Municipal Firefighters

Operate pumps connected to high-pressure hoses.

AI: Fully automatable - Operating pumps and controlling pressure is a bounded industrial control problem that can be automated and remotely managed by AI systems available by 2025.

Prepare written reports that detail specifics of fire incidents.

AI: Fully automatable - By 2025 AI systems can generate detailed, accurate written incident reports from sensor logs, radio transcripts, and structured inputs, fully automating report writing given reliable data.

Inform and educate the public on fire prevention.

AI: Fully automatable - AI can fully automate public fire-prevention education through tailored messaging, chatbots, content generation, and campaign optimization at scale.

Participate in courses, seminars and conferences, and study fire science literature, to learn firefighting techniques.

AI: Fully automatable - AI can autonomously ingest literature, generate summaries, create training modules, and participate in virtual seminars, effectively automating learning and knowledge-updating tasks.

Search burning buildings to locate fire victims.

AI: Partial - AI-enabled drones and thermal sensors can help locate victims in burning structures but cannot fully replace trained firefighters performing close-quarters search and rescue in complex, dynamic environments.

Rescue victims from burning buildings, accident sites, and water hazards.

AI: Partial - AI can support rescue operations with guidance, robotics, and coordination tools, but fully autonomous physical rescue of people in varied hazardous contexts is not yet reliable.

Administer first aid and cardiopulmonary resuscitation to injured persons.

AI: Partial - AI can guide responders and control automated defibrillators or CPR feedback devices, but cannot fully perform hands-on first aid and CPR without human or robotic actuators that are not broadly deployed by 2025.

Dress with equipment such as fire-resistant clothing and breathing apparatus.

AI: Partial - AI can provide step-by-step guidance or assistive robotics for donning equipment, but it cannot universally and autonomously perform the physical act of dressing firefighters in PPE across real-world conditions.

Assess fires and situations and report conditions to superiors to receive instructions, using two-way radios.

AI: Partial - AI can analyze sensor data and draft situation reports and even relay structured updates via radio, but human judgment and command decisions remain necessary in dynamic incident command systems.

Move toward the source of a fire, using knowledge of types of fires, construction design, building materials, and physical layout of properties.

AI: Partial - AI can help navigate toward fire sources using sensors and building models, but relying solely on AI for tactical movement and complex situational awareness in structures is not yet feasible.

Respond to fire alarms and other calls for assistance, such as automobile and industrial accidents.

AI: Partial - AI can automate dispatch, triage, and route planning for responses, but the physical act of responding to incidents (driving apparatus, on-scene actions) still requires human responders.

Create openings in buildings for ventilation or entrance, using axes, chisels, crowbars, electric saws, or core cutters.

AI: Partial - Forcible entry requires heavy manual work and real‑time judgement in unstable structures; robotics/AI can assist but cannot reliably perform it autonomously by 2025.

Drive and operate fire fighting vehicles and equipment.

AI: Partial - While autonomous vehicle tech exists, emergency driving and operating firefighting apparatus in chaotic scenes requires human judgement and integration not fully automated by 2025.

Take action to contain hazardous chemicals that might catch fire, leak, or spill.

AI: Partial - Containing hazardous chemicals often needs specialist hands‑on interventions and adaptive decision‑making; AI can guide and assist but cannot fully execute containment in most real scenarios.

Inspect fire sites after flames have been extinguished to ensure that there is no further danger.

AI: Partial - Drones and AI can detect hotspots and hazards after fires, but full safety inspections need human structural, olfactory, and situational judgement that AI cannot fully replicate yet.

Lay hose lines and connect them to water supplies.

AI: Partial - Laying and connecting heavy hose lines in variable, dynamic environments is primarily a manual task where AI/robots can assist but not fully autonomously perform reliably by 2025.

Position and climb ladders to gain access to upper levels of buildings, or to rescue individuals from burning structures.

AI: Partial - Positioning and climbing ladders for access or rescue requires dexterity, balance, and moment‑to‑moment judgement that current robotics/AI cannot reliably achieve autonomously.

Select and attach hose nozzles, depending on fire type, and direct streams of water or chemicals onto fires.

AI: Partial - Selecting/attaching nozzles and directing streams combines tactile manipulation and rapid tactical decisions in dynamic fires; AI can advise and remotely assist but not fully automate reliably.

Spray foam onto runways, extinguish fires, and rescue aircraft crew and passengers in air-crash emergencies.

AI: Partial - AI can automate foam delivery and operate remote firefighting systems, but complex aircraft rescues and passenger extrication remain dependent on human rescue teams.

Collaborate with police to respond to accidents, disasters, and arson investigation calls.

AI: Partial - Collaboration with police in accidents, disasters, and arson responses involves legal authority, interpersonal judgement, and ad hoc decisions where AI can support but not fully replace humans.

Participate in fire drills and demonstrations of fire fighting techniques.

AI: Partial - AI can run realistic simulations and lead virtual demonstrations, but physically participating in hands‑on drills and demonstrations with human crews remains only partially automatable.

Participate in physical training activities to maintain a high level of physical fitness.

AI: Partial - AI can design, monitor, and coach physical training via programs and wearable telemetry but cannot physically perform or replace a human's participation in exercise.

Protect property from water and smoke, using waterproof salvage covers, smoke ejectors, and deodorants.

AI: Partial - AI can guide, plan, and remotely operate some equipment (e.g., fans, pumps) but cannot reliably handle all on-site, dexterous property-protection tasks across varied environments.

Salvage property by removing broken glass, pumping out water, and ventilating buildings to remove smoke.

AI: Partial - AI can control pumps, optimize ventilation strategies, and provide procedural guidance, but hands-on salvage tasks like removing broken glass remain primarily manual.

Clean and maintain fire stations and fire fighting equipment and apparatus.

AI: Partial - AI can schedule maintenance, predict failures, and operate certain cleaning/inspection robots, but comprehensive cleaning and nuanced equipment maintenance still require human work and oversight.

Inspect buildings for fire hazards and compliance with fire prevention ordinances, testing and checking smoke alarms and fire suppression equipment as necessary.

AI: Partial - AI and drones can detect hazards and test devices remotely with high accuracy, but official compliance judgments and nuanced code interpretations generally require human inspectors and legal sign-off.

Establish firelines to prevent unauthorized persons from entering areas near fires.

AI: Partial - AI can monitor perimeters with sensors and drones and help coordinate closures, but physically establishing and enforcing firelines and crowd control remains a human-led, on-the-ground activity.