GFC’s 180° ANGLE

Promoting an ethical integration of artificial intelligence in Healthcare

[GFC’s 180° ANGLE @cadetgregor2]

https://t.co/oMDPQYJ8wy Artificial intelligence (AI) is rapidly transforming healthcare, offering huge potential for improved diagnosis, personalized treatment, and operational efficiency. However, for AI to be widely adopted and truly beneficial in such a high-stake area, two intertwined concepts are fundamental: Explainability and Accuracy. In practice, there is usually a trade-off regarding these concepts in AI. The most complex models are the most accurate and least explainable, while the simplest models are the least accurate and most explainable. This publication explores the critical balance between explainability and accuracy in healthcare AI systems, highlighting why both qualities are essential for successful implementation.

[GFC’s 180° ANGLE @cadetgregor2]

@Nature Mm!

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@jacksonhinkle China is not a fully communist country actually

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@Ganeshuor Math is an essential language

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@grok @tibor_szabo_ @rohanpaul_ai High accuracy! But, what's the size, the diversity level of the population it has been used on?

[GFC’s 180° ANGLE @cadetgregor2]

@vision_ia To some extent yes. But understanding every detail of animals communication is very challenging.

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@Rainmaker1973 It's really challenging to build these machines with materials that can resist the high external pressure, considering the weight of the water and the rocks.

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Movie and series platforms need better content transparency: consumers most have prior notice about same sex scenes, because not all of us are comfortable with them. #NetflixCanceled #netflixcancellation

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🚨A real Healthcare crisis: the long appointment wait time
In the US, getting a doctor's appointment takes an average of 26 days, and up to 2+ months for specialists.
The reality: ⏰ Diseases go undiagnosed while patients wait 🏥 ERs flooded with non-emergency cases
🌾 Rural communities get hit hardest 💰 Low-income families face the steepest barriers
The causes: 👩‍⚕️ Nationwide physician shortage 📈 Aging population + more chronic illness 📋 Insurance red tape & administrative burnout
Improvement is possible: 💻 Telemedicine expanding access 👨‍⚕️ Nurse practitioners taking on more roles 🤖 AI streamlining scheduling & triage 🎯 Incentives for underserved areas
Bottom line: When healthcare is delayed, lives are at risk. We must act now!
hashtag#HealthcareAccess hashtag#MedicalCare hashtag#HealthcareReform hashtag#Telemedicine hashtag#RuralHealth hashtag#PatientCare hashtag#HealthcareInnovation hashtag#PublicHealth

[GFC’s 180° ANGLE @cadetgregor2]

Did you know it takes just 7 seconds to form a first impression, but 8 positive encounters to change a negative one?
This video reveals: ✨ Why our brains prioritize speed over accuracy ⚡ How one bad moment can shadow months of great work 🔄 Practical strategies to break the first impression cycle 💡 Why authentic preparation isn't being "fake"
Whether you're making impressions or receiving them, understanding this psychology can transform your career and relationships.
Key takeaway: A first impression is just one moment's data - your potential is bigger.
#FirstImpressions #Psychology #CareerTips #Leadership #WorkplaceCulture #PersonalBranding #ProfessionalDevelopment

[GFC’s 180° ANGLE @cadetgregor2]

The psychological burden of comparison in societies
The hidden cost of constant comparison:
Rising anxiety and self-doubt
Self-worth tied to others' success
Missing our own progress while measuring against impossible standards

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The Reality:
While companies cite efficiency and cost reduction, the human impact ripples far beyond individual job loss. These cuts reduce consumer spending, impact housing markets, and create waves of economic caution. Each layoff affects not just the worker, but their families, communities, and local economies.

Moving Forward:
In times of uncertainty, our professional networks become lifelines. Whether you're navigating change yourself or in a position to help others, remember: careers are built on relationships, resilience, and the belief that every ending opens new possibilities.
How has your industry been affected? What support have you seen that made a difference?
#JobMarket #LayoffSupport #CareerResilience

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The Human Cost of 2025's Record Job Cuts 📈
The numbers tell a stark story: 2025 has seen over 696,000 job cuts announced so far, the highest since 2020. Behind every statistic is a person, a family, a future suddenly uncertain.

[GFC’s 180° ANGLE @cadetgregor2]

🚨 AI in healthcare was supposed to eliminate bias. Instead, in some cases, it's making it worse. Algorithms trained on biased data now systematically favor some patients over others at scale. When AI unfairly decides who gets care, lives are at stake. #HealthcareAI #AlgorithmicBias

[GFC’s 180° ANGLE @cadetgregor2]

Parenting in the Age of AI
🎯 The jobs our kids will have in the 2040s probably don't exist today – but that's an opportunity, not a crisis.
🧠 The shift: Stop asking "What career path do they have to choose?" Start asking "How can they adapt?" In an AI world, learning to learn is the ultimate superpower.
⚡ Skills that matter:
•Human + AI collaboration
•Emotional intelligence (robots can't replicate this)
•Critical thinking & creativity
•Ethics to guide AI responsibly
🏠 What parents can do:
•Make tech a conversation, not a babysitter
•Code together, learn together
•Discuss AI ethics at dinner
•Balance robotics with reading, data with drama
•Celebrate curiosity over grades
🌟 The vision: Your child at 25 – not threatened by AI, but empowered by it. Leading human-AI teams to solve tomorrow's problems.
Bottom line: Success isn't about what they know, but how they grow. The future starts at home.
Watch our latest video and share your thoughts in the comments!
https://t.co/VVTuzUsSJS
#digitalhealth #MedTech #ArtificialIntelligence #worldpopulationday #WorkLifeBalance

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🏥🤖 AI is revolutionizing healthcare as we know it.  
From detecting cancer faster than human doctors to creating personalized treatments based on your unique DNA, artificial intelligence is transforming every aspect of medicine.
✨ What's changing:
•AI diagnoses diseases in minutes, not hours
•Personalized treatments tailored to individual patients
•Drug discovery accelerated
•24/7 health monitoring through smart devices
•Specialized care reaching remote communities via telemedicine
The best part? AI isn't replacing doctors—it's empowering them to focus on what they do best: caring for patients.
Watch our latest video to see how AI is building a healthier future for everyone
https://t.co/VVTuzUtqzq

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#GFC's ANGLE
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#FutureOfMedicine
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#HealthcareInnovation
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#DigitalHealth

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“AI at Work: The Future We’re All Wondering About”, GFC’s ANGLE 📐

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https://t.co/ft7cF8xWve
IS IT RISKY TO TRUST AI IN HEALTHCARE? 🤔 Our new article dives into the hidden dangers of "overtrust" in healthcare AI, including real-world cases where it led to troubling patient outcomes. Learn why critical human oversight is NON-NEGOTIABLE for your safety

[GFC’s 180° ANGLE @cadetgregor2]

https://t.co/f05eY6Qchu Should AI own a portion of the AI-assisted drug discovery rights, considering the significance of contributions? Let’s see the challenges with GFC’s ANGLE