If you've just found my work for the first time, these models are a great start.
👋 Open to Work
Tyler Williams
unmodeled-tyler
AI & ML interests
engineer & solo builder of VANTA Research/Quanta Intellect
Recent Activity
liked a model about 24 hours ago
MiniMaxAI/MiniMax-Music3 liked a model 3 days ago
unsloth/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF liked a model 3 days ago
unsloth/Magistral-Small-2509-GGUFOrganizations
Curated collection of research papers that I think are worth sharing or find particularly interesting.
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General Intelligence Requires Rethinking Exploration
Paper • 2211.07819 • Published • 1 -
Chain of Mindset: Reasoning with Adaptive Cognitive Modes
Paper • 2602.10063 • Published • 75 -
Alignment Pretraining: AI Discourse Causes Self-Fulfilling (Mis)alignment
Paper • 2601.10160 • Published • 1 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 519
If you've just found my work for the first time, these models are a great start.
What I'm using the most right now.
Curated collection of research papers that I think are worth sharing or find particularly interesting.
-
General Intelligence Requires Rethinking Exploration
Paper • 2211.07819 • Published • 1 -
Chain of Mindset: Reasoning with Adaptive Cognitive Modes
Paper • 2602.10063 • Published • 75 -
Alignment Pretraining: AI Discourse Causes Self-Fulfilling (Mis)alignment
Paper • 2601.10160 • Published • 1 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 519