AI for teachers isn’t about tools. It’s about systems: Goals → Prompts → Activities → Feedback → Reflection. When AI is designed into pedagogy, teachers spend less time grading and more time teaching. That’s the real upgrade.
AUTOMATION
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AI-Powered Teams: Doing More With Fewer People
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You're drowning in work.
— Ronald Schmelzer (@rschmelzer) 24 janvier 2026
Revenue up. Stress up.
Your gut says "hire."
But what you actually need isn't more people – it's more work getting done.
In the AI age, those aren't the same thing.
🔗 https://t.co/3Dh093DfsZ#MicroTeams pic.twitter.com/jzaYFnGUAWYou're drowning in work. Revenue up. Stress up. Your gut says "hire." But what you actually need isn't more people – it's more work getting done. In the AI age, those aren't the same thing. https://
scalebrate.com/podcast/hiring
-without-hiring
… #MicroTeams -
Agentic AI: Beyond Chatbots – A Complete System Architecture
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Agentic AI isn’t a smarter chatbot. It’s a system: Inputs → Reasoning → Memory → Planning → Action → Feedback. If it can’t act, learn, and adapt — it’s not agentic.
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Example of the R.I.S.E. framework for marketing copy
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Here's R.I.S.E. in action for different use cases: For Marketing Copy: R: "You are a direct-response copywriter with 15 years of experience"
I: "Write a cold email sequence"
S: "3 emails, 100 words each, for SaaS CFOs, selling financial automation"
E: "Email 1 structure:
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The Chain Prompt Method: Break Prompts into Sequential Steps
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Framework 3: The Chain Prompt Method
— God of Prompt (@godofprompt) 24 janvier 2026
Stop asking for everything at once. Break it into sequential steps.
STEP 1: "Generate 10 blog topic ideas about AI automation"
STEP 2: "Pick the top 3 and explain why they'd perform best"
STEP 3: "For topic #1, create a detailed outline with… pic.twitter.com/QoItiQbglJFramework 3: The Chain Prompt Method Stop asking for everything at once. Break it into sequential steps. STEP 1: "Generate 10 blog topic ideas about AI automation"
STEP 2: "Pick the top 3 and explain why they'd perform best"
STEP 3: "For topic #1, create a detailed outline with -
Cursor and GPT-5.2 Launch Autonomous Swarm AI Browser
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why the @cursor_ai & gpt-5.2 autonomously-built browser is a big deal: https://
fortune.com/2026/01/23/cur
sor-built-web-browser-with-swarm-ai-agents-powered-openai/
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Autonomous Agents with Infinite Memory Capabilities
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🚨 BREAKING – AUTONOMOUS AGENTS WITH INFINITE MEMORY
— Abacus.AI (@abacusai) 23 janvier 2026
Imagine if you had access to an endless memory and an AI agent could do ANY Task
Introducing autonomous agents that can perform any task, store information, and context in a persistent store
🚀🚀 pic.twitter.com/KW1ogpWItLBREAKING – AUTONOMOUS AGENTS WITH INFINITE MEMORY Imagine if you had access to an endless memory and an AI agent could do ANY Task Introducing autonomous agents that can perform any task, store information, and context in a persistent store
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Systems Beat Prompt Lists for Real Productivity Gains
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Prompt lists don’t make you productive.
Systems do. AI helps when you: • standardize inputs
• reduce decisions
• repeat the same loop One system > 20 prompts. -
Create realistic characters and animated videos without knowing how to animate
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Tu ne sais pas animer ?
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 23 janvier 2026
Aucun souci.
Tu n’en as pas besoin.
AI INFLUENCER STUDIO s’occupe de tout le travail technique.
Tu peux créer un personnage réaliste à partir de zéro, personnaliser son apparence et générer instantanément des vidéos en mouvement complet.
Et c’est… pic.twitter.com/lC7QikslGIYou don't know how to animate? No problem. You don't need it. AI INFLUENCER STUDIO handles all the technical work. You can create a realistic character from scratch, customize its appearance, and instantly generate full-motion videos. And it's
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Universal Income and AI Technology: Will FSD Become Free?
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So if we’re heading toward “universal high income,” does that mean FSD eventually becomes basically free too?
Or will it just keep “improving” until it costs more than the car?