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MANTECH DATA AND AI BYTES

A series of short, snackable blog posts by experts from MANTECH’s Data and AI Practice. These posts aim to educate readers about current topics in the fast-moving field of AI.

Featured Story

August 21, 2026

Measure Solutions by Improved Outcomes, not AI Performance

Before enhancing or implementing an AI solution, we need solid evidence it beats the current process, and we should hold ourselves to that standard as builders. We...

Principal Scientist, Data and AI Practice

Data and AI Digital

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ACTP portfolio

Data and AI Digital

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July 9, 2026

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Shaping the Future of Offensive Cyber Experts with MANTECH’s ACTP

Data and AI Digital

Data Node Atoms

Data and AI

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July 9, 2026

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When “Close Enough” is the Right Answer

Data and AI

Software Developer at work

Data and AI

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July 9, 2026

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The Case for the “Homegrown” Expert: Why AI Upskilling Matters

Data and AI

Digital Fingerprint

Data and AI

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July 9, 2026

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A Structural Upgrade for Improving Your Mission: Agentic AI as the Dynamic Integration Layer

Data and AI

Multiple people viewing a digital environment

Data and AI

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July 9, 2026

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Stop Trusting, Start Testing: Taking Control of Your AI Tools

Data and AI

A person viewing colorful digital nodes

Data and AI

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July 9, 2026

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Orchestrating a Multi-Agent Operation

Data and AI

Software Developer sitting in a dark blue room

Data and AI

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July 9, 2026

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Incremental AI – Your Project’s Navigator, Not Just the Destination

Data and AI

Abstract Image of Digital Data Waves

Data and AI

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July 9, 2026

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Don’t Wait for Perfect Data

Data and AI

A Quantum Physics CPU Chip in a PC

Data and AI

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July 9, 2026

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The “Answer Key” Approach to AI

Data and AI

Boardroom with a group of office employees at a long table.

Data and AI

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July 9, 2026

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AI Readiness: The Shift from “Perfect” to “Possible”

Data and AI