Modelo Recurrente Hipocampo–Amígdala Autorreferencial

Una máquina que recuerda, siente y anticipa.

sharm es un modelo del mundo inspirado en el cerebro. Trece módulos con base neurocientífica —del hipocampo a la amígdala— fusionados en una sola arquitectura que entiende el momento que estás viviendo.

Why we build

Today's models read the world.
They don't live in it.

Large language models compress the internet, but they forget your life the moment it happens. Flip the switch to see the same moment through an LLM — and through sharm.

01

Memory

MTWTFSSMonToday

A hippocampal loop links days into living context.

02

Affect

Threat
Valence
Arousal

Threat, valence and arousal, read as separate axes.

03

Anticipation

nownext

A forward model projects the next moment before you ask.

What we build to solve it: a world model with a brain's architecture — one that separates memories like a hippocampus, weighs them like an amygdala, and projects the near future before you ask.

Cómo funciona

Un solo bucle: percibir, recordar, sentir, anticipar

Perceive

See the moment

sharm encodes each scene the way a visual cortex would — objects, people, motion and place fused into one world state, on-device.

Remember

Bind it to memory

A hippocampal loop separates, stores and later recalls episodes — so context from yesterday shapes what matters today.

Feel

Appraise how it matters

Amygdalar heads read threat, valence and arousal, giving every moment an emotional weight instead of a flat label.

Anticipate

Predict what's next

A forward model projects the near future, letting sharm notice, prepare and speak before you have to ask.

13 modules · execution order
01
Cosmos
Visual world encoder
02
Thalamic
Sensory relay & gating
03
Grid
Spatial coordinates
04
Dentate Gyrus
Pattern separation
05
CA3
Associative memory
06
CA1
World prediction
07
Cerebellar
Fine motor & timing
08
Fast Amygdala
Threat reflex
09
Slow Amygdala
Affective appraisal
10
ACC
Conflict monitoring
11
Self-Model
Sense of self
12
Basal Ganglia
Action selection
13
Default Mode
Reflection & replay
Casos de uso

De la memoria personal a la conciencia a escala de ciudad

Consumer

A companion that remembers your life

Cómo funciona hoy

sharm notices the people, places and things that recur in your days, then surfaces the right memory at the right moment — 'you met Rama here last spring.'

Cómo evoluciona

Grows from gentle recall into an anticipatory copilot that plans errands, spots first-visits and briefs you before meetings.

B2B

Situational intelligence for operations

Cómo funciona hoy

Ego-view cameras stream to sharm's world model, which flags anomalies, tracks assets and narrates what's happening across a site in real time.

Cómo evoluciona

Moves from passive monitoring to predictive dispatch — anticipating bottlenecks and routing the right response automatically.

Government

Context-aware public safety

Cómo funciona hoy

sharm fuses multi-source sensing with privacy-preserving, on-device redaction so responders get grounded situational awareness without raw data leaving the edge.

Cómo evoluciona

Extends to city-scale anticipation: early-warning patterns for crowds, infrastructure and disaster response.

Producto

Dos capas, un solo cerebro

The world modelComing soon

sharm model v0

The core brain — 13 neuroscience-grounded modules jointly trained into a single cognitive architecture. Here's what that lets it do:

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The perception layerComing soon

sharm sense

The eyes and ears — a privacy-first on-device sensing stack. Here's what it makes possible:

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Construye con nosotros el futuro de la inteligencia situada

Colabora, haz un piloto o únete al equipo que da memoria a las máquinas.