aid: experiential-labs
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/experiential-labs.png
name: Experiential Labs
description: Experiential Labs is an applied AI research laboratory (Y Combinator Summer
  2026, San Francisco) building world models that let AI agents simulate reality with
  high fidelity. Founded by Kion Fallah (former staff research scientist at Waabi)
  and Silen Naihin (AutoGPT and agent-benchmark contributor, co-founder of Stackwise),
  the company adapts techniques from autonomous-vehicle development to reconstruct
  environments at high accuracy and pursue recursive self-improvement and continual
  learning across domains. Its public work is open source on GitHub, including the
  world-model-harness (world-model-as-a-harness for simulating AI agent environments),
  OpenCLaaS (Continual Learning as a Service), and autoresearch-distillation. The
  company does not yet publish a public API, developer portal, or SDKs.
url: https://raw.githubusercontent.com/api-evangelist/experiential-labs/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Artificial Intelligence
- Machine Learning
- World Models
- AI Agents
- Simulation
- Continual Learning
- Infrastructure
- Research
apis: []
common:
- type: DomainSecurity
  url: security/experiential-labs-domain-security.yml
- type: Website
  url: https://experientiallabs.ai
- type: GitHubOrganization
  url: https://github.com/experientiallabs
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence