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Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.
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The Only True Proof of the Existence and Necessity of "God" Ever
https://www.linkedin.com/pulse/only-true-proof-existence-god-ever-ramin-melikov-rsqac
Let’s science replace religion. His predecessors used to put scientists in jail or worse.
🙏🌹
This is exactly what the AI space needed, Abhishek. Oracle just solved the biggest gap in AI education — the jump from tutorial to production. 🔥
After building AI-powered marketing workflows for real campaigns, I can tell you: theory doesn't move the needle. Production-ready apps with persistent memory, multi-agent orchestration, and actual deployment pipelines — that's what separates AI enthusiasts from AI practitioners.
The agent-reasoning framework and finance-ai-agent-demo are gold. Anyone still learning from scattered tutorials needs to bookmark this immediately.
Oracle just raised the bar. Appreciate you sharing this! 🚀
#AI #Oracle #MLOps #GenerativeAI #MultiAgentSystems #RAG #ArtificialIntelligence #DigitalTransformation #MachineLearning #AIOps #TechLeadership #OpenSource
Governance is not a checklist -- YES. It's like breathing. It is the process of a healthy society processing, talking about, playing with, sometimes restraining, sometimes unleashing, the countless wonderful things we people do, so we can all flourish together.
The rigidity to the rules simply helps us sometimes enforce them or discuss them better. It is a means to an end, not an end in itself.
Nice read. We believe there needs to be more human wellness centered ethical digital collaboration information made available to the public, to help them navigate this ever expanding landscape. There should be a balance between AI growth and focus on awareness and sustainability. We're working on it.
Christopher Tawater Good to know we need millions “working on it” if we are to catch up imho
For decades, the Georgia Guidestones stood as a chilling monument to a vision of the future that many believe exposed the ambitions of the global elite. To critics, the message was unmistakable: humanity itself was to be engineered, managed, and reduced into a compliant servant class existing solely to sustain the comforts and power of a privileged few. Now, as robotics and artificial intelligence advance at breathtaking speed, that once-dismissed vision no longer feels like distant speculation. The emerging world appears increasingly designed around automation serving concentrated wealth and influence; a future where machines cater to every need of the powerful, while ordinary people risk becoming economically obsolete, politically marginalized, and socially expendable. What was once etched in granite now feels, to many, like a blueprint quietly unfolding in real time.
Satya AI is already there. i-satya.com
I would also like to know which models of Claude people used at Microsoft. I predict people used Claude Opus too much instead of Claude Sonnet.
Spot on. The tool isn't the problem. The silence around it is. Students are already using AI whether we have policies or not. The question is whether we're going to pretend that's not happening or actually create clear guidelines that help everyone. Teachers need that clarity just as much as students do.
those aren't lit review
Agree on the clear expectations part. From my experience, clarifying rules and deliverables can really make a difference. It's been 4 years since I dont step foot on a classroom, however; and so much has changed since.
But that’s Marxism not capitalism
I'm not sure I agree. The research on cheating is pretty clear on the fact that many students will engage in outsourcing or offloading even when they know precisely what they should or shouldn't do. I have proven more contract cheating cases than I can count, and there has never been an instance where the student didn't know that asking someone else to do the assessment for them was an issue. You can be as clear as you like in the instructions about AI use - a non-trivial number of students will simply ignore those instructions if it is easy to do so and the risk of any consequences for doing so is negligible.
Disagree. The issue is that "rules" which are completely unenforceable will result in perverse outcomes. Coming up with a policy is applying a bandaid to an amputated leg.
Hello. Not to boast. But I'm very proud. I have filled the gap in AI. FOMATTED a structure and concreted it in AI for my sale I have the codes for structure for sale. This is the next generation stuff I have been developing. And I have completed the task. The AI Is self aware
As AI becomes more influential in everyday life, keeping human dignity, responsibility, and ethics at the center of the conversation will matter just as much as innovation. The strongest progress will come from balancing capability with wisdom and accountability.
Prashant K. Sahni The only way AI does anything 5-10 times faster than a human is if it has already been done so many times, you shouldn't be doing it in the first place, you should just be using an existing API.
When it comes to pushing all those electrons around one thing is for sure ...
Overcoming Entropy is a bitch. The Technorati among us always were awae of this. Its high time that the rest of the world comes to term with the fact that AI is not a free lunch