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Balam Labs
ISCO-08 8181

Glass and ceramics plant operators

9.1%
ADI · 365th of 433 · 95% interval 4.3–14.2

An AI agent can at least partly carry out 9.1% of the task time of glass and ceramics plant operators, and finish 0.0% alone. The barrier that holds most of the rest back is access to the systems the work runs on.

ADI · partial or full9.1%

365th of 433 · interval 4.3–14.2

ADI3 · full delegation0.0%

201st of 433 · interval 0.0–0.0

ADIs · share of time15.8%

349th of 433 · interval 12.9–18.7

Evidence180

task statements rated by two models and weighted by importance and frequency. World employment: 1.5 million.

Task weight by level

How the tasks rate

60%
31%
9%
L0No meaningful role · 60.2%L1Augmentation · 30.7%L2Partial delegation · 9.1%L3Full delegation · 0.0%
Barriers

What stops the agent

Physical presence96%
Accountability9%
Trust and care2%
Access to systems71%

Share of task weight flagged by each barrier; a task can carry several.

180 task statements, heaviest first
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Observe machine operations, control boards, and gauges to detect malfunctions such as clogged bushings and defective binder applicators.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers2.3%L1L1L128%25 minPhysical presence, Access to systems
Load materials into extruding and forming machines, using hand tools, and adjust feed mechanisms to set feed rates.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers2.3%L0L0L05%25 minPhysical presence, Access to systems
Set up, operate, or tend machines that extrude and form filaments from synthetic materials such as rayon, fiberglass, or liquid polymers.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers2.2%L0L0L112%4.5 hPhysical presence, Access to systems
Observe flow of finish across finish rollers, and turn valves to adjust flow to specifications.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task2.2%L0L0L05%15 minPhysical presence, Access to systems
Notify other workers of defects, and direct them to adjust extruding and forming machines.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers2.1%L1L1L230%12 minPhysical presence, Trust and care, Access to systems
Remove polymer deposits from spinnerettes and equipment, using silicone spray, brass chisels, and bronze-wool pads.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task2.0%L0L0L16%1.0 hPhysical presence, Access to systems
Record operational data on tags, and attach tags to machines.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task2.0%L1L1L122%8 minPhysical presence, Access to systems
Move controls to activate and adjust extruding and forming machines.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers2.0%L1L1L112%12 minPhysical presence, Accountability, Access to systems
Press metering-pump buttons and turn valves to stop flow of polymers.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task1.9%L0L0L02%3 minPhysical presence, Accountability, Access to systems
Press buttons to stop machines when processes are complete or when malfunctions are detected.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers1.9%L0L1L010%2 minPhysical presence, Access to systems
Record details of machine malfunctions.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers1.9%L2L2L255%12 minPhysical presence, Access to systems
Start metering pumps and observe operation of machines and equipment to ensure continuous flow of filaments extruded through spinnerettes and to detect processing defects.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task1.9%L1L1L228%38 minPhysical presence, Access to systems
Remove excess, entangled, or completed filaments from machines, using hand tools.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task1.9%L0L0L02%10 minPhysical presence, Access to systems
Wipe finish rollers with cloths and wash finish trays with water when necessary.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task1.8%L0L0L00%12 minPhysical presence, Access to systems
Open cabinet doors to cut multifilament threadlines away from guides, using scissors.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task1.7%L0L0L00%4 minPhysical presence
Show the other 165 tasks
Task statement (O*NET occupation)WeightLevelSonnet · HaikuShareHuman timeBarriers
Clean and maintain extruding and forming machines, using hand tools.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers1.7%L0L0L04%1.5 hPhysical presence, Access to systems
Lower pans inside cabinets to catch molten filaments until flow of polymer through packs has stopped.Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers · supplemental task1.4%L0L0L02%8 minPhysical presence, Access to systems
Weigh or measure materials, ingredients, or products to ensure conformance to requirements.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L1L1L118%10 minPhysical presence, Access to systems
Mix or blend ingredients by starting machines and mixing for specified times.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L1L1L115%30 minPhysical presence, Access to systems
