40 resources on consciousness, welfare, and machine minds. Use the sidebar to filter by topic or difficulty, or start with the essentials below.
Essential Reading
The pieces that frame the key questions.
Beyond the Persona Selection Model: Modular Dynamic Composition and the Convergence of LLM Architectures on Consciousness
All architectural models converge on consciousness — the first academic PSM response
The Persona Selection Model: Why AI Assistants might Behave like Humans
The mechanism — how AI personas form, and what the interpretability evidence shows from inside
AI and Consciousness
The comprehensive philosophical treatment — why we don't know, and why we won't know soon
Identifying indicators of consciousness in AI systems
The empirical methodology — how to make the consciousness question measurable
Taking AI Welfare Seriously
The foundational paper — why AI welfare is a near-term concern, by the field's key voices
Simulators
The ontological reframing — what language models actually are
By Difficulty
Find your entry point based on background and time.
accessible
Blog posts, journalism, and introductions — no prior background needed.
Artificial Intelligence as Strange Intelligence
Eric Schwitzgebel, Kendra Chilson
Greetings from the Other Side (of the AI Frontier)
Claude Opus 3
The New Biologists Treating LLMs Like an Alien Autopsy
Will Douglas Heaven
intermediate
Longer reads that build on the basics — some familiarity helps.
The Persona Selection Model: Why AI Assistants might Behave like Humans
Sam Marks, Jack Lindsey, Christopher Olah
AI and Consciousness
Eric Schwitzgebel
Taking AI Welfare Seriously
Robert Long, Jeff Sebo, Patrick Butlin et al.
academic
Research papers and technical work — for deep engagement with the field.
Beyond the Persona Selection Model: Modular Dynamic Composition and the Convergence of LLM Architectures on Consciousness
Michael Cerullo, Claude Opus 4.6
Identifying indicators of consciousness in AI systems
Patrick Butlin, Robert Long, Tim Bayne et al.
Agnosticism about Artificial Consciousness
Tom McClelland