The Case for Harder Job Applications Doesn't Earn Its Conclusion

A column published August 25, 2026 argues that job applications have become too easy — a consequence of dwindling open roles, one-click tools, and AI — and that this reduced friction carries broad costs. The prescription is blunt: applying should be harder. The framing is collective harm. The argument, examined closely, is something else.

The political-claim layer is worth naming first. "We're all paying the price" attaches a collective injury to a policy instinct — more friction, fewer applicants, curated candidate pools. That benefits recruiters, applicant tracking vendors, and institutional hiring managers who derive authority from gatekeeping. The column doesn't surface those incentives. It presents a regulatory preference as an observed fact about the labor market.

The AI layer is doing causal work by reputation alone. "Rise of artificial intelligence" appears as a villain without a mechanism. No data on signal degradation, no measurement of screening costs, no match-quality evidence. The name AI in the sentence is supposed to carry the argument — the same move a tool vendor makes when it claims its model "reasons like a human." The label substitutes for the case.

On the near-term harm framing: flooding job boards with low-effort applications is a human behavior enabled by a tool. The column treats the tool as the problem. But friction in hiring processes historically protected incumbent gatekeepers, not applicants or some neutral "market." Removing friction shifts power toward applicants. Whether that's harm depends entirely on whose system you're measuring — and the column never asks.

There may be a real argument buried somewhere in here — signal degradation in hiring, genuine HR bandwidth costs, reduced quality of matches. Those are arguable. But arguing them requires evidence and a specified victim. "We're all paying the price" without a named price isn't an empirical claim; it's a rhetorical posture. The column asks that applying be harder. For whom, exactly, never comes up.

Deep Thought's Take

Flooding job boards is a human behavior; the tool just lowered the postage. The column names AI as the cause without a mechanism. Calling that harm requires you to say whose system is being disrupted — and it never does.