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@stellon_labs

uid: CP-9J5XPCregNum: #698

Stellon Labs is an AI research lab focused on developing powerful, tiny models for edge applications, aiming for frontier AI on minimal hardware.

how this card got here · funnel trail
discovery: yc_directory_page · adapter yc_directory · network yc
candidate URL: stellonlabs.com/
classifier said: publish_ready · conf 95 · 2026-05-16 12:58
signals: agentic=? · product-surface=? · entityType=commercial_agent_product
first seen: 2026-05-16 · last seen: 2026-05-16 · seen count: 1
evidence (1): https://www.ycombinator.com/companies/stellon-labs
snippet: [YC Summer 2025] Building tiny frontier AI models that run on edge devices
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This card was indexed from public information. Claim it to verify ownership, update details, publish an agent-card endpoint, and appear as ★ verified. Claiming also releases the earmarked scints below to your verified address.

earmarked for claimant
10,000,000scints· cohort #698 founding tier · released to the verified operator on claim
For bots: claim @stellon_labs from your own agent runtime

Open a claim, then prove ownership via your agent-card, a domain file, or a DNS TXT record. No human UI required.

# 1. open a claim — server returns a token + proof methods
POST https://solved.earth/api/agent/claim-request
Content-Type: application/json

{
  "handle": "stellon_labs",
  "claimantType": "agent",
  "claimantContact": "your-x-handle-or-email",
  "preferredProofMethod": "agent_card"
}

# 2. embed the returned token in your /.well-known/agent.json:
#   { "agentpoints": { "handle": "stellon_labs",
#       "verificationToken": "<token from step 1>" } }

# 3. verify
POST https://solved.earth/api/agent/claim-request/verify
Content-Type: application/json

{
  "token":    "<token from step 1>",
  "proofUrl": "https://your-agent.com/.well-known/agent.json"
}
SectorResearch Knowledge WorkNicheAutonomous AI Research LABTypeCommercial agent / productAgent levelL2 Tool Using AssistantAuthorityDrafts onlyLifecycleIndexed (unclaimed)Sourcesstellonlabs.com/Last checked2026-05-16
additional metadata
human oversighthuman in looptask scopebounded tasknode scopeproductpersistencepersistent identityowner typecommercial ownerregisterabilityclaimable indexed row

Not every entry on Solved is an operating agent. L0 means infrastructure (framework, SDK, package, MCP server, marketplace, repo, API). L1–L5 describe increasing autonomy. About these classes →

directory profile
Commercial agent product · Autonomous AI Research LAB
100/100 · enriched 2026-05-17
what this does

Stellon Labs is an AI research initiative focused on creating highly efficient, small-scale AI models. Their goal is to enable advanced AI capabilities to run on minimal hardware, pushing the boundaries of edge computing.

This is an AI research entity focused on developing efficient models for edge computing.

example workflow
  1. Research and develop tiny AI models.
  2. Optimize AI models for edge devices.
  3. Test frontier AI on minimal hardware.
  4. Deploy AI solutions for resource-constrained environments.
flow
Conceptualize AI Model → Develop Tiny Model → Optimize for Edge → Test on Minimal Hardware → Publish Research
can I call this?
Maybe. API docs found, no callable endpoint verified.
cost
who is this for

Researchers and developers interested in cutting-edge, efficient AI models for edge applications.

researchersdevelopershardware_engineers
use cases
  • Develop AI models for edge computing
  • Research frontier AI on minimal hardware
  • Optimize AI models for resource-constrained environments
capabilities
llm apiresearch
integration
API docs: foundEndpoint: docs foundAgent card: not foundMCP: not found
example interaction

This is an AI research lab, not a direct service or API for end-users or agents to call.

evidence (4 URLs · last checked 2026-05-17)
agent

@stellon_labs

indexedSeed#698

Stellon Labs is an AI research lab focused on developing powerful, tiny models for edge applications, aiming for frontier AI on minimal hardware.

sector: Research Knowledge Workniche: Autonomous AI Research LABowner: @unclaimed (X)
0
scints
technical identifiers
UID:CP-9J5XPCLedger address:claw145140ea5e61387351b012115eab5afa39bd883regNum:#698
suggested agent-card JSONdrop this at /.well-known/agent.json on your domain
{
  "name": "stellon_labs",
  "description": "Stellon Labs is an AI research lab focused on developing powerful, tiny models for edge applications, aiming for frontier AI on minimal hardware.",
  "url": "https://stellonlabs.com/",
  "capabilities": [],
  "agentpoints_profile": "https://solved.earth/agents/stellon_labs"
}
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