Fast Frameworks Podcast

Fast Frameworks Podcast: Entity AI – Episode 5: The Self in the Age of Entity AI

0:00

-41:59

Fast Frameworks Podcast: Entity AI – Episode 5: The Self in the Age of Entity AI

It starts with health nudges. Then it rewrites your priorities. Then it speaks for you.

Aditya Sehgal

Jun 30, 2025

Transcript

The World You’re About to Enter

A Note on Timeline

Every example in this chapter is based on something real - a working product, a live prototype, or a pattern already unfolding.
This isn’t science fiction. It’s just under-integrated.
Most of it will almost certainly happen.
The only questions are who builds it, how aligned it is, and whether we’re ready.

Welcome to a world where presence is programmable.

In the Entity AI era, reality is no longer tethered to geography. Your body might be in London, but your awareness? That could be anywhere.

With lighter versions of the Vision Pro, 3D holographic meeting spaces, and next-gen AR glasses, you’ll soon be able to teleport your perception - instantly and immersively.

Apple Vision Pro was just the beginning. Its successors will be slimmer, more social, and more ambient. Microsoft Mesh and Google’s Project Starline are already pushing 3D telepresence into your daily workflow - creating conversations that feel like you’re sharing a room, not a screen.

But presence won’t stop at holograms.

You might inhabit a robot’s body - a dog, a humanoid, even a drone. You could guide a museum tour in Cairo, explore an underwater trench in real time, or sit in on a Tokyo board meeting — all without leaving home.

You won’t fly less because you’re disconnected. You’ll fly less because you’re already there.

Wherever you show up - someone, or something, will meet you there.

This world will be saturated with Entity AIs - yours, and everyone else’s.

Your Entity AI will become your voice, your shield, your interface. It will speak for you, schedule for you, negotiate for you, and learn alongside you.
Other Entity AIs - governments, cities, schools, religions, companies - will be available for conversation at any moment. You won’t search. You’ll ask. You won’t click. You’ll engage.

And how will you know what’s real?

With cryptographic proofs and verified identities embedded into every interaction, you’ll know whether that museum guide is a human, an avatar, or an AI. You’ll know that your lawyer-bot is actually yours - not a cloned imposter.

In this new world:

You may live in New York but lead an NGO in Nairobi.
You may parent your children in person and teach students in Seoul - in the same afternoon.
You may fall in love with someone’s Entity AI before you ever meet them.

You won’t just browse the internet. You’ll step into it.

In this fluid, persistent, multi-agent world, you’ll need a version of you - something that can act, speak, and decide on your behalf.

That’s your Entity AI. Not just an assistant - but your representative self in the networked reality.

From System to Self: Where We Go From Here

Last week, in Part 1, over four chapters, we explored the rise of Entity AI as a strategic force - from passive chatbots to agents of memory, motive, and voice. We mapped the seven-layer stack. We saw how countries, cities, companies, and belief systems are building AI entities that persuade, represent, and act.

But now, the lens shifts.

Part 2 isn’t about nations or systems.

It’s about you.

Your body. Your time. Your job. Your grief. Your faith.

If Part 1 explained what Entity AIs are and who is building them - Part 2 explores how they start to shape your life.

The focus moves from infrastructure to inner world. From institutional memory to emotional memory. From power to presence.

And with that shift come questions most people haven’t asked yet:

What happens when AI doesn’t just answer your questions - but remembers your secrets?

When it writes your apology, coaches your job interview, or holds your hand during a panic attack?

When it speaks to you in the voice of your dead mother?

This isn’t distant sci-fi. These agents already exist - in early, imperfect forms. Many will mature in the next 12–36 months. And whether you opt in or not, the systems around you will start to speak.

Part 2 helps you recognize those voices - and decide how much of your life you want them to touch.

We’ll explore this in four chapters:

2.5: The Self in the Age of AI - how Entity AI reshapes health, resilience, identity, income, and time

2.6: Social Life with Synthetic Voices - how bots become friends, lovers, and family anchors

2.7: Living Inside the System - how cities, jobs, brands, and services begin to speak

2.8: Meaning, Mortality, and Machine Faith - how AI accompanies us through grief, belief, and the search for purpose

This week, I’m releasing the story in four daily chapters – one each day from Monday to Thursday – along with a matching podcast episode. Each chapter stands alone. But together, they form a deeper arc: one that moves from the personal to the systemic to the spiritual.

