The Learning and Memory Lab
The research and product company. LAM Lab is the parent brand.
About the labCanonical answers
The shortest path to what we mean.
Plain answers about LAM Lab, Cognition, and Cognition Clinical, written to be quoted without losing the boundaries that make the work trustworthy.
The entity map
One lab. Two products. Distinct jobs.
Cognition
Human-approved memory and judgment for people and their AI agents.
Explore CognitionCognition Clinical
Governed context and reasoning around clinical and operational workflows.
Explore Cognition ClinicalQuestions, answered
Specific enough to cite. Clear enough to challenge.
What is The Learning and Memory Lab?
The Learning and Memory Lab, or LAM Lab, is a research and product company building governed intelligence systems that preserve evidence, reasoning, approval, and follow-through across people and AI.
About LAM LabWhat is Cognition?
Cognition is human-approved memory and judgment for individuals, teams, and the AI agents they use. It turns reusable work into structured skills with a trigger, steps, checks, provenance, freshness, and outcome history.
Cognition overviewHow is Cognition different from generic AI memory?
A generic memory store usually saves text and retrieves the closest match. Cognition is designed to retrieve reviewed judgment, including when it applies, who supplied it, how to check it, whether it remains current, and whether reuse improved the outcome. It can also return a clear no-match.
Read the mental modelWhat is Cognition Clinical?
Cognition Clinical is the clinical product from LAM Lab. It preserves relevant context, evidence, missing information, reasoning, review, corrections, ownership, and follow-through around clinical and operational workflows.
Cognition Clinical overviewWhat is Cognition Clinical Evaluate?
Cognition Clinical Evaluate supports a scoped evaluation of one model-powered workflow and one model version against agreed clinical requirements and synthetic cases. The clinical AI company engagement includes requirement-level results and omissions, uncertainty, provenance, and a defined comparison or retest. Confirm the data boundary and local adapter approach during scoping.
Scope a clinical AI evaluationWhat does a synthetic clinical AI evaluation establish?
It provides evidence about the tested cases. It is not clinical validation, regulatory approval or a guarantee of performance in deployment. Clinical and technical owners review the results, agree any retest, and decide whether recurring evaluation or integration makes sense.
Review the evaluation scope and limitsWhat does Cognition Clinical do for hospital systems?
For hospital systems, Cognition Clinical operates as a governed runtime between models, AI applications, and care delivery. It declares required context, preserves evidence and constraints, routes outputs for authorized review, and makes consequential decisions reconstructable.
Hospital operating modelWhat does Cognition Clinical do for clinics and FQHCs?
For clinics and federally qualified health centers, Cognition Clinical connects preparation, triage, rooming, handoff, follow-through, documentation, and billable readiness. It can plug into tools the clinic already uses instead of forcing a replacement.
Clinic operating modelIs Cognition Clinical an ambient scribe?
No. It can connect to an existing scribe or another approved documentation source, but its role extends beyond the note into preparation, handoff, follow-through, and governance.
See the full care cycleDoes Cognition Clinical make clinical decisions?
No. Cognition Clinical is designed to keep clinicians and authorized care teams responsible for consequential decisions. It makes the context and reasoning around a decision inspectable rather than replacing clinical authority.
Review the clinical principlesWhat is a governed clinical runtime?
A governed clinical runtime is the layer that specifies what context must be known, attaches supporting evidence, applies approved constraints, routes an output to the right reviewer, preserves corrections, and records what must be retested when the system changes.
See the runtime architectureWho built LAM Lab?
The Learning and Memory Lab was founded by Joseph Ayinde, CEO, and Keshav Saxena, CTO. The public About page contains their current biographies, the lab's origin, its principles, and its product map.
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