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While pursuing a career as we know the importance is usually gaining ground on our side of things. Power? Power to choose what we do with our lives and our pursuits. What sort of people are we to believe that we can make decisions based on our beliefs beyond our control. The pursuits are usually based upon our beliefs not more than concern for others usually. As an Altruistic Christian who focuses primarily on ethical issues that drive my beliefs to do as much as possible for others. For this reason I am humbled by your service to America and the world.

Agree with you on this💯 Ravi Samrat Mishra

This is the inevitable collision between brute-force API calling and enterprise reality. The mistake wasn't adopting AI, it was treating LLMs like an infinite resource rather than an engineering constraint. Throwing raw, un-optimized context at expensive foundational models is the modern equivalent of leaving cloud instances running at peak capacity 24/7. True AI strategy isn't just about what the model can do, it's about building intelligent orchestration, semantic caching, and specific routing to ensure the unit economics actually scale.

SAURABH SINGH And that they already knew, let's be honest.

Cory Gibson That, or widespread belt-tightening by the growing masses of "replaced" workers will squeeze the economy because of how much money is no longer being spent on the goods and services these companies provide.

“Let technology serve humanity, not replace it” sounds wise — until you realize everyone already agrees with it in principle. The real problem begins when economic competition, geopolitical pressure, and technological acceleration collide. At that point, good intentions alone become structurally irrelevant.

Whatever. It has electrolytes!!!

Thank you for sharing, this will be very helpful

Interesting!

Mark Wagner 😎 📈 #Bentley #Asset #Management 💥 #BAM #Alert: 📢 MU, SNDK and DRAM are the definitive global AI memory-chip leaders: 💎 Micron Technology (MU) topped a $1 trillion market value for the first time on Tuesday as shares popped over 20%, driven by insatiable global artificial intelligence demand for memory chips. The stock surge came as UBS nearly #tripled its price target on the stock from $535 to $1,625 a share, citing "exponential growth and longer-term contract agreement opportunities with partially fixed pricing". Full details: cnb.cx/4uArkXO

On a posititive note I too got my degree and other qualifications without Reading books . Just converted the content to Audio and Video than listened to watched them .

Decent onboarding arc, and Projects, connectors, and custom style files are all real, useful features. Just flag that "Adaptive Thinking" as a toggle, scheduled tasks, and some skills blend native features with the author's own naming and landing pages. The general flow is fine, but verify the actual steps and feature names against docs.claude.com rather than the third-party links.

Your point about token based pricing turning AI into a costly tool highlights why governance around usage is becoming as important as the technology itself. How are teams balancing the speed gains with strict cost monitoring practices?

Don Kilburg, Ph.D. VPN no good these days. I don’t see God speaking to humanity in only that time frame that will need a response when I get back home!

Well AI had a ton of certificates and skill sets gained over the years, went through multiple appraisel cycles. It is expected.Convinience and Ignorance are a bliss - until they hits.

The most important AI question was never just capability.It was always governance, incentives, and who holds the power to shape the system. Technology scales fast.But without human-centred leadership, ethics, and accountability, inequality can scale just as quickly. That’s why the future of AI is not only a technical conversation.It’s a leadership one.

Please read "Empire of AI" by Karen Hao and weep. Phenomenal.

What i said. Ask the pope what a girl is... He did NOT protect the youth, girls, nature Andrew Thomann

I am convinced the prices will only increase as the constraints surrounding AI services tighten (energy, water, real-estate, chips, etc..) but while the price was always going to be high once the subsidies started to whilttle away what i think is interesting is how ROI of AI will be measured going forward. For example, human hourly rate vs AI task completion is not apples to apples and may not necessarily spell the replacement of a persons job but if that task would have taken a team of Data Scientists a week then perhaps a $2k price seems fair for a quick run... the question might become, what work should the team delegate this week? This of course requires organisational understanding on AI friendly work, forward planning and a strategic adoption where it makes sense.

What solution do the Pope and Olah propose? To make AI Catholic?! Will Bin Salman agree to let Catholic AI to govern his Kingdom?! We propose the #SystemOfConsciousness as a Parallel Symbolic-Cognitive Core — a universal framework designed to enhance the ethical, cultural, and contextual capabilities of next-generation artificial intelligence. The deeper challenge may be that concepts such as dignity, truth, justice, and peace are not interpreted in the same way across cultures, legal systems, and philosophical traditions. As AI systems become global, governance may increasingly require architectures capable not only of defining values, but also of preserving coherence across diverse interpretations of those values. https://www.linkedin.com/pulse/ai-beyond-control-responding-geoffrey-hintons-nobel-axtfe