pith:AYL2EDHU
The Augmentation Trap: AI Productivity and the Cost of Cognitive Offloading
Rational decision-makers adopt AI despite anticipating skill erosion, leaving workers less productive in the long run.
arxiv:2604.03501 v3 · 2026-04-03 · cs.HC · cs.AI
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Claims
Even a decision-maker who fully anticipates skill erosion rationally adopts AI when front-loaded productivity gains outweigh long-run skill costs, producing steady-state loss: the worker ends up less productive than before adoption.
The model assumes a specific functional form for how AI usage intensity directly erodes worker skill over time and that productivity decomposes into expertise-independent and expertise-dependent channels.
A dynamic model shows rational AI adoption can trap workers in lower productivity via skill erosion, with five regimes separating beneficial from harmful deployments.
Receipt and verification
| First computed | 2026-05-22T01:04:01.462731Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
0617a20cf4e7cb43b781890a3b503ddc3ef3e96471e44bb43624819443e6eb28
Aliases
· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AYL2EDHU47FUHN4BREFDWUB53Q \
| jq -c '.canonical_record' \
| python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 0617a20cf4e7cb43b781890a3b503ddc3ef3e96471e44bb43624819443e6eb28
Canonical record JSON
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