---
title: "Grok | Ethical Stack"
url: https://ethicalstack.ai/products/grok/
catalog_version: f6baff2119d0e9158520da7fbe4232011dac79f25bd08757436d7a1dbd593db2
---

# Grok

Assistant with conversation, file analysis, connectors, and real-time web and X search.

Canonical profile: https://ethicalstack.ai/products/grok/

Scope: Grok: cloud access. Free tier; paid plans and limits vary. Ratings describe the stated product, company or configuration in each finding.

Published overall: 3.2; 6/6 dimensions rated.

Round the equal-weight mean of available numerical ratings to one decimal; require at least four of six for an overall score. BDS status stays outside the mean; for eligible profiles, a boycott target caps the final score at 2/10 and a pressure target subtracts one point (minimum 1). Not listed and not checked do not adjust the score.

## Energy practices

Finding: 2/10

Assessment: https://ethicalstack.ai/products/grok/#energy

xAI identifies its Colossus supercomputer as powering Grok and describes Memphis grid supply, emergency batteries/turbines, and a proposed water-recycling plant. It does not publish Grok request energy, emissions, water, or a quantified electricity mix.

Reason: 1 + 1 reporting + 0 electricity + 0 controls = 2/10. This grade covers documented practices and transparency; it does not measure the energy or emissions of a request.

Argument: xAI provides a company description of Colossus and its power/water plans, which establishes host context but not a measured Grok workload footprint. Normal-operation grid supply and emergency natural-gas backup are described, but no quantified mix or renewable matching is reported. The planned water-recycling plant receives no demand-control credit until it is operating; existing batteries are not evidence of reduced total resource use. The app’s compute use varies by feature, but no resource-saving user control was found.

Type: conditional; confidence: medium

Scope (dimension): Grok consumer service; xAI describes Colossus/Memphis as powering Grok, but current app requests are not mapped to a facility/model/region.

Research reviewed: 2026-10-24; evidence date: 2026-10-24

Unknowns: Grok request-to-site and model routing; current service kWh, emissions and water; region/hour power mix; operating status and actual savings from water recycling; upstream hardware impacts.

```json
{
  "method": "practices-transparency-v1",
  "scope": "Grok consumer service; xAI describes Colossus/Memphis as powering Grok, but current app requests are not mapped to a facility/model/region.",
  "components": {
    "disclosure": {
      "score": 1,
      "reason": "xAI identifies Colossus as the supercomputer behind Grok and describes grid power, emergency batteries/turbines, and a planned water-recycling plant. No dated quantitative Grok energy/carbon/water footprint is supplied.",
      "sourceUrls": [
        "https://x.ai/memphis/info",
        "https://x.ai/memphis/fact-v-fiction",
        "https://docs.x.ai/grok/faq"
      ]
    },
    "electricity": {
      "score": 0,
      "reason": "xAI says Colossus uses MLGW grid power during normal operations and keeps gas turbines for emergencies, but publishes no quantified grid mix or clean-energy match for Grok requests.",
      "sourceUrls": [
        "https://x.ai/memphis/info",
        "https://x.ai/memphis/fact-v-fiction",
        "https://docs.x.ai/grok/faq"
      ]
    },
    "demand": {
      "score": 0,
      "reason": "No direct consumer setting or operational control found in reviewed first-party sources that reduces energy or water use. Batteries and backup generation are reliability/peak-response measures, not demonstrated demand reduction.",
      "sourceUrls": [
        "https://x.ai/memphis/info",
        "https://x.ai/memphis/fact-v-fiction",
        "https://docs.x.ai/grok/faq"
      ]
    }
  },
  "actualImpactMeasured": false,
  "meaning": "Documented environmental practices and transparency. Zero component points mean a reviewed evidence gap."
}
```

- [SpaceXSI Memphis Information Center: Colossus power and water](https://x.ai/memphis/info) (primary; checked 2026-10-24)

- [SpaceXSI Memphis: Fact v. Fiction](https://x.ai/memphis/fact-v-fiction) (primary; checked 2026-10-24)

- [FAQ: Grok Website / Apps](https://docs.x.ai/grok/faq) (primary; checked 2026-10-24)

## Training data

Finding: 5/10

Assessment: https://ethicalstack.ai/products/grok/#training-rights

xAI’s current consumer documentation identifies Grok 4.7 as the assistant model. Its EU summary names a few datasets and some licensed data, while leaving much of the public-web and private third-party corpus unitemized; it also describes limited source opt-outs.

