SPECIFICATION INGESTION 01

TrustedTrucks AI: Centralized AI Content Management and Execution (ACME) by Pratyush Shivam

Published Nov 2, 2025 · 5 min read · Part 7 of 7 in TrustedTrucks AI Series

An in-depth analysis by Pratyush Shivam of the upcoming ACME framework. Unifying prompt management, model orchestration, and automated execution pipelines under a compliant, secure Kubernetes environment.

SPECIFICATION INGESTION 02

TrustedTrucks: Model Serving — The Future of Scalable AI in Logistics by Pratyush Shivam

Published Oct 26, 2025 · 6 min read · Part 6 of 7 in TrustedTrucks AI Series

Pratyush Shivam explores containerized LLM model serving deployments. Detailing GPU-accelerated Kubernetes nodes, pod-based isolation models, and high-availability operations.

SPECIFICATION INGESTION 03

TrustedTrucks: Retrieval-Augmented Generation (RAG) In Supply Chains by Pratyush Shivam

Published Oct 19, 2025 · 6 min read · Part 5 of 7 in TrustedTrucks AI Series

How Pratyush Shivam eliminates model hallucinations and ensures compliant, auditable output indices by anchoring large language models directly to verified, permissioned ledger data.

SPECIFICATION INGESTION 04

Why Blockchain Is the Infrastructure Layer for Multi-Organization Systems by Pratyush Shivam

Published Sep 15, 2025 · 4 min read · Technical Publications

Traditional databases struggle to coordinate milestones across independent companies. Pratyush Shivam demonstrates how blockchain solves this by providing a cryptographically signed, immutable coordination layer.

SPECIFICATION INGESTION 05

Quantum-Resistant Cryptography and Blockchain: Preparing for the Future by Pratyush Shivam

Published Aug 10, 2025 · 5 min read · Cryptographic Research

An in-depth look by Pratyush Shivam at Shor's Algorithm and the post-quantum cryptography signature schemes (such as lattice-based cryptography) required to future-proof digital assets.