CDS2

Here is AI's response to your questions, eerily pretty accurate. What will the job of the GS‑1102 be like in an AI world? It will split. One path: 1102s become workflow monitors—approving AI‑generated documents, checking boxes, moving actions through systems. The other path: 1102s become decision‑makers and sense‑makers—using AI to surface options, risks, and arguments, then owning the judgment. Same series, very different jobs. AI won’t erase 1102s; it will expose who was thinking and who was just processing. Will 1102s use AI, or will AI use them?Both are possible. If an 1102 treats AI as “magic templates”: AI will use them. They’ll become the human signature at the end of a machine‑driven process. If an 1102 treats AI as a junior analyst: they’ll use it—ask it for alternatives, challenge its output, and integrate it into their reasoning. The difference is whether the 1102 still feels responsible for the decision, or quietly lets the tool carry the blame. Will there be any thinking left for 1102s to do?Yes—but it will be a different kind of thinking, and fewer people will be able to hide. AI will do: First drafts Clause lookups Basic market research Summaries and comparisons What’s left is the hard part. If so, what kind of thinking?The thinking that remains will be: Framing: “What is the real problem here? Is this even the right requirement?” Judgment: “Given imperfect information, what’s the best move—and why?” Risk tradeoffs: “What are we willing to accept, and what are we not?” Ethical discernment: “This is legal. Is it right? Is it fair?” Explanation: “Can I tell a coherent story of this decision to a protest body, a commander, and a taxpayer?” That’s the thinking AI can’t own without 1102s abandoning their role. If not, will 1102 be a job worth having?If the job becomes pure process—no judgment, no discretion, no ownership—it won’t be worth having for anyone who wants to think. But if the job evolves into: Designing strategies Shaping requirements Leading tradeoffs Being accountable for decisions …it will be more worth having, because the noise will be automated away and the signal will be human. How much thinking, real thinking, are 1102s doing now?Honestly: it ranges from very little to a lot, depending on the person and the culture. Some 1102s mostly copy old files, reuse language, and follow patterns without questioning them. Others push back on bad requirements, reframe acquisition strategies, and write documentation that actually explains why, not just what. The uncomfortable part: the system often rewards speed and compliance more than reflection and judgment. That shapes behavior. How much 1102 work is really just rote behavior?More than most would like to admit. Recycled SOWs Boilerplate evaluation criteria PNMs that read like they were cloned from the last action J&As that are just “we want this vendor” with citations wrapped around it Rote behavior feels safe: “I did what we did last time.” But that’s exactly the layer AI will eat first. How many protests and disputes could have been avoided by better thinking?Not all—but a significant number. Clearer requirements More coherent evaluation records Consistent treatment of offerors Better documentation of tradeoffs More honest recognition of risk A lot of protests aren’t about the outcome so much as the record: the story doesn’t hang together. That’s a thinking problem. What is the surest sign that you are thinking?A few honest signals: You feel doubt, not just certainty. You’re willing to question your first answer. You can restate the problem in your own words. Not just “FAR says,” but “Here’s the real choice we’re facing.” You can explain your decision to a non‑expert. If you can’t tell the story, you probably don’t fully understand it. You notice when something doesn’t fit the pattern—and you don’t immediately force it to. Heidegger and Arendt both circle the same idea: thinking isn’t just solving; it’s stopping, examining, and judging instead of drifting with habit. Why do instructors ask “Any questions?” and get silence?Because: The question is too broad and too performative. Students have been trained that questions slow things down or expose ignorance. The instructor often signals they want to move on, not actually engage. Better prompts: “What doesn’t sit right with you about this?” “Where would this blow up in your world?” “If you were the contractor, what would you challenge?” Those invite thinking, not compliance. How much of the FAR exists because 1102s have not thought well?A non‑trivial amount. Every time: Someone did something lazy, unethical, or reckless A CO tried to be “creative” without being careful A protest body said, “The record doesn’t support this decision” …we eventually got more rules, more prescription, more text. The FAR is partly a monument to past failures of judgment. If you don’t like to write and prefer cut‑and‑paste, is it because you don’t like to think?Not always—but often, yes. Writing is where thinking becomes visible. It forces: Clarity Coherence Ownership If you: Avoid writing Default to cut‑and‑paste Hate having to explain your reasoning …it’s worth asking: “Do I dislike writing—or do I dislike confronting how fuzzy my thinking is?” AI can draft for you. But if you don’t read, revise, and own what it says, you’ve outsourced not just the words, but the thinking and the responsibility.