Most people are using LLMs wrong. They focus on prompts.
Winners focus on systems. Shift from: One-shot prompts
to Iterative AI workflows Generic models
to Task-specific model selection Simple answers
to Structured execution plans LLMs scale when: •
AUTOMATION
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Beyond Prompts: Building Scalable LLM Systems
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Senior leaders in big companies understand and experiment with AI
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One change over the last six months is that in every big company I talk, at least a few senior people absolutely get AI — they experiment (a lot of OpenClaw, surprisingly) & they have an intuitive sense of the exponential curve — next challenge is translating that to the firm.
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AI Gap: Tool Users Versus Toy Players, Agents Over Prompts
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Jensen is right. The gap isn't between humans and AI, but between those using it as a toy versus a tool. Building agents instead of just prompting is the difference between being a passenger and the pilot.
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Listen Labs Agents Architecture and Self-Reviewing Feedback Systems
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🎙️ Talked to @ListenLabs co-founder + CTO @florian_jue in the latest Max Agency.
— Harrison Chase (@hwchase17) 23 avril 2026
Really enjoyed hearing about the architectural decisions behind their agents, their self-reviewing feedback subagents, using sandboxes, designing abstractions, and how Listen analyzes responses at… pic.twitter.com/KiVYyHdMhWTalked to @ListenLabs co-founder + CTO @florian_jue in the latest Max Agency. Really enjoyed hearing about the architectural decisions behind their agents, their self-reviewing feedback subagents, using sandboxes, designing abstractions, and how Listen analyzes responses at
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17 Autonomous Vehicles Operating Weekly Growth Trend
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Yup. I heard it. You might win. You might not. 17 cars driving around without humans. Going up every week.
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NanoClaw 2 Enables Agent-to-Agent Communication and Automation
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Introducing @NanoClaw 2 with cofounder @Gavriel_Cohen.
— Robert Scoble (@Scobleizer) 23 avril 2026
v2 brings agent-to-agent communication, human-in-the-loop-approvals, support for 15 messaging platforms, and more. pic.twitter.com/B6RmKJ7rcTIntroducing @NanoClaw 2 with cofounder @Gavriel_Cohen
. v2 brings agent-to-agent communication, human-in-the-loop-approvals, support for 15 messaging platforms, and more. -
Deployment and Adoption of Intelligence Critical for Success
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Deployment and broad adoption of Intelligence will be decisive.
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VC Investment Automation: Percentage and Timeline Discussion
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Top stories in robotics today: – Sony’s robot just beat elite ping-pong players
– Robots are taking over Ukraine’s front lines
– Reliable Robotics’ $1B bet on robot pilots
– MIT spinout is building homes with robot arms
– Quick hits on other robotics news -
Promoting Typeless.com for AI-driven Automation and No-Code Solutions
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They have the Falcon series, right? I remember those being quite good open weight models a couple of years ago