For operators using AI daily, this changes the workflow: Before: write a great prompt, get a great output, lose the context. After: build a thinking system once, every prompt inherits it. The professionals who shifted first compound. Everyone else starts from zero every
GENERATIVE AI
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AI Creates New Work: Personal Storytelling with Family Pictures
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When new technology gets introduced people always focus on which work by humans get removed.
— Andreas Klinger 🦾 (@andreasklinger) 28 avril 2026
Not which new work gets enabled.
Beautiful use of AI – a personal love story using family pictures. https://t.co/jrLrPX6aBrWhen new technology gets introduced people always focus on which work by humans get removed. Not which new work gets enabled. Beautiful use of AI – a personal love story using family pictures.
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Prompt drift in parallel terminals fixed by hand-built markdown system
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Translation: prompt quality without persistent context produces drift. A solo operator running parallel Claude Code terminals put it best: "Each terminal has no idea what decisions I made in the other." Their workaround? A markdown file system they built by hand.
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Magnific Upscaler: Early Experience with AI Image Upscaling
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I also remember when I first got to use the Magnific Upscaler… Wild times.
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KV Cache Quantization Beyond FP8 Degrades Model Performance
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I keep seeing this advice to quantize the KVCache to 4-bit and save on memory Please don’t do that KV Cache quantization beyond FP8 usually is asking for a nerfed and incoherent model
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Builder Resources and Reflections from San Francisco
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i loooooooove getting messages like this todays email included my reflections from sf for the builders: https://
bensbites.com/p/builders -
Real-time AI collaboration in essay writing with Codex
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im writing an essay in proof using codex's in-app browser. i type directly in the document, and codex loops in parallel on the left, collaborating with me in realtime. this is obviously the future:
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In-Car AI Assistant Translates Speech into Personalized Function Calls
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For example, an in-car assistant that translates speech (intents) into function calls with extra personalization
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Astra 2: AI-Powered Video Enhancement Tool Launches
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Introducing Astra 2.
— KREA AI (@krea_ai) 28 avril 2026
this high-quality video enhancer comes with fine-grained controls like creativity, realism, or sharpness.
try it now👇 pic.twitter.com/m5iaMnbc4CIntroducing Astra 2. this high-quality video enhancer comes with fine-grained controls like creativity, realism, or sharpness. try it now