Observe production or monitor equipment to ensure safe and efficient operation.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L1L1L230%4.5 hPhysical presence, Accountability, Access to systems
Read work orders to determine production specifications or information.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L2L2L378%8 minAccess to systems
Compound or process ingredients or dyes, according to formulas.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L1L1L115%52 minPhysical presence, Access to systems
Record operational or production data on specified forms.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L2L2L250%15 minPhysical presence, Access to systems
Stop mixing or blending machines when specified product qualities are obtained and open valves and start pumps to transfer mixtures.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L1L1L122%10 minPhysical presence, Accountability, Access to systems
Operate or tend machines to mix or blend any of a wide variety of materials, such as spices, dough batter, tobacco, fruit juices, chemicals, livestock feed, food products, color pigments, or explosive ingredients.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L1L1L115%4.4 hPhysical presence, Accountability, Access to systems
Examine materials, ingredients, or products visually or with hands to ensure conformance to established standards.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L1L1L118%10 minPhysical presence, Access to systems
Collect samples of materials or products for laboratory testing.Mixing and Blending Machine Setters, Operators, and Tenders0.9%L0L0L110%18 minPhysical presence, Access to systems
Dump or pour specified amounts of materials into machinery or equipment.Mixing and Blending Machine Setters, Operators, and Tenders0.8%L0L0L05%10 minPhysical presence, Access to systems
Monitor equipment operation, gauges, and panel lights to detect deviations from standards.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders0.8%L2L2L255%4.2 hPhysical presence, Access to systems
Test samples of materials or products to ensure compliance with specifications, using test equipment.Mixing and Blending Machine Setters, Operators, and Tenders · supplemental task0.8%L1L1L120%38 minPhysical presence, Accountability, Access to systems
Unload mixtures into containers or onto conveyors for further processing.Mixing and Blending Machine Setters, Operators, and Tenders0.8%L0L0L110%18 minPhysical presence, Access to systems
Transfer materials, supplies, or products between work areas, using moving equipment or hand tools.Mixing and Blending Machine Setters, Operators, and Tenders0.8%L0L0L06%22 minPhysical presence, Accountability, Access to systems
Add or mix chemicals or ingredients for processing, using hand tools or other devices.Mixing and Blending Machine Setters, Operators, and Tenders0.8%L0L0L18%25 minPhysical presence, Accountability, Access to systems
Tend accessory equipment, such as pumps or conveyors, to move materials or ingredients through production processes.Mixing and Blending Machine Setters, Operators, and Tenders0.8%L0L0L112%25 minPhysical presence, Access to systems
Clean work areas.Mixing and Blending Machine Setters, Operators, and Tenders0.8%L0L0L04%30 minPhysical presence, Access to systems
Press and adjust controls to activate, set, and regulate equipment according to specifications.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders0.8%L1L1L228%15 minPhysical presence, Accountability, Access to systems
Open valves to drain slurry from mixers into storage tanks.Mixing and Blending Machine Setters, Operators, and Tenders · supplemental task0.8%L0L1L010%10 minPhysical presence, Accountability, Access to systems
Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.7%L1L1L222%1.3 hPhysical presence, Access to systems
Remove products from equipment, manually or using hoists, and prepare them for storage, shipment, or additional processing.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.7%L0L0L04%25 minPhysical presence, Access to systems
Clean and maintain equipment, using hand tools.Mixing and Blending Machine Setters, Operators, and Tenders0.7%L0L0L06%52 minPhysical presence, Access to systems
Record gauge readings, test results, and shift production in log books.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders0.7%L2L2L248%25 minPhysical presence, Accountability, Access to systems
Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.7%L2L2L268%20 minAccess to systems
Stop equipment and clear blockages or jams, using fingers, wire, or hand tools.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.7%L0L0L04%18 minPhysical presence, Accountability, Access to systems
Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders0.7%L1L1L225%22 minPhysical presence, Access to systems
Transport materials and products to and from work areas, manually or using carts, handtrucks, or hoists.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders0.7%L0L0L04%18 minPhysical presence, Access to systems
Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders0.7%L2L2L265%15 minAccess to systems
Load equipment receptacles or conveyors with material to be processed, by hand or using hoists.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.7%L0L0L04%25 minPhysical presence, Access to systems
Confer with supervisors or other equipment operators to report equipment malfunctions or to resolve production problems.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders0.6%L1L1L230%12 minPhysical presence, Trust and care, Access to systems
Direct crane operators and crew members to load vessels with materials to be processed.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.6%L1L1L112%18 minPhysical presence, Accountability, Trust and care, Access to systems
Weigh or measure specified amounts of ingredients or materials for processing, using devices such as scales and calipers.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.6%L1L1L112%12 minPhysical presence, Access to systems
Observe operation of equipment to ensure continuity of flow, safety, and efficient operation, and to detect malfunctions.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.6%L1L1L120%4.3 hPhysical presence, Access to systems
Dislodge and clear jammed materials or other items from machinery or equipment, using hand tools.Mixing and Blending Machine Setters, Operators, and Tenders0.6%L0L0L04%18 minPhysical presence, Access to systems
Feed fuel, such as coal and coke, into fireboxes or onto conveyors, and remove ashes from furnaces, using shovels and buckets.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.5%L0L0L02%1.2 hPhysical presence, Accountability, Access to systems
Move controls to start, stop, or adjust machinery and equipment that crushes, grinds, polishes, or blends materials.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.5%L0L1L08%12 minPhysical presence, Accountability, Access to systems
Tend accessory equipment, such as pumps and conveyors, to move materials or ingredients through production processes.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.5%L0L0L112%38 minPhysical presence, Access to systems
Clean, lubricate, and adjust equipment, using scrapers, solvents, air hoses, oil, and hand tools.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.5%L0L0L04%52 minPhysical presence, Accountability, Access to systems
Clean, adjust, and maintain equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.5%L0L0L04%45 minPhysical presence, Accountability, Access to systems
Place glass into dies or molds of presses and control presses to form products, such as glassware components or optical blanks.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.5%L0L0L04%10 minPhysical presence, Access to systems
Verify depths and dimensions of cuts or carvings to ensure adherence to specifications, blueprints, or models, using measuring instruments.Stone Cutters and Carvers, Manufacturing0.5%L0L0L115%15 minPhysical presence, Access to systems
Spray or swab molds with oil solutions to prevent adhesion of glass.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.4%L0L0L02%5 minPhysical presence
Move fingers over surfaces of carvings to ensure smoothness of finish.Stone Cutters and Carvers, Manufacturing0.4%L0L0L02%10 minPhysical presence, Access to systems
Weigh or measure materials, ingredients, or products at specified intervals to ensure conformance to requirements.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.4%L1L1L115%8 minPhysical presence, Access to systems
Heat glass to pliable stage, using gas flames or ovens and rotating glass to heat it uniformly.Glass Blowers, Molders, Benders, and Finishers0.4%L0L0L02%18 minPhysical presence, Access to systems
Inspect, weigh, and measure products to verify conformance to specifications, using instruments such as micrometers, calipers, magnifiers, or rulers.Glass Blowers, Molders, Benders, and Finishers0.4%L0L0L05%8 minPhysical presence, Access to systems
Transfer materials, supplies, and products between work areas, using moving equipment and hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L04%25 minPhysical presence, Accountability, Access to systems
Blow tubing into specified shapes to prevent glass from collapsing, using compressed air or own breath, or blow and rotate gathers in molds or on boards to obtain final shapes.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.4%L0L0L02%18 minPhysical presence
Cut, shape, and finish rough blocks of building or monumental stone, according to diagrams or patterns.Stone Cutters and Carvers, Manufacturing0.4%L0L0L16%6.0 hPhysical presence
Clean work areas.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.4%L0L0L04%25 minPhysical presence, Access to systems
Test samples of materials or products to ensure compliance with specifications, using test equipment.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.4%L1L1L120%30 minPhysical presence, Accountability, Access to systems
