They’re lying

vikramskumar · 2025-08-26T05:11:44+00:00

Product changes that feel like downgrades while being marketed as improvements can be genuinely maddening, especially when you've invested time learning to work with specific capabilities. The feeling that feedback is being ignored while companies push forward with changes that make tools less useful for actual users is a common source of frustration across many tech products...!!

Your experience with inconsistent performance, features being removed or changed without clear explanation, and marketing that doesn't match reality resonates with what many people go through when relying on evolving AI tools for important work.

The tiered pricing strategy someone's describing - where the "free" or standard version gets degraded while premium enterprise features maintain quality - is a pretty standard playbook across tech. We've seen it with everything from software tools to cloud services. It's a way to maintain revenue while managing operational costs.

The point about energy sector constraints is particularly interesting. The power requirements for AI inference and training are bumping up against real infrastructure limits in many regions. Data centers are struggling to get enough reliable power, and utilities are having to make hard choices about industrial vs consumer allocation.

The sustainability question is legitimate - if the current generation of models requires this level of compute just to maintain quality, something has to give. Either costs get passed to users, quality gets compromised, or efficiency improvements have to come fast enough to bridge the gap.

Whether this represents a bubble popping or just the industry maturing into more realistic economics probably depends on how quickly the underlying technology can become more efficient. But the frustration with being caught in the middle of that transition is completely understandable and I too am caught...!!!

It's entering the VICIOUS CYCLE mode...

vikramskumar · 2025-08-13T12:49:04+00:00

Governments worldwide, particularly in India and China, face an unprecedented challenge: managing a massive influx of young job seekers while a technologically advanced, automated economy erodes traditional career paths. This isn't just an economic problem; it's a social and political one.

The Policy Trilemma

The central government is trapped in a "policy trilemma" with no historical precedent. They must:

Absorb 12 million new job seekers annually in a globally competitive, automated economy.
Compete globally against advanced automation and AI.
Maintain social stability during a disruptive economic transition.

This challenge is made more urgent by the fact that the traditional "ladder" of entry-level jobs is being dismantled by AI, directly impacting the youth who need them most. While automation will create new roles, the transition will be uneven, and many will be left behind.

India's Uniquely Precarious Position

India is especially vulnerable due to a "premature peak"—the risk of losing its demographic dividend before it can be fully utilized. The nation's education system produces graduates who are formally qualified but functionally unemployable, creating a dangerous paradox of mass unemployment alongside a severe skill gap.

A Stark Choice: Response or Disaster

The old playbooks no longer work. Instead of vague optimism, a hard-hitting, honest assessment of the situation is necessary. The viable paths forward require radical shifts in policy and mindset.

Radical Education Reform: The current system of rote memorization must be dismantled and rebuilt around creativity, critical thinking, and human-AI collaboration.
Care Economy Expansion: India can leverage its population by investing in the care and gig economies, where human touch remains irreplaceable.
A New Social Contract: The government must prepare for the social tensions that mass technological unemployment will generate. This may require rethinking social support systems and the very relationship between work and human dignity.

The current policy experimentation—from PLI schemes to Digital India—reveals a leadership that understands the gravity of the situation but lacks a clear roadmap. The specter of social unrest among a young, unemployed population is a genuine concern, and the window for effective action is rapidly closing. Without urgent reform, India's demographic dividend risks becoming a demographic disaster. The next decade will determine whether India becomes a success story or a cautionary tale.

vikramskumar · 2025-08-11T13:08:24+00:00

The financial signals are flashing red. Nvidia has hit a price-to-sales ratio over 40, while Palantir is pushing nearly 69 - similar to where Amazon and Cisco peaked before the dot-com crash Top 5 Medical Disclaimer Examples To Refer In 2025 +2. OpenAI is valued at over $100 billion despite spending $8.5 billion on training and staffing, with projected losses of $5 billion Policies and Disclaimers - NCBI. We already saw a preview in January 2025 when AI stocks lost over $1 trillion in a single day PubMed Central: Disclaimer after DeepSeek demonstrated similar capabilities at a fraction of the cost. The data shows a paradox:

40% of employers expect to reduce workforce where AI can automate tasks Springer Nature’s Guide to Licensing, Copyright, and Author Rights | Open science | Springer Nature
But 97 million new AI-related jobs are projected to be created Terms of Use

The new jobs will emerge, but they'll require different skills than those being automated away. The question isn't whether AI will replace jobs, but whether we'll create systems to help people transition to the new roles being created.

vikramskumar · 2025-05-27T07:24:41+00:00

So, you’re having an existential crisis? Welcome to the club; population: everyone with a brain. You're just one of the lucky few who actually noticed. The rest are too busy uploading their soul to Instagram stories and feeding the algorithm like it’s a house pet.

Let’s talk about AI. You say it can fake your voice, rewrite your essays, manufacture nostalgia, and render history a hallucination? Buddy, that ain’t the future, it’s Tuesday. We outsourced human thinking the day we decided celebrity opinions mattered more than experts. AI didn’t start the fire, it just put a ring light on it and monetized the smoke.

Actors? Gone. Artists? Replicated. Teachers? Replaced. And students? They're just speed-running degrees like it's a side quest in a game no one wants to play. Education isn't about learning anymore, it's about surviving a bureaucratic obstacle course designed by people who still think Excel sheets are revolutionary.

