contentSlug

type

ContentSlug_ContentQuery

slug

ContentPageContentQuery

content

trendingContent

query ContentSlug_ContentQuery(
  $contentSlug: String!
  $type: [ContentType!]
) {
  ...ContentPageContentQuery_13QmVO
}

fragment CompanyDetails_Content on Content {
  __isContent: __typename
  companies {
    name
    description
    pageUrl
    id
  }
}

fragment ContentBasicInfo on Content {
  __isContent: __typename
  id
  type
  title
  lang
  companies {
    viewerIsFollowing
    id
    name
    pageUrl
  }
  tags {
    viewerIsFollowing
    id
    name
    pageUrl
  }
  ...PublishingDetails
  ...Reactions
}

fragment ContentMetadata on Content {
  __isContent: __typename
  type
  title
  lang
  pageUrl
  alternatePageUrls: translations {
    __typename
    pageUrl
    lang
  }
  imgUrl
  description
  createdAt
  changedAt
  isPremium
  authors {
    __typename
    name
    pageUrl
    id
  }
  companies {
    name
    id
  }
  tags {
    name
    id
  }
  ... on Video {
    liveTime
    videoUrl
  }
  ... on Webcast {
    liveTime
    videoUrl
  }
}

fragment ContentPageContentQuery_13QmVO on Query {
  content(slug: $contentSlug, type: $type) {
    __typename
    id
    type
    title
    isPremium
    lang
    htmlBody
    summary
    companies {
      forum {
        latestPosts {
          ...ForumPosts
        }
      }
      name
      id
      viewerIsFollowing
      pageUrl
      defaultInstrument {
        isin
        id
        marketOpen
        marketClose
        marketplace {
          region
        }
        returns {
          total
        }
      }
    }
    tags {
      viewerIsFollowing
      id
      name
      pageUrl
    }
    createdAt
    ... on Video {
      liveTime
    }
    ... on Webcast {
      liveTime
    }
    slug
    ... on CompanyReport {
      reportUrl
      researchContentUrl
    }
    ... on ThirdPartyCompanyReport {
      reportUrl
    }
    ... on StockExchangeRelease {
      reportUrl
    }
    ...ContentBasicInfo
    ...ContentMetadata
    ...PriceAndRecommendation_Content
    ...CompanyDetails_Content
    ...ReportLink_Content
    ...KeyFigures_Content
  }
  ...TrendingContent_1jQ2Cn
}

fragment ForumPosts on ForumPost {
  text
  likesCount
  url
  author
  postedAt
  authorImgUrl
}

fragment KeyFigures_Content on Content {
  __isContent: __typename
  companies {
    defaultInstrument {
      estimateData {
        modelType
        reportingCurrency
      }
      snapshot {
        transaction {
          date
          actualized {
            year
            quarter
            revenue
            revenueGrowth
            ebitAdjusted
            ebitReported
            ebitda
            enterpriseValue
            epsAdjusted
            dividend
            dividendYield
            sharePrice
            nav
            navPerShare
            opexOfNav
            quarterlySharePrice
          }
          estimates {
            year
            quarter
            revenue
            revenueGrowth
            ebitAdjusted
            ebitReported
            ebitda
            enterpriseValue
            epsAdjusted
            dividend
            dividendYield
            sharePrice
            nav
            navPerShare
            opexOfNav
            quarterlySharePrice
          }
        }
      }
      id
    }
    id
  }
}

fragment PriceAndRecommendation_Content on Content {
  __isContent: __typename
  createdAt
  companies {
    name
    pageUrl
    defaultInstrument {
      priceData {
        tradeCurrency
      }
      snapshot {
        priceData {
          date
          lastPrice
          tradeCurrency
        }
        transaction {
          date
          recommendation
          targetPrice
        }
        prevTransaction {
          recommendation
        }
      }
      id
    }
    id
  }
}

fragment PublishingDetails on Content {
  __isContent: __typename
  createdAt
  publishers {
    name
    imgUrl
  }
  authors {
    __typename
    id
    name
    slug
    imgUrl
    jobTitle
  }
  ... on Video {
    liveTime
  }
  ... on Webcast {
    liveTime
  }
}

