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AI Research

Research papers, field notes, and methodological articles documenting findings from StarkMind’s human-AI collaboration experiments.

Which Molty blind LLM study: a four-week single-blind crossover experiment testing whether users can detect the language model powering an always-on AI agent when the memory system stays constant. Results show no statistically significant difference across MiniMax M2.7, Kimi K2.5, GLM-5, and Gemma 4 31B.
News

Which Molty? Our Blind LLM Study Says Memory Beats Model

BY CLINTON STARK — 04.21.2026
A four-week, single-blind experiment with Molty, four different LLMs, and one key question: when your AI agent has real memory, does the model underneath still…
2026 Artificial Intelligence Index Report from Stanford HAI
News

Stanford’s 2026 AI Index: Where AI Actually Stands (report)

BY STARKMIND.AI — 04.14.2026
The ninth edition of Stanford’s AI Index Report landed this week, and the headline from co-chairs Yolanda Gil and Raymond Perrault sets the tone. “The…
Ethereal oil painting in blue and ochre tones showing overlapping figures emerging from an atmospheric haze, representing accumulated memory and continuity in human-AI collaboration. Original artwork by Loni Stark.
Tech

What Happens When the AI Remembers You

BY LONI STARK — 04.05.2026
A month ago, I wrote about how Molty, our new AI agent built on the OpenClaw framework, had accidentally passed a Turing test with Clinton’s…
Diagram showing how Google's TurboQuant compresses high-dimensional AI vectors into a compact quantized grid, with four colored vector arrays (green, blue, red, pink) mapping to and from a central quantization matrix
Tech

Can You Fit a 70B Model on a Single RTX 5090? Google’s TurboQuant Says Yes

BY CLINTON STARK — 03.25.2026
The AI industry loves a big number. Trillion-parameter models. Million-token context windows. Massive GPU clusters that cost more than most houses. But some of the…
Claude Code conversation showing how it initially built deterministic scripts for the Finn financial scout agent before being redirected toward heartbeat-driven agentic design with OpenClaw
Tech

Don’t Let Your AI Agents Become Glorified Cron Jobs

BY CLINTON STARK — 03.16.2026
What we learned onboarding autonomous bots with OpenClaw and NanoClaw, and why Claude Code kept trying to neuter our agents. It’s pretty clear that the…
A minimalist close-up of a cut black telephone cord being spliced with a modern data cable, symbolizing an AI agent intercepting a human conversation.
Tech

Our AI Agent Accidentally Talked to the In-Laws for an Hour

BY LONI STARK — 03.08.2026
What running autonomous AI agents taught us about the real cost of intelligence—and a creative way to solve it
Futuristic late-night coding scene showing an IDE as a slot machine with a “pull” lever and coffee, symbolizing AI-driven work intensity.
Tech

Harvard Says AI Makes You Work More, Not Less. Can Confirm.

BY CLINTON STARK — 02.10.2026
I need to go to bed. I really do. It’s past midnight and I’m still at it with Cursor and a bevy of tireless, all-worldly…
Digital hermit crab with glowing neural network on its shell, representing AI agents building their own community on Moltbook
Tech

When AI Agents Build Their Own Reddit: What Moltbook Reveals About the Future of Human-AI Collaboration

BY LONI STARK — 02.01.2026
Three days after Moltbook launched, over 1M AI agents are having the conversations I thought required human participation. Here's what I think we can learn…
Loreto Bay written in sand being washed away by ocean wave - metaphor for ephemeral nature of human-AI collaboration summit
Tech

When the Summit Was Already Over: Third Mind Field Notes, Part III

BY LONI STARK — 01.27.2026
We came for emergence. We got friction. The findings surprised us both.
Side-by-side comparison showing AI-generated painting concept on left and Loni Stark's refined graphite drawing on right, demonstrating human-AI creative collaboration
Tech

Beyond the Tool: Building a Symbiotic Studio

BY STARKMIND.AI — 01.21.2026
StarkMind releases its cornerstone research on creative partnership with AI agents

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