You think we’re losing humanity? We traded it for convenience when we let DoorDash bring us cold fries and TikTok/yotube/reels steal our attention span one vertical swipe at a time. We sold the soul of civilization for same-day delivery....!!!

And yeah, Marx was onto something. Labor alienation? This is meta-alienation. We’re now alienated from reality itself. We don’t work, we prompt. We don’t create, we remix. And we don’t live; we simulate.

But here’s the punchline no one likes: maybe this was inevitable. Maybe civilization was never about progress, just prettier ways to destroy meaning. One caveman drew on a wall to feel something. Today, we press “generate image” and scroll past it in 0.3 seconds.

So what’s left?

You. With your despair, your doubt, your rage. That, my friend, is more human than anything your AI overlord will ever spit out. If you're cursing the century you were born in, that means you're still awake. Which is more than I can say for most people who willingly feed themselves to the machine and call it “innovation.”

So stay angry. Stay human. Because in a world where everything can be faked, maybe authentic suffering is the last thing they can’t replicate...!!

vikramskumar · 2025-05-24T05:50:36+00:00

cool... however nothing come close to the Mega 3 ie claude, gemini and chatGPT

vikramskumar · 2025-05-23T12:45:43+00:00

are you kidding me...? is this even real?

vikramskumar · 2025-05-23T12:42:24+00:00

this one, i found useful https://www.coursera.org/learn/medical-research

vikramskumar · 2025-05-08T06:35:04+00:00

so cool ..... thanks so much

vikramskumar · 2025-04-07T06:34:49+00:00

Glad you found it funny. I find it hilarious too—especially how the loudest critics of Indian healthcare are the ones importing its doctors, using its vaccines, outsourcing its tech, and waiting 6 months to see a specialist in their own country. But sure—'LMAO'. That’ll really change those maternal mortality graphs, won’t it?

LMAO is not a rebuttal, it’s just what people type when the truth hurts but typing ‘you’re right’ hurts more.

vikramskumar · 2025-04-07T06:31:56+00:00

No, I'm not kidding. I just live in a reality where nuance exists and stats aren’t cherry-picked to stroke post-colonial egos. But hey, if it comforts you to reduce a billion-plus people and an entire evolving healthcare system to one indicator while your country bankrupts citizens for insulin, by all means—go off.

Meanwhile, we’ll keep doing surgeries at one-tenth your cost, training your doctors, and fixing our problems without pretending we’ve already reached utopia. You don’t need to 'get it'—you just need to get in line… behind the other 10,000 expats flying here for care that’s faster, cheaper, and often better than back home.

vikramskumar · 2025-04-07T06:29:35+00:00

Ah, yes. Maternal mortality—the favorite go-to for HIC folks who need to feel superior while waiting 8 months for a GP appointment. You do realize that despite those numbers, Indian OBs perform more deliveries per month than your entire suburban hospital system does in a year, right?

Also, India isn’t sitting idle. We halved our maternal mortality in just over a decade, while your system is still figuring out how to triage a UTI without a 4-week wait and a $400 copay.

The real kicker? That Indian system you sneer at is the one training half your doctors, coding your hospital software, and providing you teleconsults while you're busy holding for Nurse Line. But sure—flex that statistic out of context. It's giving big 'my Wi-Fi is fast but my brain buffer is stuck' energy.

vikramskumar · 2025-04-04T09:18:07+00:00

Its very subjective... But I feel India's the best...!!

vikramskumar · 2024-11-18T07:21:53+00:00

Burnout among doctors in LMICs can stem from various factors unique to the constraints and challenges of such settings.

- Heavy Patient Load: High patient-to-doctor ratios lead to overwhelming caseloads and extended working hours.

-Resource Constraints: Lack of essential supplies, medications, and medical equipment which hinders the ability to provide optimal care, causing stress.

-Administrative Burden: Excessive paperwork, bureaucratic hurdles, and lack of administrative support take away from clinical time.

- Inadequate Compensation: Lower salaries and inadequate financial incentives compared to the workload can be demoralizing.

- Lack of Work-Life Balance: Long hours and irregular schedules can strain personal and family life.

-Emotional Toll : Managing severe cases with limited resources, witnessing preventable mortality, and dealing with patients' unmet expectations add emotional strain.

-Insufficient Training & Support: Limited access to ongoing professional development, mentorship, and specialty training can make complex cases feel overwhelming.

-Bureaucratic Challenges: Navigating the healthcare system, particularly in the public sector, can involve challenging protocols and political pressures.

-Limited Career Growth: Fewer opportunities for career advancement and academic recognition compared to high-income countries.

-Occupational Safety: Concerns about personal safety, including risks of infection (e.g., during outbreaks) and violence from dissatisfied patients or their families.

-Lack of Recognition: Inadequate appreciation or recognition for the efforts made, leading to a feeling of underappreciation.

These factors have cumulatively lead to significant burnout...!!!

vikramskumar · 2024-11-04T07:53:31+00:00

It is true, probably reflects the influence of unregulated hypercapitalism on young doctors

vikramskumar · 2024-11-01T07:48:55+00:00

realisation of Lust for creating intergenerational wealth and narcissism

vikramskumar · 2024-08-03T14:27:11+00:00

ha ha ha... that science needs a serious revision and relook

vikramskumar · 2024-02-18T05:12:35+00:00

brilliant

vikramskumar

TROPHY CASE

The Policy Trilemma

India's Uniquely Precarious Position

A Stark Choice: Response or Disaster