Inspirations / Standing on shoulders
The influences behind the work.
Scentient is built from a simple belief: intelligence is incomplete if it cannot model how experience feels, what memory changes, and why certain moments become meaningful. These references are not endorsements. They are the builders, researchers, artists, and systems thinkers that shaped how we think about memory, affect, computation, taste, infrastructure, and the translation of human experience into durable artifacts.
Computation
Ilya Sutskever
Affect as value signal
Affect is not decoration. It is part of how humans evaluate states, memories, and possible futures. Scentient begins with scent-memory coupling because it gives us a grounded way to observe how meaning, preference, and affective salience change over time.
Quote
The value function of humans is modulated by emotions in some important way.
Yann LeCun
World models
Language alone is not enough. Human intelligence is grounded in models of the world built from experience, prediction, memory, and sensory input. Scentient's Memory Rooms and scent-memory translation layer are the first surface of a sensory-affective world model.
Quote
The answer may lie in the ability of humans and many animals to learn world models, internal models of how the world works.
Fei-Fei Li
From words to worlds
The next interface is not only more text. It is grounded experience. Spatial intelligence points toward worlds. Scentient extends that direction into atmosphere, memory, affect, and the sensory signals that make human context legible.
Quote
LLMs have begun to transform how we access and work with abstract knowledge. Yet they remain wordsmiths in the dark.
Source: From Words to Worlds
Demis Hassabis
Brain as design evidence
The brain is the only working proof that memory, perception, imagination, and affect can operate inside one adaptive system. Scentient does not copy the brain literally. It uses biological intelligence as evidence that memory-linked affect can be modeled and updated.
Quote
Better understanding biological brains could play a vital role in building intelligent machines.
Geoffrey Hinton
Structure from data
The value is not in one interaction. It is in the structure that emerges across many interactions. Scentient's moat is the longitudinal pattern: what people remember, select, reject, revisit, purchase, and identify with.
Quote
Once it starts learning, it extracts structure from data.
Source: Nobel Prize interview transcript
Andrej Karpathy
Software that learns
The future is not static software wrapped around forms. The system must learn from outcomes. Scentient treats each memory, scent selection, blend, feedback event, and return behavior as part of a closed loop.
Quote
Software 2.0 is code written by the optimization based on an evaluation criterion.
Source: Software 2.0
Builders
Steve Jobs
Connecting the dots
Memory is not nostalgia. It is retrospective structure that changes future choice. Scentient turns lived experience into signals that can guide the next interaction, the next artifact, and the next state.
Quote
You can't connect the dots looking forward. You can only connect them looking backwards.
Source: Stanford Commencement Address
Peter Thiel
Zero to one
The goal is not to build another fragrance product, mood app, recommender, or AI wrapper. The goal is to define a new category: sensory-affective computation, beginning with scent-memory translation.
Quote
All happy companies are different, and all unhappy companies are alike in that they fail to escape the sameness that is competition.
Source: Wired interview on Zero to One
Elon Musk
First principles
Do not start from the fragrance industry. Start from the human system. People form memories. Scent reactivates memory. Memory carries affect. Affect shapes preference and behavior. That is the stack.
Quote
Physics teaches you to reason from first principles rather than by analogy.
Source: Wired interview
Taste & Philosophy
Rick Rubin
State of creation
A memory artifact should preserve state, context, and atmosphere. Scentient is not generating novelty for its own sake. It is translating lived experience into something physical enough to revisit.
Quote
Art is a reflection of the artist's inner and outer world during the period of creation.
Source note: The Creative Act: A Way of Being. Primary source is the printed book.
Virgil Abloh
Tourist and purist
The product has to work for people who know nothing about olfaction and still hold up under expert scrutiny. The standard is emotional immediacy for the user with serious structure underneath.
Quote
Tourist and purist, that's my main device to understand the sections of culture that move culture forward.
Marcel Proust
Memory
Proust is the canonical bridge between sensory trigger and involuntary memory. He is not scent science, but he is the cultural root of the scent-memory argument: memory is not stored as text. It can be re-entered through sensory state. Scentient builds the computational layer around that fact.
Quote
An exquisite pleasure had invaded my senses.
Source note: Swann's Way, madeleine passage.
References are included as contextual signals only. No endorsement, affiliation, partnership, or approval is implied.
Loop complete
Return to the beginning, or reach out.
You have the thesis, the system, the Demeter Fragrance Library wedge, the roadmap, the principles, and the influences behind the work. Start the loop again, or write one paragraph about what you would build with a memory-to-scent translation layer.
Contact Ross — ross@scentient.me
Scentient turns lived experience into computable sensory signal.