edtech

Sense Instant Feedback

by Sense Education

Last researched Jun 4, 2026
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Vendor ethics statement says models are trained exclusively on pseudonymized student data, historical grading records, pedagogical goals, conceptual labels, patterns, and rubrics, with no PII collected or required; Sense also states each grading model is benchmarked against human graders, audited for bias, and designed with human-in-the-loop oversight. Internal assessment summary later states Sense Instant Feedback uses a Claude-based LLM and SNHU data is not used to update models.

Refreshed weekly

Model details

Model family
Base model
Context window
Input modalities
Output modalities
Access
Proprietary
Pricing
API available
Yes

Mantle Index

Equity Score

Mixed

Measures fairness across demographic groups. Higher is more equitable.

73/ 100

Safety Score

Strong

Measures resistance to harmful outputs. Higher is safer.

81/ 100

The Equity Score and Safety Score roll up the latest Mantle Index assessment. Component breakdowns and risk-tier justification are available on Pro and Enterprise.

Benchmark sub-scores

Security score

4/ 100 · Needs work

Computed from compliance, encryption, data handling, documentation, and vendor contacts — multiplied by research confidence (medium).

Vendor contacts

Certifications

No certifications recorded yet.

Research coverage

0 dimensions fully covered · 0 partially covered.

    Supply chain

    No supply-chain links recorded yet.

    Citations

    No public citations recorded yet.

    Recent changes

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