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Atharv Arya

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  1. Must multi-agent coordination be demonstrated, or is single-agent with extensibility enough?

    1 vote

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-FH1: Edge AI-V2X Integrated Practical Solutions for Congestion Prevention and Mitigation  ·  Admin →
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  2. Preferred archived data sources, or is sourcing offeror-driven?

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-FH1: Edge AI-V2X Integrated Practical Solutions for Congestion Prevention and Mitigation  ·  Admin →
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  3. What CV *********** rate should the benefits analysis assume?

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-FH1: Edge AI-V2X Integrated Practical Solutions for Congestion Prevention and Mitigation  ·  Admin →
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  4. Is CARMA / Saxton Lab integration expected for the HIL demo?

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-FH1: Edge AI-V2X Integrated Practical Solutions for Congestion Prevention and Mitigation  ·  Admin →
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  5. C-V2X as baseline given 5.9 GHz reallocation, or is DSRC still acceptable?

    1 vote

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-FH1: Edge AI-V2X Integrated Practical Solutions for Congestion Prevention and Mitigation  ·  Admin →
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  6. Commercial Readiness Assessment — are signed LOIs expected from partners?

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-OS2: Freight Corridor Predictive Intelligence  ·  Admin →
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  7. Data integration plan — strategy document or working ingest pipelines?

    1 vote

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-OS2: Freight Corridor Predictive Intelligence  ·  Admin →
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  8. Digital twin expectation — microsimulation, generative AI, or existing platform integration?

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-OS2: Freight Corridor Predictive Intelligence  ·  Admin →
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  9. Priority among data sources, and are licensed feeds (NPMRDS, ATRI) government-furnished?

    1 vote

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-OS2: Freight Corridor Predictive Intelligence  ·  Admin →
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  10. Clarification on 80% accuracy target — spatial unit and error metric?

    1 vote

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    0 comments  ·  U.S. DOT FY 2026 Phase I Pre-Solicitation Q&A » 26-OS2: Freight Corridor Predictive Intelligence  ·  Admin →
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