Notes from the information environment
Practitioner writing on acquisition, AI adoption, and open-source tradecraft — from the people doing the work, not a marketing department.
More writing
What Contracting Officers Actually Need From AI
Most procurement AI pitches solve a problem contracting officers do not have. The useful work is narrower, less glamorous, and far more valuable.
Validating Open Sources Before They Reach a Commander
Collection is cheap and getting cheaper. Confidence is expensive. A working discipline for source validation in a synthetic-media environment.
Teaming With a Small Business: What Primes Get Wrong
Socioeconomic teaming is treated as a compliance checkbox far more often than a capability decision. That costs primes real evaluation points.
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