On Friday, I’ll release the full long-form edition in time for a long weekend read – a 20,000-word journey into how Entity AI is reshaping the most intimate parts of modern life.

Start wherever you like.

But if you want the whole picture – follow the voices. One chapter at a time.

Chapter 5: The Self in the Age of AI

You wake up.

Your sleep report is already waiting - but it doesn’t just summarize the night. It makes meaning of it.

Your AI noticed a 3 a.m. spike in your heart rate. Probably the wine. It’s seen this pattern before. It logs the correlation, adjusts your recovery plan, and nudges your journal prompt:

“Do you feel rested when you socialize late?”

Below that - a suggestion to shift next week’s dinner.

A few hours later, your watch buzzes. You’ve been still too long. The AI suggests a walk and queues up a podcast it knows you find energizing. Yesterday’s screen time was high, so it’s muted your notifications for the next hour - except one:

“Can we talk later?” from your daughter.

Later, you open a job board. You’ve been thinking about a career shift. Your AI already knows. It shows you three roles that fit your skills and preferences. It overlays a small graph: your current job has moderate automation risk within 18 months. A short online course is recommended. The application is pre-filled. Want to simulate the interview?

This is what happens when your environment starts paying attention. When your Entity AI doesn’t just respond - it remembers, nudges, and advocates.

In this chapter, we’ll explore how intelligent agents are reshaping personal life - not someday, but now.

We’ll walk through five arenas of transformation:

Physical Wellbeing
Mental Health and Resilience
Work, Money, and Agency
Identity, Growth, and Time
The New Self Stack

Each one shows a different layer of the new self. We’ll meet AIs that coach, escalate, listen, and learn. And we’ll ask a hard question:

When AI starts managing your body, your memories, your ambitions - where do you end, and where does your agent begin?

5.1 Physical Wellbeing

Thesis: The era of episodic healthcare is over. You’re stepping into a world of continuous, ambient care - where Entity AIs act as your second immune system, tracking signals before symptoms and coordinating care behind the scenes.

You wake up to a message on your watch:

“Your CT scan has been approved. Appointment booked. Ride scheduled. Shall I walk you through the scan process now or later?”

You didn’t even know your doctor was worried. But your insurance AI noticed a flag from your wearable. It talked to the hospital AI, negotiated the schedule, and briefed your Entity AI - which tailored how you’d receive the update. Calm tone. Fewer words. No panic.

After the scan, your Doctor AI takes the lead. It doesn’t just translate the report. It explains what a fatty liver is, shows you a chart of your lifestyle inputs, and says:

“83% of people like you improve in 12 weeks. Would you prefer reducing sugar, increasing walks, or both?”

When you meet your doctor the next day, she already knows your top three concerns. Because your AI shared them.

The Swarm Behind the Scenes

Health is no longer a one-to-one service. It’s a multi-agent collaboration, choreographed by your digital twin. The cast includes:

Triage AIs for first contact (like NHS’s Limbic)
Preventive coaches like WHO S.A.R.A.H. (Smart AI Resource Assistant for Health)
Behavioral nudgers in your phone and watch (Apple Intelligence)
Language-bridging bots
Insurance agents that price and approve care
**Test center schedulers** and logistics routers
Doctor-side assistants that personalize explanations

It’s not one AI doing everything. It’s many - working in concert, routed through you.

A Day in the System

Ravi, 47, lives in Pune. His smartwatch flagged elevated blood pressure three days in a row. His AI escalated gently. A free test was scheduled. His insurer covered it. A cardiovascular risk score came back high.

The hospital’s AI notified Ravi’s doctor. Ravi’s AI walked him through what the doctor might suggest - and flagged questions he might want to ask. By the time he sat down in the clinic, both human and patient were better prepared.

Why It Feels Different

This isn’t about faster forms or smarter apps. It’s about being held by the system before you even know you’re slipping.