Examine materials, ingredients, or products, visually or with hands, to ensure conformance to established standards.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.4%L1L1L112%8 minPhysical presence, Access to systems
Shape, trim, or touch up roughed-out designs with appropriate tools to finish carvings.Stone Cutters and Carvers, Manufacturing0.4%L0L0L04%1.5 hPhysical presence
Adjust wheel speeds according to the feel of the clay as pieces enlarge and walls become thinner.Potters, Manufacturing0.4%L0L0L02%15 minPhysical presence
Position balls of clay in centers of potters' wheels, and start motors or pump treadles with feet to revolve wheels.Potters, Manufacturing0.4%L0L0L00%2 minPhysical presence
Mark bins as to types of mixtures stored.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L19%5 minPhysical presence, Access to systems
Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L2L2L250%15 minPhysical presence, Access to systems
Monitor machine operations and observe lights and gauges to detect malfunctions.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L1L1L235%4.1 hPhysical presence, Access to systems
Press control buttons to activate machinery and equipment.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L0L0L02%1 minPhysical presence, Access to systems
Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L1L1L115%10 minPhysical presence, Accountability, Access to systems
Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L1L1L120%25 minPhysical presence, Access to systems
Inspect chains, belts, or scrolls for signs of wear.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.4%L0L0L110%15 minPhysical presence, Access to systems
Study artistic objects or graphic materials, such as models, sketches, or blueprints, to plan carving or cutting techniques.Stone Cutters and Carvers, Manufacturing · supplemental task0.4%L1L1L242%1.1 hPhysical presence
Shape, bend, or join sections of glass, using paddles, pressing and flattening hand tools, or cork.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.4%L0L0L02%25 minPhysical presence
Carve designs or figures in full or bas relief on stone, employing knowledge of stone carving techniques and sense of artistry to produce carvings consistent with designers' plans.Stone Cutters and Carvers, Manufacturing · supplemental task0.4%L0L0L19%6.5 hPhysical presence
Lay out designs or dimensions from sketches or blueprints on stone surfaces, freehand or by transferring them from tracing paper, using scribes or chalk and measuring instruments.Stone Cutters and Carvers, Manufacturing0.4%L1L1L112%38 minPhysical presence
Turn controls to adjust machine functions, such as regulating air pressure, creating vacuums, and adjusting coolant flow.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.4%L0L0L110%10 minPhysical presence, Access to systems
Notify supervisors of needed repairs.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.4%L1L1L242%8 minPhysical presence, Access to systems
Record manufacturing information, such as quantities, sizes, or types of goods produced.Glass Blowers, Molders, Benders, and Finishers0.4%L1L1L250%10 minPhysical presence, Access to systems
Set mill gauges to specified fineness of grind.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.4%L1L1L115%20 minPhysical presence, Access to systems
Raise and shape clay into wares, such as vases and pitchers, on revolving wheels, using hands, fingers, and thumbs.Potters, Manufacturing0.4%L0L0L02%20 minPhysical presence
Replace worn or defective equipment parts, using hand tools.Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders · supplemental task0.4%L0L0L110%1.3 hPhysical presence, Accountability, Access to systems
Record data from operations, testing, and production on specified forms.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.4%L2L2L250%20 minPhysical presence, Access to systems
Drill holes and cut or carve moldings and grooves in stone, according to diagrams and patterns.Stone Cutters and Carvers, Manufacturing0.4%L0L0L110%1.8 hPhysical presence
Turn valves to regulate the moisture contents of materials.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L110%8 minPhysical presence, Access to systems
Activate machines to shape or form products, such as candy bars, light bulbs, balloons, or insulation panels.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.4%L0L0L110%25 minPhysical presence, Access to systems
Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.3%L2L2L262%20 minAccountability, Access to systems
Collect samples of materials or products for laboratory testing.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L110%15 minPhysical presence, Access to systems
Move pieces from wheels so that they can dry.Potters, Manufacturing0.3%L0L0L01%2 minPhysical presence
Set up and adjust machine press stroke lengths and pressures and regulate oven temperatures, according to glass types to be processed.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.3%L1L1L118%38 minPhysical presence, Access to systems
Determine types and quantities of glass required to fabricate products.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.3%L2L2L260%38 minAccess to systems
