iiinova — where your digital self keeps evolving

Steven Gray @sjg.dev · 10/07/2026

Agents + Antigravity can come together to do cool things. I came up with quite the project to use agentic coding to create a Fine-Tuned Gemma model to output specific JSON objects using the UCL academic manual for a bigger project: Sneak Peak of Part 1: connected-environments.org/blog/2026-07...

connected-environments.org

Closing the Loop on Gemma 4 using Antigravity

Part 1: Building a Self-Correcting, Multi-Agent Pipeline for Autonomous Local Fine-Tuning

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Steven Gray @sjg.dev · 29/06/2025

At #GoogleIOConnect Berlin I gave a demo of My Search Story, an app that I created for #AISprint. The app creates fantastical stories based on your Data Portability search history using Google excellent GenAI tools. More details here: github.com/sjg/my-searc... #BuildWithGemini #AISprint

Author giving demo of the web app at Google IOConnect 2025

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Steven Gray @sjg.dev · 25/06/2025

Attending #GoogleIOConnect in Berlin today. Some really nice demos using Gemma small models on device. Going to be using some of these multimodal models in some new research work … watch this space. #BuildwithGemini

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Reposted by Steven Gray

Duncan Wilson @djdunc.bsky.social · 18/12/2024

Still smiling from the @casaucl.bsky.social Xmas social last night - the CASA band absolutely smashed it. Nice one @sjg.dev @adamdennett.bsky.social @claudelynch.bsky.social Thomas, Adam’s friend and a special nod to Aila who is one of this years USS students! cc @thebartlettucl.bsky.social

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Steven Gray @sjg.dev · 22/11/2024

Next up is me! I'm presenting the work by Jack Sheils, @djdunc.bsky.social and myself on Trustworthy AI and LLM Time Series Forecasting in Portacabins with our Innovate UK partners. Enjoyed all the talks during this session! #ukai2024 #ai2024 #casa #ucleast

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Steven Gray @sjg.dev · 22/11/2024

A Utopia for Cats now at #ukai2024. A Robot plays games with cats and an AI optimises the games to increase the cats wellbeing. Supervised by a Cat Welfare Officer. Cat Royale. Amazing application.

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Steven Gray @sjg.dev · 22/11/2024

Optimising EV Charging Network - Where to place them and optimise for cost. Another approach using Congestion Games. #ai2024 #ukai2024

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Steven Gray @sjg.dev · 22/11/2024

Lunch session now starting - Pick and Place Robots which then 3D scans specimens at the Natural History Museum. Work done by some ex People and Nature Lab Students @ UCL EAST now working with the Natural History Museum. Very Very cool!

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Steven Gray @sjg.dev · 22/11/2024

Last talk of the session is reducing road traffic congestion using Congestion Games and Multi-Agent Reinforcement Learning. Reminds me of the work, Ed Manley, Will Woof and I did with navigating the city using RL agents. Need to get that paper out at some point! #ai2024

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Steven Gray @sjg.dev · 22/11/2024

Next up using LLMs for Citizen Science Data and Ecology from the Natural History Museum. eBird data and a RAG model to create a virtual statistician. Really interesting and quite apt with our work with the People and Nature Labs at UCL East #ai2024

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Steven Gray @sjg.dev · 22/11/2024

Ever thought about a model to predict emergency hospital admission well the next talk has you covered. Using Health data from Wales they used patient GP events to predict when a patient will have to go to the ER #ai2024

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Steven Gray @sjg.dev · 22/11/2024

University of Birmingham next talking about the Ethics of Overpromising and how AI deployed in Health study effect policies #ai2024

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Steven Gray @sjg.dev · 22/11/2024

Automated Machine Learning and EEG Brain Interface Data to control upper limb gesture detection for prosthetics. Interesting stuff. #ai2024

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Steven Gray @sjg.dev · 22/11/2024

Next up Virtual World Cafe Methods for Participatory Design of AI Systems - think bringing people together in a design methodology to explore actionable objectives for AI Systems, in this case supporting people in the home.

Participatory Design of AI systems speakers presenting their talk

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Steven Gray @sjg.dev · 22/11/2024

Seems like a good day to start posting here now! Today’s adventure - presenting our work from TRUST2 at Connected Environments on Time Series LLM to the crowds at #ai2024 conference in Birmingham. Should be fun.

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Steven Gray @sjg.dev · 25/10/2023

Making the jump - hello everyone :)

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