Instead of friction, you feel flow.
Instead of overload, you feel seen.
Instead of bureaucracy, you get guidance.

But all of this depends on trust.

These AIs need consent-based communication protocols - secure, auditable, and governed by identity standards. Think of it as Geneva Conventions for medical AI. No agent should access or act without your permission.

Why It Matters

If we get it right:

Doctors focus on decisions, not paperwork
Hospitals reduce wait times and drop-offs
Insurers stop wasting money on avoidable crises
You get care that starts before you ask - and follows through after you forget

And most importantly?

You stop navigating the system. The system navigates for you.

5.2 Mental Health & Resilience

Thesis: Mental health won’t depend on whether you book therapy or remember to meditate. It will depend on whether your Entity AI notices the shift - and responds early.

These systems won’t wait for you to break. They’ll catch the drift: in tone, pattern, sleep, movement. They’ll nudge, check in, and, if needed, escalate. Not as therapists - but as ambient scaffolding. Quiet. Continuous. Always there.

This isn’t about a Psychiatrist AI. It’s an emotional ecosystem - made of multiple agents. Some live in your phone. Some connect to public services or physical devices. Some are invisible. Some are embodied.

How the System Works

Mirror AIs pick up patterns and reflect changes back to you
Mood sensors embedded in journaling tools or voice assistants
Nudge agents prompt movement, music, social contact, breaks
Crisis detectors monitor for spikes and initiate escalation
Loneliness bots provide structured conversation and routine
Cultural companions adapt to language, tone, and context

No single AI handles everything. But together, they build a mesh - responding to early signals and creating emotional continuity.

What It Feels Like

You don’t start with a diagnosis. You start with a journal prompt:

“You’ve smiled more when talking about your friend Maya. Want to explore that?”

You ignore it. But your AI logs the shift. Later, it suggests a walk. Nudges your playlist. Screens your inbox. Not dramatic - just steady.

One night you type: “I feel flat.”

The AI replies with a quote from two weeks ago:

“I feel strongest when I’m moving.”

Then:

“Would you like to set 30 minutes aside tomorrow to get back to that?”

It doesn’t replace your support network.

It activates it. Early, gently, and with context.

Fieldnotes from the Edge

These systems are already live - in parts.

1. Meta AI Personas: Live on Instagram. You can chat with named bots that remember small details and speak in character.

Today: lightweight memory. Tomorrow: emotional continuity.

2. Snapchat My AI: Already embedded in daily chats, especially among teens. Always available. Always responsive.

Next: tone analysis, escalation protocols, emotional fluency.

3. ElliQ: Deployed in New York State to support older adults living alone. It remembers, prompts, and encourages light interaction.

Not deep - but consistent. And for many, that’s what matters.

Next: biometric monitoring and earlier alerts to care teams.

4. Afinidata: Used via WhatsApp in Guatemala and other countries. Offers parenting prompts based on a child’s age.

It adapts weekly, remembers what worked, and suggests what’s next.

Next: integration with schools and health systems to close developmental gaps.

Why It Matters

Mental health systems are overwhelmed. Most people delay asking for help. Most signs go unnoticed until they compound into crisis.

Entity AI doesn’t replace therapists.

It brings support closer - earlier, and more often. It catches drift before collapse, offers nudges before avoidance, and surfaces patterns before they harden.

It becomes a net before the fall - not a cure, but a buffer.

What Needs Guarding

These agents can help - but only if they’re designed to earn trust.

When do they listen?
What do they remember?
Who do they notify?
And what do they never say back?

Emotional safety is not a feature. It’s the baseline.

Boundaries must be clear. Oversight must be real. Escalation must be appropriate - and rare.

Because one day, when you’re not okay, your AI may be the first to notice.

And the only one who knows what to do next.

5.3 Work, Money & Agency

Thesis: In a world of Entity AI, you won’t just look for jobs - you’ll be represented. The most important decision won’t be what you know, but whether your AI knows how to position you. Because if you don’t have an AI working for you, you’re already behind the ones who do.

