Haha we did this back in 2021, complete with an AI clone of my voice that VCs could chat with People thought I was insane back then
GENERATIVE AI
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Structured Output Limitations in AI Systems
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JSON output != JSON input I've had quite bad luck w/ forced structured outputs in general though
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Claude Models Performance Evaluation by Serious Practitioners
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almost every model, especially claude models try it. almost any serious practitioner will tell you the same.
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Kimi K2 and Qwen 3 Coder Impact on LLM Market Share
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Impact of Kimi K2 and Qwen 3 Coder on the LLM market, based on the @openrouter data in the 'programming' category. What we see is quite interesting: – Sonnet 4 models keep growing as if nothing happened – Gemini 2.5 Pro is losing share very quickly, from 15% to 9% in a
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Prompt engineering beats validation libraries for reliable outputs
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We don't really. It just works. I've seen so many validation libraries and techniques come and go, but most serious builders I know don't bother with them. They're essentially just nerd traps. Prompt the model well, and it'll output the right format 99%+ of the time.
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XML Dramatically Improves Complex AI Task Performance
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Sorry, but this is (mostly) wrong. Do they *need* XML? No. But does it improve outputs dramatically for complex tasks? Hell yes.
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Markdown Performance Limitations with Claude AI Models
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Agree, though I've found Markdown performs slightly worse on my tasks, esp. if using Claude
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XML Prompting Outperforms JSON for AI Models
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Of course, you can get way more in-the-weeds with this (see some of my prompts on my timeline), but truly, basic XML prompting is this simple. It'll almost always outperform JSON prompting, is easier to write, and easier to read.
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Microsoft Limits ChatGPT Image Generation Due to GPU Overheating
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Microsoft says ‘our GPUs are melting’ as it limits ChatGPT image generation #AI #AIio #AIInnovation #ML #DataScience #Futureofwork @timnitgebru @oriolvinyalsml @ceobillionaire @soumithchintala @waitin4agi_ @sallyeaves @bernardmarr
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Runway Aleph Video Generation Now Available for Enterprise
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Runway Aleph is now available to all Enterprise accounts and Creative Partners. Edit, transform and generate videos like never before across endless new use cases. To get started, enter Chat Mode or find our guide at the link below.