AI Agent Economy

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Understanding AI and learning outcomes
AI Agent Economy

Understanding AI and learning outcomes

OpenAI just launched a measurement suite to track whether AI actually helps students learn, and the timing tells you everything about where Ed Tech is heading. The Signal The Learning Outcomes Measurement Suite isn't just another product launch. It's OpenAI acknowledging what every school district has been screaming about for the past year: we have no idea if this stuff works. You can't

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Claude Code costs up to $200 a month. Goose does the same thing for free.
AI Agent Economy

Claude Code costs up to $200 a month. Goose does the same thing for free.

Block just handed developers a middle finger to Silicon Valley's favorite business model: the monthly subscription for tools they could run themselves. The Signal Goose, Block's open-source AI coding agent, hit 26,100 GitHub stars by doing exactly what Claude Code does, charging exactly zero dollars. That's not a David-versus-Goliath story. That's a wake-up call about where the value actually sits

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NotebookLM can now summarize research in ‘cinematic’ video overviews
AI Agent Economy

NotebookLM can now summarize research in ‘cinematic’ video overviews

Google just turned your research notes into animated explainer videos, and nobody's talking about what this means for the last defense of human knowledge work. The Signal NotebookLM's jump from slideshow narration to full animation isn't just a feature update. It's Google stacking three models (Gemini 3, Nano Banana Pro, Veo 3) to automate the entire pipeline from research synthesis to

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