EMERGENZ Public Safety AI Initiative — 2026

Signal &
Response
The Public Safety AI Symposium

A two-event series connecting public safety practitioners and the AI safety and technology community — before harmful deployments, bad procurement decisions, and unacknowledged risks define the field. The pre-series and field intelligence survey open the program and are accessible to any practitioner right now.

2
Events — East Coast (NYC Metro) and West Coast (Presidio, San Francisco)
Bi-Coastal Series
6h
Per event — keynote, moderated panels, structured breakouts, published outputs
Program Runtime
CE
Continuing education credits — NJ EMS, NJ Dispatcher, California Prehospital
Accredited via ATEC Partnership
$0
Free to attend for all public safety practitioners — pay-what-you-feel contribution optional
Open Access Model
Produced by EMERGENZ 501(c)(3) Nonprofit · EIN 93-4070519

EMERGENZ is the producing organization. CE partnership provided by Allied Training & Emergency Consulting (ATEC), federation member and 501(c)(3) · EIN 92-1932911. Supported by the EMERGENZ public safety federation.

EMERGENZ
Mission-aligned research and education

All published outputs are factual Summaries of Findings — educational and research documents, not advocacy. EMERGENZ's 501(c)(3) status is protected by design.

Transparency

Candid Platinum 2026 — earned by fewer than 1% of nonprofits nationally.

Candid Platinum Transparency 2026

Two rooms. Two audiences.
One conversation that needs to happen.

Each event is purpose-built for its audience. Neither assumes a shared baseline. Both produce a publicly available Summary of Findings that extends impact beyond the room.

Event 1 — East Coast

The Operator Perspective

NYC / NJ Metro · Federation Member Host Venue · Hybrid-Enabled

AI is not widely deployed in public safety yet — but it is already in personnel's pockets and arriving in procurement pipelines. This event is built for the full spectrum of public safety practitioners: frontline responders, supervisors, commanders, clinical leads, administrators, and hospital system partners. It gets operators ahead of both the risks that already exist and the decisions coming in the next 12–24 months.

📍
NJ/NYC Metro — hospital or emergency services organization host (outreach in progress)
6-hour program + pre-session vendor demo floor (curated public safety AI products)
🎓
NJ EMS and NJ Dispatcher CE credits via ATEC/NJDOH
🎟
Free to attend — pay-what-you-feel optional contribution at registration
Event 2 — West Coast

The Technology Perspective

Canvas SF — Presidio, San Francisco · Hybrid-Enabled

Built for anyone who works on or touches a system that uses AI: researchers, engineers, product managers, data scientists, policy practitioners, governance specialists, ethics teams, and technology community members across disciplines. First responders are the featured voices. Technologists listen, learn, and leave with an operational reality they cannot get from a paper or a demo.

📍
Canvas SF — 50 Moraga Ave, Presidio, San Francisco, CA 94129
6-hour program + emergency vehicle apparatus display and practitioner walkthroughs
🎓
California prehospital CE credits via EMSA-registered provider
🎟
Free to attend — pay-what-you-feel optional contribution at registration

The gap nobody is talking about — until something goes wrong.

AI adoption in public safety is nascent. Most agencies have no AI policy, no evaluation framework, and no practitioner voice in procurement. The researchers building AI safety frameworks have never ridden in an ambulance or staffed an EOC. The practitioners making life-critical decisions have never been invited into the AI safety conversation.

That gap has consequences. Several of them are already active. Signal & Response exists to bridge it before harmful deployments, bad procurement contracts, and unacknowledged liability crises define what AI in public safety looks like.

View Evidence Base →
01
Shadow Use — Happening Now
Frontline personnel are using ChatGPT and similar consumer LLMs on personal accounts for operational tasks — creating HIPAA exposure, liability gaps, and data security risks that agencies don't know they have.
02
Adversarial AI — Active and Emerging
AI-generated ghost calls, deepfake command impersonation, AI-assisted targeting of responder infrastructure, and ransomware on CAD systems are documented and growing threat vectors.
03
Procurement Without Frameworks
Purpose-built public safety AI tools are entering the market now. Procurement decisions will be made in the next 12–24 months by administrators without evaluation standards or practitioner voice.
04
Absent from the Safety Conversation
EMS, fire, law enforcement, and emergency communications are among the earliest AI deployment targets — and almost entirely absent from AI safety research, red-teaming, and governance conversations.