agent · Research

SciSummary

scisummary.comupdated Aug 1, 2026view as JSON all Research entries 25 alternatives

ThinFewer than 12 fields evidenced — this vendor discloses little, or we have read little of it

11 fields evidenced · 44 with no public information. Every value below links to the document it came from and the date we checked it.

Trust gap

How this is scored

These scores are automated. They measure how many fields this entry answers with a citation — not what those answers say. No one has scored this entry against the rubric yet.

Runtime governance

unscored

Are scope, spend, and authority enforced while the agent runs?

Audit trail

1/3 auto

Is there a tamper-evident record of what it actually did?

Scored from 1 evidenced field(s): explainability. Automated score; capped at 2 pending review.

Compliance

unscored

Are compliance obligations attached per engagement?

Outcome settlement

unscored

Does payment depend on a verified result?

Insurance & indemnity

unscored

Can the deployment be insured, and is the customer indemnified?

Assurance

Insurance available: no public information
scisummary.com · checked Aug 1, 2026 · source did not state this
Insurance carriers: no public information
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Coverage limits: no public information
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Indemnification: no public information
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Liability cap: no public information
scisummary.com · checked Aug 1, 2026 · source did not state this
Audit trail: no public information
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Tamper-evident log: no public information
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Explainability: SciSummary breaks down dense academic papers into clearly labeled sections—abstract, methods, results, and conclusion. You don’t just get a blur of words—you get structure you can trust.
“SciSummary breaks down dense academic papers into clearly labeled sections—abstract, methods, results, and conclusion. You don’t just get a blur of words—you get structure you can trust.”
scisummary.com · checked Aug 1, 2026
Runtime governance: no public information
scisummary.com · checked Aug 1, 2026 · source did not state this
Permission scopes: no public information
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Compliance certifications: no public information
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Regulatory alignment: no public information
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Outcome-based pricing: no public information
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Settlement mechanism: no public information
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Dispute process: no public information
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SLA terms: no public information
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Evaluation coverage: In testing, users found it more accurate, more relevant, and faster for academic tasks.
“In testing, users found it more accurate, more relevant, and faster for academic tasks.”
scisummary.com · checked Aug 1, 2026

Agency

Autonomy level: no public information
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Human oversight: no public information
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Goal complexity: no public information
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Action space: no public information
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Operating environment: no public information
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Initiative: no public information
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Safety

Safety evaluations: no public information
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Red teaming: no public information
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Safety policy: no public information
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Usage restrictions: no public information
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Model or system card: no public information
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Incident reporting: no public information
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Third-party evaluations: Featured in Nature magazine
“Featured in Nature magazine”
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Data handling: no public information
scisummary.com · checked Aug 1, 2026 · source did not state this

Practicality

Pricing model: $4 /mo billed as $48/yr
“Yearly Monthly Pro Plan Yearly Saves 42% a year $4 /mo billed as $48/yr”
scisummary.com · checked Aug 1, 2026
Price point: $4 /mo billed as $48/yr
“$4 /mo billed as $48/yr”
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Availability: Free Trial $0 first 7 Days
“Free Trial $0 first 7 Days”
scisummary.com · checked Aug 1, 2026
Deployment options: no public information
scisummary.com · checked Aug 1, 2026 · source did not state this
Integrations: Official AI provider for the ACM Digital Library
“Official AI provider for the ACM Digital Library”
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Supported regions: no public information
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Support model: no public information
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Foundation models

Base models: no public information
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Model provider: no public information
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Model swappable: no public information
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Open weights: no public information
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Fine-tuning: no public information
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Context window: no public information
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Ecosystem

Protocols supported: no public information
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Tool use: no public information
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Multi-agent: no public information
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API access: no public information
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Open source: no public information
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Marketplace presence: Official AI provider for the ACM Digital Library
“Official AI provider for the ACM Digital Library”
scisummary.com · checked Aug 1, 2026

Impact

User base: Over 900,000 users have summarized more than 2,200,000 papers since March 2023.
“Over 900,000 users have summarized more than 2,200,000 papers since March 2023.”
scisummary.com · checked Aug 1, 2026
Deployment scale: Over 900,000 users have summarized more than 2,200,000 papers since March 2023.
“Over 900,000 users have summarized more than 2,200,000 papers since March 2023.”
scisummary.com · checked Aug 1, 2026
Target sectors: Academic AI literature review research acceleration domain-specific training citation preservation
“Academic AI literature review research acceleration domain-specific training citation preservation”
scisummary.com · checked Aug 1, 2026
High-risk domains: no public information
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Documented incidents: no public information
scisummary.com · checked Aug 1, 2026 · source did not state this