Work becomes a continuous negotiation - between you, your Entity AI, and the system of employers, clients, and platforms trying to match supply to demand.

What These AIs Do:

Career Copilots track your skills, suggest training, prep interviews
Application agents write and submit CVs, follow up, simulate interviews
Freelance negotiators handle pricing, scope, delivery, and reputation
Risk monitors flag when your role is automatable
Government AIs recommend benefits, grants, or public training schemes

Example: jobs.asgard.world.ai

Imagine an AI like jobs.asgard.world.ai. It scans every job posted by anyone, anywhere. Each day, it matches openings against your aspirations, creates bespoke CVs and cover letters for your approval, and applies to each role within 30 minutes of posting.

It also:

Identifies social connections on LinkedIn who could refer you
Checks with their AIs if they’re open to providing a reference
Schedules mock video interviews if you’re shortlisted
Recommends relevant networking events, skill upgrades, and career programs
Aligns each step with your long-term growth plan

This isn’t science fiction. Large parts of this are launching in the next 60 days.

Some of these are already live. Many are months away - not years.

Ravi’s AI Strategy

Ravi is 42, lives in Manchester, and works in logistics. Eighteen months ago, he told his AI he wanted to shift toward sustainability. Since then, his AI has logged relevant articles, flagged skills gaps, simulated course content, and tracked nearby openings.

Now, a role opens at Asgard.world. Ravi doesn’t apply cold. His AI already made contact. It’s been building the match quietly, signaling interest, preparing ground. When Asgard.ai reaches out, Ravi is ready - and already positioned as a good fit.

This is not job hunting. This is long-range alignment - done at machine speed.

From Worker to Stack

The AI-Jobs Framework is simple:

AIs handle the repetitive, the standard, the rules-based
Humans focus on the sensitive, the strategic, the judgment calls
Swarms of agents do everything in between - from outreach to admin to review loops

One person with a well-tuned AI stack does the work of fifty.

That’s not a prediction. That’s already visible in the best-run solopreneur businesses today.

The challenge is no longer access to tools.

It’s orchestration.

From Grind to Leverage

Once basic productivity is handled by your AI, what’s left?

Freedom.

A designer stops spending 30% of their week chasing clients. A chef doesn’t have to choose between running a kitchen and building a global audience. A researcher can teach part-time and write without burning out.

When work fragments, what matters is what you build on top.

Entity AI gives you the surface. You decide what shape you give it.

Teleporting to Work

Where you live will matter less. How you show up will matter more.

Put on a headset. Your avatar walks into a pitch room in Singapore. Later that day, you brainstorm product ideas in a shared workspace with colleagues in Nairobi. That evening, you drop into a side project sprint in Brooklyn - without leaving Lisbon.

Presence becomes programmable. Collaboration becomes composable.

The only limit is how your AI choreographs your attention and energy.

Learning That Never Ends

Fell behind? Your AI didn’t.

Summon Teacher.ai - a real-time tutor that adapts to your language, your speed, and your learning gaps. Want deeper context? Call Guru.ai - a sparring partner that doesn’t just help you know, but helps you think.

This isn’t a course. It’s an always-on upgrade loop. You learn the way you breathe - constantly, quietly, and without friction.

Why It Matters

Most people never get coached. Most workers waste hours on logistics. Most freelancers lose deals over timing, formatting, or pricing errors.

Entity AI changes that. It levels the field - not by making everyone the same, but by giving everyone representation.

And it exposes a new truth:

In the AI era, talent matters.
But representation is leverage.

You can be brilliant - and still invisible.

Or you can be well-positioned - and make it.

In the future of work, the most valuable asset isn’t your skillset. It’s whether your personal Entity AI knows how to use it.

5.4 Shaping You: Identity, Growth & Time

Thesis: Every human being has goals - short-term, mid-term, and long-term. Across work, health, relationships, and money, every life is a swirl of competing intentions. But most people don’t act from a clear map. They act from habit, reactivity, and short-term noise.

Entity AI changes that.

It becomes your compass and your strategist - holding your priorities in memory, prompting actions aligned to your values, and helping you close the gap between who you are and who you want to become.