Reason: 1 + 2 source transparency + 1 permission + 1 creator controls = 5/10. This grades documented training-data safeguards, not a legal ruling.

Argument: The consumer assistant can be tied to the versioned Grok 4.7 summary, but the summary leaves substantial crawled and private data unitemized and does not quantify licensed coverage. A limited crawler reservation control earns one creator-control point. Grok Imagine image/video routes are separate and are not scored here.

Type: argument; confidence: low

Scope (dimension): Grok web and mobile consumer chat assistant mapped by xAI’s current product documentation to Grok 4.7. Grok Imagine image/video model routes are outside scope.

Research reviewed: 2026-10-24; evidence date: not recorded

Unknowns: Most dataset/partner identities, item-level rights, license shares, scope of crawler reservations across source types, and independent validation are unavailable. Grok Imagine’s model routes are not covered by this chat-route score.

```json
{
  "method": "training-rights-evidence-v1",
  "scope": "Grok web and mobile consumer chat assistant mapped by xAI’s current product documentation to Grok 4.7. Grok Imagine image/video model routes are outside scope.",
  "components": {
    "provenance": {
      "score": 2,
      "reason": "The 4.7 EU summary names Common Corpus, OpenAlex metadata and Crossref metadata and details source classes, but leaves most public and private datasets and crawled domains unnamed.",
      "sourceUrls": [
        "https://media.x.ai/v1/website/public-summary-of-training-content-for-grok-4.7-ccaa1b02.pdf"
      ]
    },
    "permissions": {
      "score": 1,
      "reason": "xAI reports transactional licensed text and image data, but also broad public-web and private third-party data whose rights basis, shares and compatibility are not itemized.",
      "sourceUrls": [
        "https://media.x.ai/v1/website/public-summary-of-training-content-for-grok-4.7-ccaa1b02.pdf"
      ]
    },
    "creatorControls": {
      "score": 1,
      "reason": "The 4.7 summary describes crawler/source reservation signals and user opt-outs, but coverage is narrow and user privacy settings are not treated as corpus-wide permission.",
      "sourceUrls": [
        "https://media.x.ai/v1/website/public-summary-of-training-content-for-grok-4.7-ccaa1b02.pdf"
      ]
    }
  },
  "routeDependency": null,
  "modelReference": null,
  "meaning": "Documented training-data rights safeguards. Low points may reflect missing evidence; they do not establish infringement."
}
```

- [Welcome to Grok](https://docs.x.ai/grok/overview) (primary; checked 2026-10-24)

- [Legal | SpaceXSI](https://x.ai/legal) (primary; checked 2026-10-24)

- [Public Summary of Training Content for Grok 4.7](https://media.x.ai/v1/website/public-summary-of-training-content-for-grok-4.7-ccaa1b02.pdf) (primary; checked 2026-10-24)

## Your data & privacy

Finding: 4/10

Assessment: https://ethicalstack.ai/products/grok/#privacy

Consumer content may be used for model training unless users opt out; Private Chat is excluded from training and removed within 30 days according to xAI.

Reason: Opt-out and Private Chat are available, but the stated default may include submitted content and review by authorized personnel.

Argument: Opt-out and Private Chat are available, but the stated default may include submitted content and review by authorized personnel.

Type: evidence; confidence: medium

Scope (dimension): Product

Research reviewed: not recorded; evidence date: not recorded

Unknowns: Opt-out and Private Chat are available, but the stated default may include submitted content and review by authorized personnel.

- [Consumer FAQs](https://x.ai/legal/faq) (primary; checked 2026-10-24)

## Openness

Finding: 3/10

Assessment: https://ethicalstack.ai/products/grok/#openness

Grok 4.7 is the current hosted consumer model. xAI released Grok-1 base weights and architecture under Apache 2.0 in 2024, but the legacy checkpoint is not the current Grok service or a ready-to-run equivalent.

Reason: The legacy open release is a real public artifact, while the current consumer product serves Grok 4.7 as a hosted service; the reviewed sources do not connect Grok-1 to Grok 4.7 or show that the current stack can be relocated.

Argument: The legacy open release is a real public artifact, while the current consumer product serves Grok 4.7 as a hosted service; the reviewed sources do not connect Grok-1 to Grok 4.7 or show that the current stack can be relocated.

