PR
ENT-00001361 · AI System

ProteinMPNN

ProteinMPNN is a AI system associated with Baker Lab, classified in LXKeys.world as Generative / Creative AI System.

Level IV ConnectedActiveDocumented
Human record

Overview

ProteinMPNN is a protein sequence design model associated with Baker Lab. The entity is included because it represents a distinct public AI system, model, product, platform or research object with an identifiable source base and a clear role in the AI landscape.

Timeline

  1. 2022First public appearance

    ProteinMPNN entered the documented public record in 2022. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

Public AI capabilityDocumented source anchorDomain-specific functionRelationship mapping

Known limitations

Capabilities depend on product version, access tier, deployment context and provider policy.The record documents public identity and source context rather than private implementation details.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for ProteinMPNN. Entity type: AI System; classification: Generative / Creative AI System; creator/organization context: Baker Lab. Canonical source anchor: https://github.com/dauparas/ProteinMPNN. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Controlled tags

Creative AI SystemDocumented EntityContemporaryBatch 03 Candidate
Relationship graph

ProteinMPNN

Open in full graph
ProteinMPNN
Created or maintained byOutgoing
Baker Lab

ProteinMPNN is associated with Baker Lab.

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

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    "@context": [
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        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00001361",
    "name": "ProteinMPNN",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "ProteinMPNN is a AI system associated with Baker Lab, classified in LXKeys.world as Generative / Creative AI System.",
    "creator": "Baker Lab",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001361&lang=en",
    "sameAs": "https://github.com/dauparas/ProteinMPNN",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001361",
        "kind": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "classification": "Generative / Creative AI System",
        "organization": "Baker Lab",
        "originContext": "Public AI product and technical record",
        "firstPublicAppearance": "2022",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 74,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 11,
            "level": "Level IV Connected"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:14+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:14+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Public AI capability",
            "Documented source anchor",
            "Domain-specific function",
            "Relationship mapping"
        ],
        "limitations": [
            "Capabilities depend on product version, access tier, deployment context and provider policy.",
            "The record documents public identity and source context rather than private implementation details."
        ],
        "tags": [
            "Creative AI System",
            "Documented Entity",
            "Contemporary",
            "Batch 03 Candidate"
        ],
        "timeline": [
            {
                "date": "2022",
                "title": "First public appearance",
                "description": "ProteinMPNN entered the documented public record in 2022. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://github.com/dauparas/ProteinMPNN",
                "verification_status": "source_backed_curated_baseline"
            }
        ],
        "relationships": [
            {
                "target": "Baker Lab",
                "type": "Created or maintained by",
                "description": "ProteinMPNN is associated with Baker Lab.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "ProteinMPNN official reference",
                "url": "https://github.com/dauparas/ProteinMPNN",
                "source_type": "Official or Primary Source",
                "verification_status": "verified",
                "authority": "TRUSTED_PRIMARY",
                "role": "code_repository",
                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
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