New research reshapes the AI Index: GPT‑5.2 outperforms human pros on 70.9% of tasks, from Notion note‑taking to Shopify inventory. The study highlights GDPval as a fresh benchmark for knowledge work productivity. Dive into the numbers and see why open‑source tools matter in the next AI leap. #GPT52 #OpenAI #GDPval #knowledgework
🔗 https://aidailypost.com/news/analysis-overhauls-ai-index-gpt-52-beats-professionals-709-tasks
I've been reflecting on how creativity actually works—not the romanticised "waiting for the muse" version, but the real, practical process.
Tomorrow I'm publishing about the four stages of creativity and how understanding this framework helps us work WITH our creative process rather than fighting against it.
Those "random" idea moments during walks or late at night? Not random at all.
More tomorrow.
#Creativity #CreativeProcess #WritingCommunity #PersonalGrowth #KnowledgeWork
2026 Prediction: AI Agents Go Mainstream 🤖
By end of 2026, most knowledge workers will interact with AI agents daily - not chatbots, but autonomous systems completing multi-step workflows.
The question: What do we offload without harming our cognitive abilities?
This is the challenge I'm exploring through my Zettelkasten and AI integration experiments.
#AI #KnowledgeWork #Productivity #PKM
I'm calling it: AI agents will go mainstream in 2026. Most knowledge workers will use autonomous AI systems daily by year's end.
Am I:
Too optimistic?
Too conservative?
About right?
What's YOUR prediction for AI in 2026?
(My full analysis + predictions: https://www.ctnet.co.uk/ctnet-review-of-2025-and-predictions-for-2026/
#AI #FediPoll #TechPredictions #ArtificialIntelligence #KnowledgeWork
The central question I've wrestled with all year:
How do I use AI to enhance my thinking without it doing the thinking FOR me?
In my 2026 predictions, I explore why AI agents + long-term memory might finally solve this cognitive augmentation puzzle.
It's about expanding consciousness, not offloading it.
https://www.ctnet.co.uk/ctnet-review-of-2025-and-predictions-for-2026/
#PersonalKnowledgeManagement #Zettelkasten #CognitiveScience #AI #KnowledgeWork
"I can't think of a single instance where an unruly ego solved anything I've worked on."
#knowledgework #ego #empathy #humility
https://matthogg.fyi/a-unified-theory-of-ego-empathy-and-humility-at-work/
"The brain learns best when it's surprised — when it detects a mismatch between an expectation and a result. If you rely on a calculator for 5 x 10 and a typo gives you '500,' your brain feels no error because it never made a prediction. You bypass a fundamental learning mechanism."
"If your environment has λ = 3 and you're trying to do θ = 90 work, you're going to have a bad time."
https://justoffbyone.com/posts/math-of-why-you-cant-focus-at-work/
🔍 Was, wenn KI das Veranstaltungserlebnis erweitert statt nur zu dokumentieren?
💬 Inhalte werden live aufbereitet – Teilnehmende chatten parallel mit einer KI über Themen und Zitate.
🎙️ In einer Fishbowl könnten KI-Impulse aus anderen Sessions neue Perspektiven einbringen.
💡 Denkbar auch: Blitz-Analysen oder thematische Cluster im Verlauf.
👉 KI als Co-Intelligenz im Moment.
Wie könnte sie Live-Events bereichern?
#Loscon26 #lernOS #AI #HybridEvents #KnowledgeWork
The #AIProductivity Index (#APEX) is a new #benchmark evaluating #AImodels based on their ability to perform economically valuable #knowledgework. APEX v1.0 consists of 200 cases across four professions: investment banking, law, consulting, and medical practice. While no models achieved a 100% score, the initial results show promise for AI’s potential to unlock significant #economicvalue. https://mercor.com/blog/introducing-apex-ai-productivity-index/?eicker.news #tech #media #news
"OKRs graphs don't make your teams more focused. Repeated conversations about the goals do."
The paradox of knowledge in business environments. People getting paid for knowing the unknowable.
People should say "How should I know" more often.
How you make them do that?
How should I know?
https://www.fwends.net/articles/how-should-i-know-a-novel-approach-to-problem-solving/
An atomic note isn’t just about ideas; it’s about time. Start smaller, stop sooner, and your notes become easier to reuse and connect. ✍️ Post here: The shortest writing session that could possibly work.
#NoteTaking #KnowledgeWork #zettelkasten #writingtips
An atomic note isn’t just about ideas; it’s about time. Start smaller, stop sooner, and your notes become easier to reuse and connect. ✍️
Post here: The shortest writing session that could possibly work.
#NoteTaking #KnowledgeWork #zettelkasten #writingtips https://writingslowly.com/2024/09/11/the-shortest-writing.html
⚡ Claude Memory: Team-Boost 2025 – bereit?
▶️ Aktiviere Projekt-Memo
▶️ Spare dir Wiederholung
▶️ Steigere Team-Workflow
#ai #ki #artificialintelligence #claudememory #Anthropic #teamarbeit #workflowautomation #knowledgework
💬 LIKEN ❤️ TEILEN 🔄 LESEN 📖 FOLGEN ➕
https://kinews24.de/claude-memory-funktion-teams-anleitung-2025/
#Notion CEO #IvanZhao describes Notion as an all-in-one #productivitysoftware designed to consolidate various tools into a single platform, akin to #LEGO blocks for software. Zhao envisions a future where #AIagents within Notion and other apps automate tasks, enhancing #productivity and #knowledgework. https://www.theverge.com/decoder-podcast-with-nilay-patel/756736/notion-ceo-ivan-zhao-productivity-software-design-ai-interview?eicker.news #tech #media #news
AlphaZero's Flexibility Flaws - Garry Karsparov
"Unlike other crafts, in software engineering, it really is possible to build the roof before you finish building the walls. And it's also possible to build that roof so it doesn't even eventually line up with the walls."
#softwareengineering #developerexperience #knowledgework
https://www.fossable.org/projects/sandpolis/7-years-of-development/
"Scale is a fundamentally different problem. If you were tasked with baking a loaf of bread, you would not begin with which model of semitruck would deliver the grain."
#focus #productivity #knowledgework #scaling
https://ohhfishal.net/posts/dont-solve-problems-you-dont-have/