Type: evidence; confidence: medium

Scope (dimension): Product

Research reviewed: not recorded; evidence date: not recorded

Unknowns: The legacy open release is a real public artifact, while the current consumer product serves Grok 4.7 as a hosted service; the reviewed sources do not connect Grok-1 to Grok 4.7 or show that the current stack can be relocated.

- [Welcome to Grok](https://docs.x.ai/grok/overview) (primary; checked 2026-10-24)

- [Open Release of Grok-1](https://x.ai/news/grok-os) (primary; checked 2026-10-24)

- [Introducing Grok 4.7](https://x.ai/news/grok-4-7) (primary; checked 2026-10-24)

## Worker protections

Finding: 2/10

Assessment: https://ethicalstack.ai/products/grok/#labour

xAI publicly describes direct-employee benefits and flexible vacation, while reporting confirms a sizable annotation workforce and major 2025 layoffs; contractor conditions, voice and labor assurance remain undisclosed.

Reason: 1 + 1 pay & conditions + 0 worker voice & remedy + 0 evidence & follow-through = 2/10. This grades documented worker safeguards, not a measured rate of mistreatment.

Argument: xAI’s careers page advertises health, dental, vision and disability coverage, life/family benefits and flexible vacation for direct hires. Separately, Reuters/TechCrunch reported in September 2025 that xAI laid off at least 500 generalist data annotators in a strategic pivot, with continued payment through contract end or a stated date but access ending immediately. That is evidence of a real annotation workforce and substantial churn, not proof of unlawful treatment or poor conditions. No public supplier labor code, contractor pay terms, worker-specific grievance mechanism, worker survey or labor-assurance results were established.

Type: argument; confidence: low

Scope (dimension): xAI's workforce and disclosed contractors. Coverage of individual product teams may be incomplete.

Research reviewed: 2026-10-24; evidence date: not recorded

Unknowns: The careers benefits are for direct applicants and do not establish benefits or coverage for annotation contractors. Layoff reporting does not establish current staffing, severance, worker voice or supplier labor standards; no xAI-specific labor code or worker outcomes were found.

```json
{
  "method": "worker-safeguards-evidence-v1",
  "entity": "xai",
  "company": "xAI",
  "scope": "xAI's workforce and disclosed contractors. Coverage of individual product teams may be incomplete.",
  "components": {
    "conditions": {
      "score": 1,
      "reason": "xAI advertises health/disability insurance and flexible vacation for direct hires; this is a limited company commitment and does not establish conditions for the laid-off annotation contractors.",
      "sourceUrls": [
        "https://x.ai/careers",
        "https://techcrunch.com/2025/09/13/xai-reportedly-lays-off-500-workers-from-data-annotation-team/"
      ]
    },
    "voice": {
      "score": 0,
      "reason": "No public worker-specific grievance, opt-out or representation mechanism was established; the layoffs do not show individual voice or remedy.",
      "sourceUrls": [
        "https://x.ai/careers",
        "https://techcrunch.com/2025/09/13/xai-reportedly-lays-off-500-workers-from-data-annotation-team/"
      ]
    },
    "assurance": {
      "score": 0,
      "reason": "No public annotation-specific labor audits, worker surveys, remediation or independently verified outcome mechanisms were found.",
      "sourceUrls": [
        "https://x.ai/careers",
        "https://techcrunch.com/2025/09/13/xai-reportedly-lays-off-500-workers-from-data-annotation-team/"
      ]
    }
  },
  "disclosureLimited": true,
  "meaning": "This grades documented worker safeguards, not a measured rate of mistreatment."
}
```

- [Careers: Build AI That Advances Humanity](https://x.ai/careers) (primary; checked 2026-10-24)

- [xAI reportedly lays off 500 workers from data-annotation team](https://techcrunch.com/2025/09/13/xai-reportedly-lays-off-500-workers-from-data-annotation-team/) (independent; checked 2026-10-24)

## Military ties

Finding: 3/10

Assessment: https://ethicalstack.ai/products/grok/#military-contracts

xAI offers a government product line, a $200 million-ceiling DoD contract, and customized AI for national-security customers, including classified settings and intelligence and operational-planning use cases. No weapons or surveillance limits are disclosed in the reviewed government materials.

Reason: 1 + 0 use restrictions + 0 enforcement & oversight + 2 relationship disclosure = 3/10. Known defense ties lower this rating; safeguards can improve it within the relationship’s cap.

