It’s wild that one agent is already saving reps six hours of work by automating lead outreach. This isn’t just a new feature; it’s the ability to hire a full department of digital employees for a subscription.
AI
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Deep Research Token Usage and Billing Models
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Deep Research does use a lot of tokens, and it bills directly to the underlying models it uses behind the scenes (flash and pro).
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Striving for Humanity’s Best Beyond Divisions
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couldnt agree more. We should all strive for the best of humanity and not be divided
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Taste as the Final Frontier: AI as a Tool for Vision Execution
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Taste is the final frontier of human value. If you don't bother with that final 10%, you are just a prompt operator; if you do, you are using the AI as a high-powered brush to execute a specific vision.
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Rising Expectations, Flat Grounding in AI Models
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Expectations are rising while grounding stays flat. For high-stakes local queries, the models are still just high-speed prediction engines that favor sounding professional over being actually correct.
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Neura Robotics CEO Targets Autonomous Adaptive Manufacturing Robots
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The one problem Neura Robotics CEO wants to solve in manufacturing: robots that can't handle the unexpected.
— Lucian Fogoros (@fogoros) 23 avril 2026
His goal: fully autonomous assembly robots that adapt to new products without human intervention.
Currently impossible. Currently necessary. #HM26 #neurarobotics_ai pic.twitter.com/BCZyWbDEbWThe one problem Neura Robotics CEO wants to solve in manufacturing: robots that can't handle the unexpected.
His goal: fully autonomous assembly robots that adapt to new products without human intervention.
Currently impossible. Currently necessary. #HM26 #neurarobotics_ai -
AI Agents Aligned With Your Values and Interests
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AI agents that are aligned with your values and interests fix this.
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AI Creates Professional Arms Race Requiring Constant Effort
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AI has turned the professional world into a high-speed arms race. Since everyone has access to the same leverage, you have to work twice as hard just to maintain your edge. The finish line keeps moving further away.
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Claude and ChatGPT Replace Specialized Design Tools for Web Projects
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This pairing effectively replaces a specialized design suite for most web projects. Seeing Claude's artifacts transition into editable designs while ChatGPT renders flawless typography is the definitive design unlock.
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Prompt Injection Could Soon Target Entire Countries
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Within two years you'll be able to prompt inject an entire country