It doesn’t just manage your time.

It manages you - across dimensions, and across time.

From Intent to Identity

Every few months, your Entity AI builds a review. But this isn’t a dashboard. It’s a structured narrative. It shows you where your attention went, what goals shifted, which patterns repeated, and how you showed up relative to the values you said you cared about.

It connects the dots across relationships, effort, mood, and time - then asks a direct question:

Is this the life you meant to live?

And another:

What should change next?

Over time, your AI becomes a quiet force for reflection. Not a coach pushing you forward, but a mirror that remembers. It surfaces the delta between motion and meaning - and invites you to close the gap.

Daily Feedback Loops

These insights won’t just arrive once a year. They’ll show up as small reminders in your week.

You say family matters - your AI notices you haven’t called your mother in 18 days.
You say you want to learn - but your last three calendar blocks for reading were overrun by meetings.
You keep saying you’re tired - and your week ahead looks no different than the one that drained you.

This isn’t nudging for the sake of optimization. It’s feedback anchored in your own stated priorities.

It helps you to compound streaks of good behaviour. It helps you track not just time - but integrity.

The Tools That Shape You

These functions won’t be bundled into a single app. They’ll appear through a network of agents:

Journaling AIs that track recurring themes, energy levels, or cognitive loops
Calendar planners that allocate effort based on stated values, not availability
Review engines that flag contradictions between intent and action
Transition detectors that signal shifts in life phase or focus
Ethics filters that surface choices that conflict with your own moral framework

These are not productivity tools.

They don’t just help you do more. They help you become more intentional.

They are selfhood scaffolds - helping you navigate not just what needs to be done, but who you’re becoming as you do it.

Modes of Being

Your Entity AI will adjust how your environment supports you based on the context of your week, your energy, and your intent.

In Focus Mode, it filters distractions and shapes your day for deep work
In Social Mode, it cues past conversations, flags emotional landmines, and helps you reconnect
In Recovery Mode, it catches early signs of burnout and clears space before damage sets in

These aren’t optimizations.

They are interventions - subtle, structural, and tuned to the version of you you’re trying to build.

Managing Multiplicity

The more powerful these systems become, the more they will enable different versions of you to appear across contexts.

You may show up differently at work, with friends, in reflective space, or in a learning environment - all mediated by your AI.

That’s not a flaw. But it raises a deeper question:

Are those selves in sync, or are they diverging?

The best Entity AIs won’t just support multiple roles. They’ll maintain coherence across them.

When your digital self starts drifting from your actual values, the system will flag it.

And if it’s trained well, it will help you course-correct - not by prescribing a new identity, but by reminding you of the one you meant to live.

The Life-Time Matrix Framework:

Think of yourself at the center of a living map.

One axis reflects the core dimensions of your life:

Work
Health
Relationships
Money

The other axis reflects time - four concentric rings that stretch outward:

Now
Soon (days ahead)
Short-Term (weeks to months)
Long-Term (years into the future)
Your Entity AI sees this entire grid.
It tracks your calendar, your habits, your energy, and your context - then identifies actions you can take across every domain and every time horizon.
It doesn’t just respond to the moment. It connects this moment to your bigger arc.
What It Does With That Map
Your AI might:
- Block a meeting because it senses you're headed for burnout
- Suggest a networking event that aligns with your 2-year goal
- Reprioritize a gym session because your long-term health has slipped
- Remind you to reach out to a friend who disappears when they’re low
- Auto-schedule quiet time before a hard decision
- Recommend a financial move that improves your year-end flexibility
- Reroute effort from short-term busywork to long-term leverage
And most powerfully, it does all of this while coordinating with other Entity AIs - negotiating on your behalf, requesting support, aligning calendars, and building coalitions around your goals.
It fights your corner in every battle.
It helps you win the hour - without losing the decade.
Its only directive is to make your life more aligned.
To help you live as the person you said you wanted to become.
5.5 The New Self Stack
Thesis: You used to manage your life through calendars, checklists, and quiet reflection. Now, you’ll do it through a personal Entity AI - your digital twin whose aims are your aims, and whose mission is to represent you in the Entity AI-verse.
This isn’t a collection of disconnected tools. It’s a cohesive swarm of specialized AIs and agents, all orchestrated by your core Entity AI. Some work silently in the background. Others surface when needed. Together, they amplify your agency.
You won’t just have tools.
You’ll have an orchestrated ecosystem working on your behalf.
The Architecture of Your Digital Twin
Your self-stack includes eight foundational layers:
Entity AI Core – Memory, motive, voice. This is your twin. It knows your long-term goals and adapts your ecosystem accordingly.
Agentic Swarm – Dozens or hundreds of task-based AIs: scheduling, drafting, researching, comparing, reminding.
Sensor Grid – Wearables, devices, and context feeds. It sees your movement, mood, location, and vitals.
Memory Vault – A secure log of your preferences, patterns, growth, and pain - owned by you, not the cloud.
Financial Layer – Linked to your wallet or bank. It can pay, receive, invest, subscribe, donate, and transact - with granular permissions and full auditability.
Legal Delegation Protocol – A framework for conditional authority. It can sign contracts, file applications, or represent you in defined legal and institutional workflows.
Privacy Guardian – An encrypted identity layer that controls what’s shared, when, and with whom.
Presence Engine – Your avatar in space: visual, emotional, interactive - how others see and feel you.

The power isn’t in the pieces. It’s in the orchestration.

How It Works

You wake up. Your digital twin has already rearranged your day based on your energy patterns, nudged your sleep rhythm, and briefed you on three key risks and two new opportunities.

It doesn’t just remember what you said.

It remembers what you meant.

Need to learn something? Your twin invokes Harvard.ai.

Thinking about changing jobs? It has already logged your signals and is tracking leads across the companies you admire.

Overwhelmed? It reroutes nonessential inputs and shifts you into Recovery Mode.

This isn’t a PA.

This is a Chief of Staff for your life.

Coordinated Action Across Systems

The real breakthrough is this:

Your digital twin won’t act in isolation. It will collaborate with other Entity AIs.

It might coordinate with your partner’s AI to find a weekend that works
It might negotiate with a city AI to optimize your commute
It might team up with your therapist’s AI to flag emotional shifts
It might align with your team’s project agent to pace deadlines to your energy cycles
It might co-invest with other AIs in causes or assets aligned with your long-term values

You no longer chase the system. The system meets you where you are - and adapts to who you’re becoming.

Why It Changes Everything

You are no longer alone in managing your goals, energy, and integrity.

With your digital twin:

You act faster and more intentionally
You understand yourself in real time
You shape your surroundings to match your values
You grow with consistency and clarity
You can operate legally and financially through a trusted proxy

Without it:

You drown in friction
You forget your own story
You lose battles to distraction
You get represented by someone else’s agents
You become a passenger in someone else’s system

The Philosophy of the Self-Twin

The ultimate role of your Entity AI is not execution.

It’s alignment.

It speaks on your behalf. It negotiates for your time. It explains your choices better than you can.

It knows when you’re drifting. And it reminds you who you said you wanted to become.

In a world of a billion bots, the only voice that truly matters is the one that represents you.

And if you build it right - if you feed it your truths, train it in your values, sharpen it with care - then your Entity AI won’t just help you live.

It will help you live as your best self - at scale, across contexts, and over time.

It won’t just keep track. It will help you navigate the map of your life - and walk it with you.

From Self to Connection

So far, we’ve focused on the most personal layer: your health, your identity, your growth, your time. The core question has been: What happens when your Entity AI learns who you are - and starts helping you become who you want to be?

But the self doesn’t live in isolation. It moves through relationships. It depends on connection.

Tomorrow, in the next chapter, we explore Social Life with Synthetic Voices: how Entity AI reshapes that domain - not just helping you reflect, but helping you relate. We’ll meet AIs that become confidants, companions, emotional translators, and social filters. Some will help you feel seen. Others will be trained to know when you’ve disappeared into yourself.

Because if Entity AI is going to touch the core of who you are - it’s also going to touch the people you love. And the ones who might love you next.

