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AI Atlas
ModelPreviewClosed / proprietary

Model Hardware Standard

Anthropicfamily · MHS

Open in Graph
data quality50

Updated 30 min ago · first seen 17 Sept 2026

model_01M2RGT904Q8WJFA6TAZFXEVKP

Overview

Identity

Canonical model
Yesidentity confidence: highOne row per real model release. Artifacts (checkpoints, quantisations, conversions) and folded evaluation variants point here.
Official checkpoints
None recorded — closed weightsofficial_checkpoints = hf_repo identifiers carried by the model itself; artifacts are separate entities pointing here through canonical_id.
Artifacts
None recordedSeparate entities (checkpoint · quantization · conversion · packaging) pointing to this model through canonical_id.
Provider deployments
None recorded
API aliases
NoneIdentifiers under which providers and evaluators refer to this model.
Folded evaluation variants
0Effort / thinking variants (…-high, …-non-reasoning) are result configurations of this model, not separate models. Their old URLs redirect here.

Openness

Closed / proprietaryweights not available; 7 dimensions unknown.

Weights are not available; the model is reachable only through an API or a product.

  • Weights

    No

  • Inference code

  • Training code

  • Training data

  • Dataset

  • Commercial use

  • Redistribution

  • Derivatives

dimensions marked null are unknown, not false

Key facts

Release date

Source:Claude Developer Platform docsT2observed 12 h agomediumLLM-extracted

Status

Source:Claude Developer Platform docsT2observed 12 h agomediumLLM-extracted

Version

Source:Claude Developer Platform docsT2observed 12 h agomediumLLM-extracted

Architecture

Architecture

Source:Claude Developer Platform docsT2observed 12 h agomediumLLM-extracted

Capabilities

Modalities

Modalities
imagetext
Input
imagetext

Capabilities

  • Tool calling

    Yes

    Claude Developer Platform docs · T2

  • Structured output

    Unavailable

  • Reasoning

    Yes

    Claude Developer Platform docs · T2

  • Vision

    Yes

    Claude Developer Platform docs · T2

  • Audio

    Unavailable

  • Fine-tuning available

    Unavailable

No structured attributes yet.

Versions & Artifacts0

Version history

Opennessfirst observation only

17 Sept 2026current

Statusfirst observation only

17 Sept 2026current

Each hop is a claim: click a value for its source, tier and observation time. Nothing is overwritten — a new observation closes the previous claim.

Artifacts 0

No artifact (checkpoint, quantisation, conversion or packaging) points to this model yet.

Change history14

Temporal, append-only claims: a new observation closes the previous claim instead of overwriting it. Rewind the record with the as-of picker.

Viewing AI Atlas as of 17 Sept 2026 — attributes exactly as the atlas knew them on that day; later corrections are not shown.

Back to today →

Attributes as of 17 Sept 2026 14 claims in force

Family
MHS
Version
research preview
Release date
27 Aug 2026
Status
preview
Openness
proprietary
Architecture
standardized driver specification
Modalities
image, text
Input modalities
image, text
Reasoning
Yes
Tool calling
Yes
Vision
Yes
14 claims · 14 properties

Familyfamily1

Claim history for Family
ValueValid from → toStatusSourceConfidenceExtractor
MHScurrentcurrentClaude Developer Platform docsT2mediumllm

Versionversion1

Claim history for Version
ValueValid from → toStatusSourceConfidenceExtractor
research previewcurrentcurrentClaude Developer Platform docsT2mediumllm

Release daterelease_date1

Claim history for Release date
ValueValid from → toStatusSourceConfidenceExtractor
27 Aug 2026currentcurrentClaude Developer Platform docsT2mediumllm

Statusstatus1

Claim history for Status
ValueValid from → toStatusSourceConfidenceExtractor
previewcurrentcurrentClaude Developer Platform docsT2mediumllm

Opennessopenness1

Claim history for Openness
ValueValid from → toStatusSourceConfidenceExtractor
proprietarycurrentcurrentClaude Developer Platform docsT2mediumllm

Architecturearchitecture1

Claim history for Architecture
ValueValid from → toStatusSourceConfidenceExtractor
standardized driver specificationcurrentcurrentClaude Developer Platform docsT2mediumllm

Modalitiesmodalities1

Claim history for Modalities
ValueValid from → toStatusSourceConfidenceExtractor
image, textcurrentcurrentClaude Developer Platform docsT2mediumllm

Input modalitiesmodalities_input1

Claim history for Input modalities
ValueValid from → toStatusSourceConfidenceExtractor
image, textcurrentcurrentClaude Developer Platform docsT2mediumllm

Hardware requirementshardware_requirements1

Claim history for Hardware requirements
ValueValid from → toStatusSourceConfidenceExtractor
Devices must have a programmable interface.currentcurrentClaude Developer Platform docsT2mediumllm

Reasoningreasoning1

Claim history for Reasoning
ValueValid from → toStatusSourceConfidenceExtractor
YescurrentcurrentClaude Developer Platform docsT2mediumllm

Safety notessafety_notes1

Claim history for Safety notes
ValueValid from → toStatusSourceConfidenceExtractor
Claude's spatial and physical reasoning have limitations that still require expert oversight. A physical safety roadmap is being developed to bolster safeguards against misuse.currentcurrentClaude Developer Platform docsT2mediumllm

Tool callingtool_calling1

Claim history for Tool calling
ValueValid from → toStatusSourceConfidenceExtractor
YescurrentcurrentClaude Developer Platform docsT2mediumllm

Training data notestraining_data_notes1

Claim history for Training data notes
ValueValid from → toStatusSourceConfidenceExtractor
Claude learns about the physical world through text and images.currentcurrentClaude Developer Platform docsT2mediumllm

Visionvision1

Claim history for Vision
ValueValid from → toStatusSourceConfidenceExtractor
YescurrentcurrentClaude Developer Platform docsT2mediumllm

Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →

Provenance

Attributed facts

15

Source tiers

T215

Freshest observation

30 min ago

Conflicts

None

Source documents 1

Source documents
SourceDocumentTypeTierLast observedSnapshots
Claude Developer Platform docsanthropic.com/news/model-hardware-standard-research-preview newsT1· Official5 h ago6

Tier 1 = official/primary, 2 = quality secondary, 3 = community, 4 = unverified. Every snapshot is archived; see all sources and the methodology.

Data quality (50/100) measures how well AI Atlas knows this entity — completeness, primary-source ratio, freshness, conflicts — never how good the model is. Methodology →