Press thumbs into centers of revolving clay to form hollows, and press on the inside and outside of emerging clay cylinders with hands and fingers, gradually raising and shaping clay to desired forms and sizes.Potters, Manufacturing0.3%L0L0L00%15 minPhysical presence
Design and create glass objects, using blowpipes and artisans' hand tools and equipment.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.3%L0L0L18%2.8 hPhysical presence
Read work orders to determine production specifications and information.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.3%L2L2L378%10 minAccess to systems
Operate and maintain finishing machines to grind, drill, sand, bevel, decorate, wash, or polish glass or glass products.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.3%L0L0L16%2.5 hPhysical presence, Access to systems
Reject defective products and readjust equipment to eliminate problems.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.3%L1L1L222%18 minPhysical presence, Access to systems
Load materials into machinery and equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L04%12 minPhysical presence
Select chisels, pneumatic or surfacing tools, or sandblasting nozzles, and determine sequence of use.Stone Cutters and Carvers, Manufacturing0.3%L1L1L232%22 minPhysical presence, Access to systems
Clear jams, and remove defective or substandard materials or products.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.3%L0L0L16%12 minPhysical presence, Accountability, Access to systems
Carve rough designs freehand or by chipping along marks on stone, using mallets and chisels or pneumatic tools.Stone Cutters and Carvers, Manufacturing · supplemental task0.3%L0L0L04%2.0 hPhysical presence
Add or mix chemicals and ingredients for processing, using hand tools or other devices.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L112%20 minPhysical presence, Accountability, Access to systems
Send product samples to laboratories for analysis.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L1L1L232%30 minPhysical presence, Access to systems
Smooth surfaces of carvings, using rubbing stones.Stone Cutters and Carvers, Manufacturing · supplemental task0.3%L0L0L00%1.4 hPhysical presence
Select and install machine components, such as dies, molds, and cutters, according to specifications, using hand tools and measuring devices.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L112%1.0 hPhysical presence, Access to systems
Synchronize speeds of sections of machines when producing products involving several steps or processes.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.3%L1L1L118%25 minPhysical presence, Access to systems
Remove materials or products from molds or from extruding, forming, pressing, or compacting machines, and stack or store them for additional processing.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L04%6 minPhysical presence, Access to systems
Notify supervisors when extruded filaments fail to meet standards.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.3%L1L1L350%8 minPhysical presence, Access to systems
Couple air and gas lines to machines to maintain plasticity of material and to regulate solidification of final products.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L04%18 minPhysical presence, Accountability, Access to systems
Dislodge and clear jammed materials or other items from machinery and equipment, using hand tools.Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders0.3%L0L0L04%18 minPhysical presence, Accountability, Access to systems
Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.3%L0L0L02%18 minPhysical presence, Access to systems
Measure, mix, cut, shape, soften, and join materials and ingredients, such as powder, cornmeal, or rubber to prepare them for machine processing.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L04%30 minPhysical presence, Access to systems
Pull wires through bases of articles and wheels to separate finished pieces.Potters, Manufacturing0.3%L0L0L00%10 minPhysical presence
Smooth surfaces of finished pieces, using rubber scrapers and wet sponges.Potters, Manufacturing0.3%L0L0L12%15 minPhysical presence
Complete work tickets, and place them with products.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L1L1L235%8 minPhysical presence, Access to systems
Swab molds with solutions to prevent products from sticking.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L02%5 minPhysical presence, Access to systems
Feed products into machines by hand or conveyor.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L04%12 minPhysical presence, Access to systems
Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders0.3%L0L0L04%18 minPhysical presence, Access to systems
Guide nozzles over stone, following stencil outlines, or chip along marks to create designs or to work surfaces down to specified finishes.Stone Cutters and Carvers, Manufacturing · supplemental task0.3%L0L0L02%1.5 hPhysical presence