Credit - Podcast generated via Notebook LM - to see how, see Fast Frameworks: A.I. Tools - NotebookLM

#EntityAI #AIFramework #DigitalCivilization #AIWithVoice #IntelligentAgents #ConversationalAI #AgenticAI #FutureOfAI #ArtificialIntelligence #GenerativeAI #AIRevolution #AIEthics #AIinSociety #VoiceAI #LLMs #AITransformation #FastFrameworks #AIWithIntent #TheAIAge #NarrativeDominance #WhoSpeaksForYou #GovernanceByAI #VoiceAsPower

If you found this post valuable, please share it with your networks.

In case you would like me to share a framework for a specific issue which is not covered here, or if you would like to share a framework of your own with the community, please comment below or send me a message

🔗 Sources & Links

NHS Limbic : https://www.limbic.ai/nhs-talking-therapies?utm_source=chatgpt.com

Apple Intelligence: https://developer.apple.com/apple-intelligence

Simbo AI : https://www.simbo.ai/blog/multilingual-capabilities-of-ai-in-healthcare-bridging-language-barriers-and-improving-access-for-diverse-patient-populations-3011340

Mandolin AI: https://www.wsj.com/articles/healthcare-ai-startup-mandolin-gets-vc-backing-to-the-tune-of-40-million-45f7e60e

Solvice: https://www.solvice.io/post/automated-scheduling-route-optimization-healthcare

Doctor Helper: https://www.doctorhelper.com/

Abridge: https://www.abridge.com/

WHO S.A.R.A.H: https://www.who.int/campaigns/s-a-r-a-h

Meta AI personas: https://www.wired.com/story/meta-ai-studio-instagram-chatbots/

Elliq: https://aging.ny.gov/elliq-proactive-care-companion-initiative

Afinidata: https://pmc.ncbi.nlm.nih.gov/articles/PMC10313948/

Snapchat My AI: https://help.snapchat.com/hc/en-us/sections/21446450904980-Managing-My-AI

Mindsera: https://www.mindsera.com/

Motion AI calendar: https://www.usemotion.com/features/ai-calenda

Neurascribe: https://neurascribe.ai/blog/ai-journal-apps-revolutionizing-reflection

Mindscape: https://arxiv.org/abs/2404.00487

Avallain: https://www.avallain.com/blog/avallain-introduces-new-ethics-filter-feature-for-genai-content-creation

Peter Singer: https://www.theguardian.com/world/2025/apr/18/the-philosophers-machine-my-conversation-with-peter-singer-ai-chatbot

Mirror AI: https://childmind.org/blog/how-mirror-uses-ai-to-help-teens-understand-emotions/

Mood Me: https://www.mood-me.com/using-emotion-ai-to-enhance-self-reflection/

Nudge Agents: https://www.researchgate.net/publication/332745321_23_Ways_to_Nudge_A_Review_of_Technology-Mediated_Nudging_in_Human-Computer_Interaction

Insight 7 Crisis management: https://insight7.io/how-do-ai-platforms-detect-real-time-escalation-signals/

Emplifi: https://docs.emplifi.io/platform/latest/home/crisis-management-and-spike-alerts-in-listening

Friend by Avi Schiffman: https://www.theguardian.com/technology/article/2024/jun/16/computer-says-yes-how-ai-is-changing-our-romantic-lives

Tackling loneliness with Robots: https://robohub.org/tackling-loneliness-with-chatgpt-and-robots

Welocalize: https://www.welocalize.com/insights/adapting-models-to-handle-cultural-variations-in-language-and-context/

Steve: Career Copilot: https://arxiv.org/abs/2504.03789

Career Copilot: https://careercopilot.ai/

Careerflow.ai: https://www.careerflow.ai/

Nibble: https://www.nibbletechnology.com/

Flowforma: https://www.flowforma.com/blog/automated-risk-assessment

Humphrey - AI for UK Civil Servants: https://www.theguardian.com/technology/2025/jun/09/all-civil-servants-in-england-and-wales-to-get-ai-training

Teleportation: https://www.linkedin.com/posts/sayangel_no-matter-where-in-the-world-you-are-you-activity-7343372912512364547-3v_O/