Guy G's avatar
Guy G
Oregon, USA
40+ years programming experience including recent AI and ML.
New to Contra
Cover image for Lots of projects in the works! Too many really. Opus 4.5 has...
Lots of projects in the works! Too many really. Opus 4.5 has jammed my design episodes into hyper mode. I'm glad I heard Andrew Ng talk about the exhaustion after a day of working with agentic code helpers. That showed up months ago and I still didn't recognize. Now, having to hold so much in my mind at once while it is also growing at a recognizable pace is noticeably stressful. Here is my latest build, a useful agency for questions at high accuracy with 9 different agents available to work in tandem. Special thanks to my friend Enigma Specter who provided the original backend mechanisms. I salvaged his design with a nice web UI and added a web Researcher agent: https://guyzer.pythonanywhere.com/mrce/ You will need to register but it's just an email username and password, no verification loop yet. And you'll need an API key.
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Cover image for Cyclical Adversarial Stepwise Improvement CASI: Live Demo We...
Cyclical Adversarial Stepwise Improvement CASI: Live Demo We talk frequently about AI self-correction but few projects provide a robust architectural loop for it. CASI formalizes the process of non-linear refinement: The Generator proposes a solution or concept. The Critic applies structural pressure and targeted feedback. The system cycles automatically until Structural Coherence is reached. You can now test the CASI engine live and see how an autonomous refinement process delivers structurally superior output: Try the CASI web app here: https://guyzer.pythonanywhere.com/casi/
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Cover image for Another fun project I started last year is called "CASI" for...
Another fun project I started last year is called "CASI" for Cyclical Adversarial Step-wise Improvement. It leverages the fact that when LLMs engage in self-correcting loops they get better at a task. In this case we are pitting 2 models and 2 system prompts with distinctly different purposes against each other to improve a concept or idea. This is unlike self-play and more like other-play. I would love to include an intermittent training pass or LoRa construction between cycles to make the models focus more completely. CASI is still a work in progress so use at your own frustration. If you encounter any issues please log them with the github repo, you will be helping the entire world :) https://github.com/TheOneTrueGuy/CASI
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Cover image for This work was from late last year but I've been meaning to r...
This work was from late last year but I've been meaning to revisit it with an Agentic twist. Rebuilt to remain running in real time like a guardian I think it could be truly useful. It got open-sourced in this form after the client decided not to pursue it further. It is a simple tool for analyzing enormous blocks of emails for signs of fraud or deception. It won't take much for me to elevate the performance. https://github.com/TheOneTrueGuy/Fraud-Analysis-Tool and here is the video that was made for the associated Kaggle contest: https://www.youtube.com/watch?v=do9uPzW4AVk
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Prompt Engineer(4)
Justin Denham-Luke's avatar
Justin Denham-Luke
Portland, USA
Brand Voice Strategist for small business clarity
New to Contra
Cover image for “Ethical AI Marketing Video Ad – SocialMeLab”
“Ethical AI Marketing Video Ad – SocialMeLab”
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Cover image for Brand Voice Foundation Packet Price: 300 Delivery: 3 days Se...
Brand Voice Foundation Packet Price: 300 Delivery: 3 days Service description: Get a full one time brand voice foundation packet crafted for your business. You will receive a crystal clear brand statement tone of voice profile personality traits target audience summary SEO keyword starter list and voice alignment prompts so you can write content captions ads emails and website copy with clarity. This is a single delivery package. No ongoing obligation. Perfect for business owners who want to level up their brand voice immediately. https://contra.com/s/rqcEvqPm-brand-voice-strategist-for-small-business-clarity?referralExperimentNid=DEFAULT_REFERRAL_PROGRAM&referrerUsername=justin_denham_luke_l0w4c644
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Cover image for "AI-Powered Marketing Presentation – Ethical, Strategic, Human"
"AI-Powered Marketing Presentation – Ethical, Strategic, Human"
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Cover image for "The Knight’s Oath" Ethical Branding Legendary Visual Design
"The Knight’s Oath" Ethical Branding Legendary Visual Design
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Prompt Engineer(1)