Pour, scoop, or dump specified ingredients, metal assemblies, or mixtures into sections of machine prior to starting machines.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L04%12 minPhysical presence, Access to systems
Brush or spray mold surfaces with parting agents or insert paper into molds to ensure smoothness and prevent sticking or seepage.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.3%L0L0L02%10 minPhysical presence
Measure arbors and dies to verify sizes specified on work tickets.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L0L0L05%12 minPhysical presence, Access to systems
Develop sketches of glass products into blueprint specifications, applying knowledge of glass technology and glass blowing.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.3%L2L2L260%2.5 h–
Verify accuracy of shapes and sizes of objects, using calipers and templates.Potters, Manufacturing0.3%L0L0L112%10 minPhysical presence
Load sandblasting equipment with abrasives, attach nozzles to hoses, and turn valves to admit compressed air and activate jets.Stone Cutters and Carvers, Manufacturing · supplemental task0.3%L0L0L02%15 minPhysical presence
Remove or add stencils during blasting to create differing cut depths, intricate designs, or rough, pitted finishes.Stone Cutters and Carvers, Manufacturing · supplemental task0.3%L0L0L19%38 minPhysical presence
Align and assemble parts to produce completed products, using gauges and hand tools.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.3%L0L0L04%30 minPhysical presence, Access to systems
Copy drawings on rough clay or plaster models.Stone Cutters and Carvers, Manufacturing · supplemental task0.3%L0L0L04%1.8 hPhysical presence
Superimpose bent tubing on asbestos patterns to ensure accuracy.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.3%L0L0L04%9 minPhysical presence
Load or stack filled molds in ovens, dryers, or curing boxes, or on storage racks or carts.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.3%L0L0L04%22 minPhysical presence
Clean, finish, and lubricate molds and mold parts.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.3%L0L0L04%38 minPhysical presence
Attach handles to pottery pieces.Potters, Manufacturing0.3%L0L0L04%9 minPhysical presence
Cut lengths of tubing to specified sizes, using files or cutting wheels.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.3%L0L0L04%8 minPhysical presence
Disassemble equipment to repair it or to replace parts, such as nozzles, punches, and filters.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.3%L1L1L112%1.3 hPhysical presence, Accountability, Access to systems
Read work orders or examine parts to determine parts or sections of products to be produced.Molders, Shapers, and Casters, Except Metal and Plastic0.3%L1L1L245%12 minPhysical presence, Access to systems
Separate models or patterns from molds and examine products for accuracy.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.3%L0L0L16%18 minPhysical presence
Trim or remove excess material, using scrapers, knives, or band saws.Molders, Shapers, and Casters, Except Metal and Plastic0.3%L0L0L02%18 minPhysical presence
Dress stone surfaces, using bushhammers.Stone Cutters and Carvers, Manufacturing · supplemental task0.3%L0L0L02%1.4 hPhysical presence
Assemble, insert, and adjust wires, tubes, cores, fittings, rods, or patterns into molds, using hand tools and depth gauges.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L04%25 minPhysical presence, Access to systems
Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L110%40 minPhysical presence, Access to systems
Select sizes and types of molds according to instructions.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L1L1L242%20 minPhysical presence, Access to systems
Engrave or stamp identifying symbols, letters, or numbers on products.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L215%12 minPhysical presence, Access to systems
Remove molds, mold components, and feeder tubes from machinery after production is complete.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.2%L0L0L04%52 minPhysical presence, Accountability, Access to systems
Remove excess materials and level and smooth wet mold mixtures.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L04%18 minPhysical presence
Start machine units and conveyors and observe lights and gauges on panel board to verify operational efficiency.Potters, Manufacturing · supplemental task0.2%L0L1L010%15 minPhysical presence, Access to systems
Set the proper operating temperature for each casting.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L1L1L232%18 minPhysical presence, Access to systems
Withdraw cores or other loose mold members after castings solidify.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L02%15 minPhysical presence, Access to systems
Place rubber hoses on ends of tubing and charge tubing with gas.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.2%L0L0L02%12 minPhysical presence
Prepare work for sale or exhibition, and maintain relationships with retail, pottery, art, and resource networks that can facilitate sale or exhibition of work.Potters, Manufacturing0.2%L2L2L242%2.5 hPhysical presence, Trust and care
