Most people in the workforce are actually overburdened with work and will just say "close enough" and use what is generated.
AUTOMATION
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Apify Launches $1M Challenge to Promote Creator Tools
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Btw we are running Apify $1M Challenge: https://
apify.com/challenge to promote more creators to build things on Apify -
Manus AI Launches Browser Operator
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Manus AI launched the Browser Operator extension to let you execute agentic tasks in any browser.
— 🚨 AI News | TestingCatalog (@testingcatalog) 18 novembre 2025
Agent Mode 🤖 https://t.co/MZvFmEQTfY pic.twitter.com/61QwKkWxIkManus AI has launched the Browser Operator extension, allowing you to perform agentic tasks in any browser. Agent Mode.
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Rocket: just commands for creators, founders, and developers
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All four builds.
No prompt engineering.
No guessing. Just commands → results. Rocket is a command system for creators, founders, and developers who are done negotiating with AI. -
Poe Adds Group Chats for AI-Human Collaboration
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Poe introduced group chats for up to 200 people to enable collaborative work between AI and humans.
— 🚨 AI News | TestingCatalog (@testingcatalog) 17 novembre 2025
Multi-human AI system 👀 https://t.co/VWgFKK2381 pic.twitter.com/0pY5X5fwrEPoe introduced group chats for up to 200 people to enable collaborative work between AI and humans. Multi-human AI system
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Game theory predicts agentic AI surge: 8x to 40% by 2026, $450B
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the future of agentic AI from perspective of game theory. 40% of enterprise software gets AI agents by end of 2026. up from 5% right now. that's 8x in twelve months. if you understand the strategic dynamics behind this shift, you capture piece of a $450 billion market by 2035.
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Google’s Agentspace live feature for Gemini Enterprise
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BREAKING : Google is working on the Agentspace live feature for Gemini Enterprise. This seems to be a multimodal voice experience where users will be able to hold voice conversations with agents. Also, "For You" homepage personalisation and more!
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Comparison of standard AI chatbots vs specialized legal GPT
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Standard AI Chatbots • General knowledge, no deep legal nuance
• Outdated info & missing citations
• Struggles with jurisdiction-specific rules @LegesGPT • Specialized legal knowledge base
• Tailored for specific jurisdictions
• Accurate, cited legal references -
LegesGPT 2.0: AI legal companion for research, review, and drafting
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Meet @LegesGPT 2.0,
— God of Prompt (@godofprompt) 17 novembre 2025
Your all-in-one AI legal companion for:
• Legal research (with cited sources)
• Document review & risk analysis
• Case law & precedent retrieval
• Legal writing & document drafting
Try it here 👉 https://t.co/CUq359hSAm pic.twitter.com/rs7xXwZqrhMeet @LegesGPT 2.0, Your all-in-one AI legal companion for: • Legal research (with cited sources)
• Document review & risk analysis
• Case law & precedent retrieval
• Legal writing & document drafting Try it here http://
legesgpt.com -
AI answers legal questions with cited sources instantly
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BREAKING: Lawyers are freaking out. This AI answers your legal questions with cited official sources in seconds. No more stress, no more uncertainty get legally protected instantly. Here’s how it works: