource paths • Generate a working Markdown document you can continue editing DeMinds is not trying to replace Obsidian. It is a local-first Markdown mind map workspace for turning existing notes, files, web pages, and AI conversations into readable, editable, and portable knowledge structures. Coming next Monday. #DeMinds #Obsidian #Markdown #LocalFirst #KnowledgeManagement

📚 EDTECH, AI LEARNING & PRODUCTIVITY ROUNDUP — June 14, 2026 1️⃣ AI E-LEARNING PLATFORM SOLD FOR $11,000 IN JUST 35 DAYS A verified indie hacker on X shared that an AI-powered edtech SaaS was acquired for $11,000 after only 35 days on the market, as featured on @trust_mrr's startup acquisition series. The deal highlights how niche educational tools with real utility can achieve quick exits — even small platforms find buyers when they solve specific learning workflows. The micro-acquisition market for education tech continues to prove that you don't need millions of users to create sellable value. @marclou 2️⃣ AI STILL CANNOT APPLY ABSTRACT LESSONS, SAYS NEW STUDY Cognitive scientist Gary Marcus shared a new study revealing that current AI systems fundamentally fail at transferring abstract lessons to novel situations. The research, originally highlighted by Rohan Paul, shows that developers are condensing past mistakes into neat summaries rather than building genuine reasoning capabilities. Marcus calls this further evidence of what he has argued for 25 years — if an AI cannot generalise a high-level insight, it is not truly learning, and this limitation has major implications for AI tutoring systems. @GaryMarcus 3️⃣ NOTEBOOKLM BECOMES AN AI EMPLOYEE WITH GEMINI 3.5 Google's NotebookLM has evolved far beyond a note-taking app. Julian Goldie reported that it now runs on Gemini 3.5 with Anti-Gravity capabilities, performing deep web research autonomously, synthesising sources, and generating outputs across multiple formats. The tool can now act as a research assistant that actively hunts for information rather than waiting for uploaded documents. For students and knowledge workers, this transforms NotebookLM from a passive organiser into an active research partner. @JulianGoldieSEO 4️⃣ COGNITIVE DEBT: THE HIDDEN COST OF SCATTERED WORK A sharp observation from developer jin on X: "Cognitive debt isn't forgetting. It's never having a place to remember." The tweet points out that critical decisions live in Slack threads, rationale dies in Jira comments, and context gets buried in Notion pages nobody can find. While code is version-controlled, the reasoning behind it is not. This concept of cognitive debt explains why teams with great tools still lose institutional knowledge and highlights the need for unified decision-tracking systems. @kuanjh_ 5️⃣ CLAUDE FABLE RUNS AUTONOMOUSLY FOR DAYS A developer shared a workflow using Claude Fable that runs persistently for extended periods, generating timestamped HTML updates with screenshots throughout the process. By spinning up a dedicated page that documents progress in real-time, the system provides continuous visibility into what the AI is doing without requiring constant manual checks. This approach turns Claude Fable into a background worker that keeps you informed — described by the user as a 10x improvement over traditional prompt-and-wait interactions. @bixxs 6️⃣ 100 AI TOOLS TO REPLACE TEDIOUS WORK Arish Ai compiled a comprehensive list of over 100 AI tools categorised by function: research tools including ChatGPT, Perplexity and YouChat; image generation with Higgsfield Soul, Midjourney and Grok; productivity platforms like Gamma and Perplexity AI; and writing assistants across multiple categories. The list gained significant traction with 10 reposts and 13 likes, reflecting the growing demand for curated tool directories that help professionals navigate the increasingly crowded AI landscape. @Tech_Arish 7️⃣ LOGPAD: A MINIMALIST APPROACH TO PERSONAL KNOWLEDGE MANAGEMENT Semore Software announced LogPad, a knowledge management app that explicitly avoids trying to be everything. Instead of a sprawling system, it focuses on being the "front door" for daily knowledge capture: quick notes, daily logs, links, tags, mentions, backlinks, Smart Folders, and Markdown export. The philosophy — "capture first, connect later, retrieve when needed" — offers a refreshing counterpoint to the complexity of tools like Obsidian or Roam Research, appealing to users overwhelmed by feature-heavy PKM platforms. @semoresoft 💭 The EdTech and productivity landscape in mid-2026 is defined by a tension between capability and simplicity. On one side, AI systems grow more autonomous — NotebookLM does web research, Claude Fable runs for days, and 100 tools promise to eliminate busywork. On the other, researchers remind us that genuine understanding remains out of reach for AI, and practitioners are pushing back against complexity in favour of focused, minimal tools. The winners won't be the most powerful systems — they'll be the ones that reduce cognitive load while actually getting things done. Which AI productivity tool has genuinely changed your workflow this year, and which one did you ditch as overhyped? 👇 #EdTech #AIPROductivity #KnowledgeManagement #AItools #OnlineLearning

🧠 A knowledge base is only valuable if people actually use it. The best tools today don't just store information they help teams find answers instantly with AI. ⚡ If you're exploring alternatives to Bloomfire, this comparison is worth checking out 👇 🔗 wonderchat.io/blog/best-bloo… #AI #KnowledgeManagement #Productivity #FutureOfWork 🚀

Archive of October 22, 2025 blog post (with links updated): Maggie Starkey - 120th in the series Profiles in Knowledge: Insights from Knowledge Management Thought Leaders and 4th in Rising Stars Series. linkedin.com/pulse/maggie-st… #KM #KnowledgeManagement #ThoughtLeaders #RisingStars