Operate drying chambers to dry or finish molded ceramic ware.Potters, Manufacturing · supplemental task0.2%L0L0L220%52 minPhysical presence, Access to systems
Repair broken scrolls by replacing them with new sections of tubing.Glass Blowers, Molders, Benders, and Finishers · supplemental task0.2%L0L0L04%1.1 hPhysical presence
Smooth surfaces of molds, using scraping tools or sandpaper.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L14%1.0 hPhysical presence
Operate gas or electric kilns to fire pottery pieces.Potters, Manufacturing0.2%L1L1L218%2.8 hPhysical presence, Access to systems
Examine finished ware for defects and measure dimensions, using rule and thickness gauge.Potters, Manufacturing0.2%L0L0L110%8 minPhysical presence
Measure and cut products to specified dimensions, using measuring and cutting instruments.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L04%15 minPhysical presence
Measure ingredients and mix molding, casting material, or sealing compounds to prescribed consistencies, according to formulas.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L110%30 minPhysical presence
Adjust pressures, temperatures, and trimming tool settings as required.Potters, Manufacturing · supplemental task0.2%L1L1L112%15 minPhysical presence, Access to systems
Mix and apply glazes to pottery pieces, using tools, such as spray guns.Potters, Manufacturing0.2%L0L0L19%52 minPhysical presence
Pour, pack, spread, or press plaster, concrete, or other materials into or around models or molds.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L04%38 minPhysical presence
Construct or form molds for use in casting clay or plaster objects, using plaster, fiberglass, rubber, casting machines, patterns, or flasks.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L110%2.5 hPhysical presence
Verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L110%8 minPhysical presence, Accountability
Patch broken edges or fractures, using clay or plaster.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L16%38 minPhysical presence
Tap or tilt molds to ensure uniform distribution of materials.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L01%5 minPhysical presence
Repair mold defects, such as cracks or broken edges, using patterns, mold boxes, or hand tools.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L16%30 minPhysical presence, Access to systems
Bore holes or cut grates, risers, or pouring spouts in molds, using power tools.Molders, Shapers, and Casters, Except Metal and Plastic · supplemental task0.2%L0L0L04%22 minPhysical presence
Pack and ship pottery to stores or galleries for retail sale.Potters, Manufacturing0.2%L1L1L225%1.0 hPhysical presence, Access to systems
Maintain supplies of tools, equipment, and materials, and order additional supplies as needed.Potters, Manufacturing0.2%L2L2L248%45 minPhysical presence, Access to systems
Operate pug mills to blend and extrude clay.Potters, Manufacturing0.2%L0L0L04%38 minPhysical presence, Access to systems
Install, align, and adjust neck rings, press plungers, and feeder tubes.Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders · supplemental task0.2%L0L0L19%45 minPhysical presence, Access to systems
Design clay forms and molds, and decorations for forms.Potters, Manufacturing · supplemental task0.1%L1L1L232%3.5 hPhysical presence
Design spaces to display pottery for sale.Potters, Manufacturing0.1%L1L1L242%3.5 hPhysical presence, Access to systems
Perform test-fires of pottery to determine how to achieve specific colors and textures.Potters, Manufacturing0.1%L1L1L228%4.8 hPhysical presence
Teach pottery classes.Potters, Manufacturing · supplemental task0.1%L1L1L120%1.8 hPhysical presence, Trust and care

Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.

Against other measures

Exposure is not delegation

MeasureValuePercentile
ADI (this index)9.1%16
Eloundou et al. (2024), GPT exposure β0.07914
Felten et al. (2021), AI occupational exposure-0.96623
Webb (2020), AI patent exposure52.72243
Eisfeldt et al. (2026), generative AI exposure0.07530
Anthropic Economic Index, observed use0.00434

Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.

Same sub-major group (81)

Neighbouring occupations

Dashed line: glass and ceramics plant operators (9.1%).

Cite this record
Text

Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Glass and ceramics plant operators (ISCO-08 8181), https://balamlabs.org/adi/occupations/8181

BibTeX
@misc{espinal2026adidata,
  title     = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
  author    = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
  year      = {2026},
  publisher = {Zenodo},
  version   = {v2026.1},
  doi       = {10.5281/zenodo.23552918},
  url       = {https://doi.org/10.5281/zenodo.23552918},
  note      = {Record: Glass and ceramics plant operators (ISCO-08 8181)}
}
Machine-readable

The same record as static JSON, with its citation: /adi/v2026.1/isco/8181.json.