Thin file*
chartmypath.io/AICookedMyDegree
BSc in Fisheries
verdict slip · printed 1 Aug 2026 · sources on every line
HONEST VERDICT: the evidence file on this one is thinner than we'd like. 8 rows held up to sourcing: we print those and nothing else.
how to read this slip
stays humanthe evidence says this stays human led
with AIdone faster with AI in the loop: still needs you
shiftingthe evidence says AI already reaches this one
no data yetno source covers it yet, so we don't guess
STAYS HUMAN6
with AI2
shifting0
tasks charted · feeds 1 jobs8
of 8 charted tasks: 6 stay human · 2 run with AI in the loop · 0 are shifting. counts only: we don't do scores.
First-Line Supervisors of Farming, Fishing, and Forestry Workers[feeds: source]
Assign tasks such as feeding and treatment of animals, and cleaning and maintenance of animal quarters.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Record the numbers and types of fish or shellfish reared, harvested, released, sold, and shipped.with AI
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Monitor workers to ensure that safety regulations are followed, warning or disciplining those who violate safety regulations.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Observe animals for signs of illness, injury, or unusual behavior, notifying veterinarians or managers as warranted.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Observe fish and beds or ponds to detect diseases, monitor fish growth, determine quality of fish, or determine completeness of harvesting.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Train workers in tree felling or bucking, operation of tractors or loading machines, yarding or loading techniques, or safety regulations.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Treat animal illnesses or injuries, following experience or instructions of veterinarians.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗Train workers in spawning, rearing, cultivating, and harvesting methods, and in the use of equipment.stays human
Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.
open source ↗the delta: what moves your picture
#1 Using AI to summarize harvest and yield records fast, then checking the summary against the actual logbook before it's reported
In BSc in Fisheries' own task ledger, First-Line Supervisors of Farming, Fishing, and Forestry Workers' "Record the numbers and types of fish or shellfish reared, harvested, released,…" rates augmented; the one matched row here rates augmented. Checking a summary against the actual logbook is what keeps a harvest record accurate. first step: NOAA Fisheries: Recreational and Commercial Fishing Data · free · ~15 min
#2 Using AI to draft daily task assignments fast, then checking animal-welfare and safety requirements before assigning the crew
Among BSc in Fisheries' matched ledger rows, First-Line Supervisors of Farming, Fishing, and Forestry Workers' "Assign tasks such as feeding and treatment of animals, and cleaning and…" rates augmented; the one matched row here rates augmented. Checking a task sheet against the real welfare and safety requirements is what keeps an assignment responsible. first step: USDA APHIS: Animal Care · free · ~15 min
#3 Using AI to help identify species or catch types fast, then confirming the identification against a real field guide before it's logged
Looking at the roles BSc in Fisheries feeds into, First-Line Supervisors of Farming, Fishing, and Forestry Workers' "Record the numbers and types of fish or shellfish reared, harvested, released,…" rates augmented; the one matched row here rates augmented. Confirming an identification against a real field guide is what keeps a catch log compliant. first step: NOAA Fisheries: Species Directory · free · ~10 min
* THE HONESTY BOX
thin file means exactly that: task-level research on this field is patchier than for others we cover. we could have padded this slip to look complete. we didn't. every printed line is sourced; where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.
Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.
thin file means exactly that: task-level research on this field is patchier than for others we cover. we could have padded this slip to look complete. we didn't. every printed line is sourced; where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.
Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.
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