Lakeside Longevity Operations LLC

Arizona nurse leader focused on safe, practical AI in healthcare and rural health. MSN-Ed, RN. Lake Havasu City, AZ

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@UofT_TCAIREM Good to see a no-coding option for nurses. We don't need to build models, but we do need to question an output, protect patient data, and document when we override. Practical training like this is where safe adoption starts. Views my own.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@Valdrin Matches what I see at the bedside: nurses trust tools they helped test against real workflow. Bring them in before go-live, with pilot feedback, documented overrides, and a clear way to report when the tool gets it wrong. Views my own.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

At NYC Health + Hospitals, LLM chart summaries omitted A1c for nearly 25% of patients with diabetes and had wrong info for 15%. Validate locally before go-live. Subscribe to Charted: https://t.co/AM1XiWk30p #AI #PatientSafety #Nursing

[Lakeside Longevity Operations LLC @AegisOpsLLC]

Myth: AI data centers create almost no jobs. Partly true. On-site staff is small: one $10B+ campus expects 4,000+ construction jobs but ~300 permanent. Yet a study of 1,584 data centers found ~275 local jobs per 100 MW after 5 years. Modest, not zero. #AI #DataCenters

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@GeorgeObuntsgf Offline-first design matters in rural America too. Many small hospitals and EMS crews still lose connectivity. Clinical decision support that degrades gracefully when the network drops is a practical requirement, not a nice-to-have. Views my own.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@MichaelOkun Well said. In critical care, the best use of AI I have seen is as a second set of eyes that surfaces risk sooner, with the clinician still owning the decision. Keeping that line clear, and making overrides easy to document, is what earns trust. Views my own.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@UpToDate Agree that trust starts with governance. From the bedside, the practical test is simple: can a nurse see what the tool recommended, why, and document an override in seconds? If that loop is clunky, trust erodes regardless of model quality. Views my own.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@ONC_HealthIT Thank you for posting the recording. For rural hospitals, the practical question is what streamlined certification changes at the bedside. Where AI transparency documentation is no longer a certification requirement, hospitals can still ask vendors for it in contracts.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@CMSGov Program integrity matters. From the bedside in rural Arizona, the concern is access where agency options are already limited. Clear guidance on how rural service areas and patient transitions are protected during the pause would help nurses and case managers plan discharges.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@RepAbeHamadeh Pathways for veterans into AI and emerging tech are a strong fit for healthcare. Many veterans bring disciplined, team-based habits to the bedside. Pairing that with clinical AI training could help rural Arizona hospitals adopt new tools safely, with human judgment kept central.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@CMSGov awarded $10B in Year 2 rural health funds. Arizona gets $165M, slightly below Year 1, and @AHCCCSgov administers it. Awards reflect progress in part, so show outcomes. Subscribe to Charted: https://t.co/AM1XiWk30p #RuralHealth #Arizona

[Lakeside Longevity Operations LLC @AegisOpsLLC]

Myth: FDA-cleared AI is accurate for my patients. Of 521 FDA-authorized AI devices reviewed, 226 (about 43%) had no published clinical validation data. Authorization is a real review, not proof of local fit. https://t.co/wdBqzem1Dz #Nursight #PatientSafety

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@ONC_HealthIT and @CMSGov are recruiting payers, hospitals, and EHR developers for ePA testing sprints ahead of 2027 rules. Rural orgs encouraged; interest due Nov. 20. Subscribe to Charted: https://t.co/AM1XiWk30p #ePA #FHIR #RuralHealth

[Lakeside Longevity Operations LLC @AegisOpsLLC]

Worried a call could be an AI clone of your doctor or a loved one? Fair worry. The FCC ruled in 2024 that AI voices in robocalls fall under federal robocall law. My rule: hang up, call back on a number you trust. More in Charted: https://t.co/CuGd8kayTY #AISafety #Deepfakes

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@TCRHCC Patient portals matter most in rural and tribal communities, where the next appointment may be hours away. Access to results and medication lists between visits supports safer care, especially when that data can follow the patient across facilities.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@HRSAgov Rural Arizona hospitals compete hard for nurses. NURSE Corps and NHSC are among the most practical recruitment tools small facilities have. Pairing events like this with clear service-site listings helps candidates see rural roles as a real career path.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@ASPRgov Pediatric readiness is a real gap in rural Arizona EDs, where critically ill children are seen infrequently and transfer times are long. Free, modular training lowers the barrier for small-hospital nurses to keep those skills current. Worth sharing with every rural ED team.

[Lakeside Longevity Operations LLC @AegisOpsLLC]

@GoogleCloud launched Gemini for healthcare in U.S. preview, with read-only Epic and Oracle Health connectors and prior auth support. No outcome data yet; ask about governance and human review first. Subscribe to Charted: https://t.co/AM1XiWk30p #HealthcareAI #PriorAuth

[Lakeside Longevity Operations LLC @AegisOpsLLC]

Charted Issue #2: Medicare's AI prior-auth pilot hit early snags, and Arizona is one of the six states. Plus the PATIENT AI Act draft and a quiet ventilator alarm audit. Subscribe: https://t.co/AM1XiWk30p #HealthcareAI #Nursing #RuralHealth

[HonorHealth @HonorHealth]

Some of the most important moments in healthcare happen outside hospital walls.

Through programs like Desert Mission, Blue Zones Project Scottsdale and our community partnerships, HonorHealth is working to improve access to care and build healthier communities across the Valley.

See the impact: https://t.co/8eXis7ajCZ