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- Jul 13, 2026Ghost Mesh Inc.SupportBusiness
Ghost Mesh Inc. supports the proposed clause but argues that it lacks a verification mechanism for contractor attestation. They recommend requiring tamper-evident, independently verifiable records and "keep-local" inference to ensure compliance with data safeguarding and model integrity requirements.
Read comment → - Jul 5, 2026Echelon Intelligence Group LLC (d/b/a Rubric ProtocolSupportBusiness📎 Attachment
Scott Sims, Founder of Rubric Protocol (Echelon Intelligence Group LLC), supports the proposed GSA clause but argues it contains a structural gap regarding the evidentiary integrity of records. He recommends adding permissive language to ensure that attestations, audit trails, and logs are independently verifiable, tamper-evident, and preserved outside the operator's unilateral control.
Read comment → - Jun 28, 2026SWAIN JOHNSupportBusiness📎 Attachment
SWAIN JOHN, a 501(c)(3) non-profit public trust protection services district and GSA MAS Schedule holder, supports the proposed GSAR clause regarding data safeguarding in LLMs. They argue that the federal government should move beyond point-in-time compliance toward structurally verifiable, real-time telemetry and immutable cryptographic logging to prevent algorithmic drift and unauthorized data exploitation.
Read comment → - Jul 13, 2026Krishna Chaitanya BalusuSupportIndividual📎 Attachment
Krishna Chaitanya Balusu, an individual contributor to OpenTelemetry and an IEEE Senior Member, supports the core objectives of the proposed GSAR clause 552.239-7001. He argues that the clause should be strengthened by requiring structured, machine-readable telemetry (specifically referencing OpenTelemetry GenAI semantic conventions) to ensure audit trails are verifiable, portable, and consistent across the AI supply chain.
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