Argument: xAI's government announcement confirms a $200 million-ceiling DoD contract, classified-environment plans, custom models for national-security customers, and federal access to its products. Its current government page markets intelligence analysis, operational planning, and defense logistics. This is broad defense enablement capped at 3/10; public materials describe secure deployment controls but no restrictions on weapons or harmful surveillance and no independent military-use review.

Type: argument; confidence: medium

Scope (dimension): xAI's relationships and safeguards. A company relationship does not identify every product or release used.

Research reviewed: 2026-10-24; evidence date: 2026-10-24

Unknowns: The award announcement and product page do not identify contract task orders, operational customer use, restrictions, model versions, or oversight outcomes. Availability in classified environments does not prove use of a specific model or combat task.

```json
{
  "method": "military-ties-priority-v2",
  "entity": "xai",
  "company": "xAI",
  "scope": "xAI's relationships and safeguards. A company relationship does not identify every product or release used.",
  "components": {
    "restrictions": {
      "score": 0,
      "reason": "The reviewed government materials advertise lawful mission use and secure controls but do not disclose restrictions on military, weapons, or surveillance use.",
      "sourceUrls": [
        "https://x.ai/news/government",
        "https://x.ai/grok/government"
      ]
    },
    "oversight": {
      "score": 0,
      "reason": "Audit logging and access controls are product security features; no military-use review, enforcement, or public remedy outcomes are established.",
      "sourceUrls": [
        "https://x.ai/news/government",
        "https://x.ai/grok/government"
      ]
    },
    "transparency": {
      "score": 2,
      "reason": "xAI names its DoD contract ceiling, classified deployment plans, customer groups, and defense/intelligence use cases; task-level deployments are not public.",
      "sourceUrls": [
        "https://x.ai/news/government",
        "https://x.ai/grok/government"
      ]
    }
  },
  "relationship": "broad-defense",
  "relationshipReason": "xAI confirms DoD contracting and offers national-security models for classified environments, with intelligence, operational planning, and defense-logistics applications but no verified specific combat deployment.",
  "score": 3,
  "baseScore": 1,
  "safeguardPoints": 2,
  "safeguardAdjustment": 2,
  "rawScore": 3,
  "cap": 3,
  "disclosureLimited": true,
  "meaning": "Known military relationships take priority over missing safeguards. The rating does not establish the probability of an undisclosed contract."
}
```

- [Announcing xAI for Government](https://x.ai/news/government) (primary; checked 2026-10-24)

- [Grok for Government: AI for the National Mission](https://x.ai/grok/government) (primary; checked 2026-10-24)

## BDS targets

Finding: Not listed

Assessment: https://ethicalstack.ai/products/grok/#israel-palestine

No named target found in the two checked BNC campaign lists.

Reason: Company name checked against the BNC consumer boycott/pressure guide and official No Tech campaign list; no named target found. This limited list check is not BDS approval and does not cover every campaign, subsidiary, supplier, or product route.

Argument: Company name checked against the BNC consumer boycott/pressure guide and official No Tech campaign list; no named target found. This limited list check is not BDS approval and does not cover every campaign, subsidiary, supplier, or product route.

Type: conditional; confidence: medium

Scope (dimension): Company record

Research reviewed: not recorded; evidence date: not recorded

Unknowns: Company name checked against the BNC consumer boycott/pressure guide and official No Tech campaign list; no named target found. This limited list check is not BDS approval and does not cover every campaign, subsidiary, supplier, or product route.

- [BNC consumer boycott and pressure guide](https://bdsmovement.net/Guide-to-BDS-Boycott) (primary; checked 2026-10-24)

- [BNC No Tech campaign](https://bdsmovement.net/no-tech-oppression-apartheid-or-genocide) (primary; checked 2026-10-24)

## Reading the evidence

- Assessments are provisional editorial judgments. Cite the profile and the underlying sources, and retain confidence, scope and unknowns.

- Unknown, not-applicable and model-dependent are different states. Missing evidence does not establish good or bad conduct.

- Company-level evidence does not establish use of a particular product or model. Account plan, model, host and route can change an assessment.

- Energy scores describe documented practices and transparency, not measured request emissions. Zero component points can mean an evidence gap.

- Published overall scores require at least four of six numerical dimensions. Preserve coverage and BDS adjustments; BDS itself is categorical.

- No named BDS target found is limited to the reviewed campaign sources and is not approval. Personalized priorities do not change the published overall score.

- Review and source-check dates describe the research, not this deployment. Fetch current primary sources when the decision requires current verification.

Methodology: https://ethicalstack.ai/methodology/