Exploring the Cutting Edge: Key Trends in the LLM and Generative AI Developer Community
July 27, 2023
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3 minutes
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2 photos
Key trends shaping practical LLM development today: democratizing AI with Skyglass, LEDITS, and lean tools; automating workflows (Watto AI, Autonomous Finance); customizing experiences (ai-jsx, Talk to Merlin); multimodal and knowledge-synthesis (Decoupage, System Pro); and responsible AI (Privacy.ai, BlindBox), while tackling data, infra, and prompt-engineering challenges.
Architecture Maestro from Now On
March 22, 2023
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3 minutes
Architectural maestro mode with GPT-4: I fed 20-year NAS Ruby scripts (rsync + Glacier) and asked to extract EXIF, reverse geocode, and index data per folder. GPT-4 rewrote, added gems, fixed version issue, parallelized IO, added a progress bar and mutex handling; it ran in ~30s and saved a day.
About Calorie Coach
January 01, 2023
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2 minutes
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2 photos
Calorie Coach is an AI-powered calorie tracker you use via SMS at 325-225-6743 (325-CALORIE) or caloriecoach.ai. It asks your age, gender, weight, and goals to tailor daily needs and track progress; just text a quick food description and you’ll get meal-time reminders. Ask for help for a reminder URL.
Launching DREAM.page
November 10, 2022
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1 minute
Today I launched DREAM.page, an AI-first personal publishing platform, and I’m excited to see how the community uses it in these early days. Check out the video walk-through, sign up here, and DM me to move from the wait list into the actual product.
AI assisted blog images
October 23, 2022
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2 minutes
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4 photos
AI-assisted blog images: Boris Johnson pulls out of Britain's leadership race, saying he has enough MPs to advance but far fewer than frontrunner Rishi Sunak. Our process uses GPT-3 and Stable Diffusion to render a distant, long-lens image of a suited man before the Houses of Parliament.
My first deep learning model: Doo Doo Detective
September 26, 2022
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3 minutes
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2 photos
I built and deployed end-to-end DL image recognizer to detect when Kona is doing her business. Using FastAI, I fine-tuned ResNet-18 on 100s of images, tested with a confusion matrix, iterated, and launched a Gradio app on Hugging Face in ~2 hours. DALL-E 2 for dog-poop data is blocked.
Stable Diffusion Test
September 08, 2022
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1 minute
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4 photos
Want to add photos to a post? Use the blogging software I’ve long wanted: select the description and click 'stable diffusion' to auto-insert a stable-diffusion tag and handle it for you. Example: photo of a puppy jumping through a muddy pond, nikon d50, 100mm, bokeh. Awesome results—thanks, rainbow tag.
Zoom meeting backgrounds (DALL·E 2)
August 01, 2022
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1 minute
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67 photos
Upgrade your next Zoom with personality using DALL·E 2 AI-generated backgrounds. Explore a wide range of options and you’re sure to find the perfect background to make your meeting stand out.
Let's test some photo frame renders!
July 17, 2022
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3 minutes
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15 photos
Sharing early blog tooling: auto handwriting via <handwriting> tags and photoreal framed image previews via <photorealpreview style='wood-frame-landscape'>; automatic portrait/landscape handling. Also demoing Octopress + Disqus, a Ruby-like processor, a 'Test Render' with iPhone 13 Pro, and DALL-E 2 generated visuals; AI writing tools coming.
More DALL·E 2 Generations
July 05, 2022
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3 minutes
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36 photos
Exploring DALL·E 2 generations: from a Leica M11 “Ultimate Question” to a glittery Bald Eagle in Audubon style, dog variations, and high-quality 2D pixel art prompts. Expect surprising results—sad clown portraits, Mao/space shuttle, NYC ice age, Venice pursuit, flying saucers, glowing aliens, and robot–human collaborations; wrappers added later.
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