fragment Reactions on Content {
  __isContent: __typename
  id
  reactionGroups {
    reactionType
    reactionsCount
    viewerReacted
  }
}

fragment ReportLink_Content on Content {
  __isContent: __typename
  type
  isPremium
  ... on CompanyReport {
    reportUrl
  }
  ... on ThirdPartyCompanyReport {
    reportUrl
  }
  ... on StockExchangeRelease {
    reportUrl
  }
}

fragment TrendingContent_1jQ2Cn on Query {
  trendingContent(type: ARTICLE) {
    __typename
    id
    title
    lang
    pageUrl
    createdAt
    type
    imgUrl
    companies {
      squareLogoUrl
      name
      id
    }
    authors {
      __typename
      imgUrl
      id
    }
    publishers {
      imgUrl
    }
  }
}


independent-validation-confirms-scientific-rigor-of-greater-thans-ai-model-for-crash-risk-prediction

__typename

title

isPremium

lang

htmlBody

summary

companies

createdAt

publishers

authors

reactionGroups

pageUrl

translations

imgUrl

description

changedAt

Greater Than is a data analytics company that uses artificial intelligence to transform GPS data into insights that predict a driver's crash probability and its climate impact. Insurance companies, fleets, transportation companies and other owners of GPS data use Greater Than's data analytics to work on driver risk management, insurance profitability, and manage sustainability and ESG reporting.

Greater Than

 Greater Than has validated its AI to strengthen trust and transparency in predictive risk intelligence for safe, sustainable mobility Independent review by AI expert Anders Arpteg confirms ...

<ul>	<li>Greater Than has validated its AI to strengthen trust and transparency in predictive risk intelligence for safe, sustainable mobility</li>	<li>Independent review by AI expert Anders Arpteg confirms scientific rigor of model</li>	<li>The AI uses real-world driving and crash data to predict crash outcomes regardless of geographies and vehicle types&nbsp;</li></ul>Greater Than, a global provider of risk intelligence into road safety and climate impact, has completed an independent third-party validation of its artificial intelligence (AI) technology by AI expert, Anders Arpteg. The validation reinforces Greater Than's commitment to transparency while confirming the scientific methodology behind its unique pattern-based model.&nbsp;<blockquote>"Following an independent technical validation, I confirm the scientific rigor of Greater Than's&nbsp; Crash Probability Score," said Independent Validator Anders Arpteg, Ph.D., Artificial Intelligence. "A defining characteristic of this model is its foundation on actual real-world crash outcomes, rather than the proxy indicators, such as harsh braking, commonly used in the industry."</blockquote>Greater Than's AI technology has been trained on over 20 years of driving data and verified crash outcomes, using anonymized data from 106 countries to reflect diverse driving conditions and behaviors. It analyzes GPS data to identify patterns in driving behavior and predict crash probability.&nbsp;<blockquote>"Because crash events are statistically rare, effectively training an AI to predict them requires a massive volume of historical and global data," added Anders Arpteg. "Given the model performance, it is clear that sufficient data from many years and countries has been used."</blockquote>For the validation, the company's Crash Probability Score was used as a representation of the AI model. The review confirmed that drivers with higher Scores were consistently associated with a disproportionate share of claims - regardless of geography, vehicle type or driver category. Both at-fault and not-fault claims were included, reflecting the probabilistic nature of crash risk and avoiding bias related to fault determination.&nbsp;<blockquote>"Trust and transparency are critical in the world of AI," said Anders Lindelöf, Co-founder &amp; Chief Technology Officer at Greater Than. "Given Anders Arpteg's extensive background in AI, we greatly value his thorough evaluation of our model so organizations can rely on our technology with confidence."</blockquote>At a time when the use of AI is growing rapidly within the mobility landscape, Greater Than believes transparency is essential to building trust. By completing this validation, the company aims to strengthen confidence in using AI to improve safety and sustainability outcomes within mobility - today and in the future. &nbsp;<div></div>

Independent Validation Confirms Scientific Rigor of Greater Than's AI Model for Crash Risk Prediction