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Oracle AI Developer Hub: Resources for Building AI Applications
Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services
Join AI Saturdays: Learn Prompt Engineering for Free
Hey hey Running a small virtual group called AI Saturdays where we pick one practical AI skill per week and actually learn it together. This week: Prompt Engineering. Free, casual, no experience needed. [RSVP Link](https://www.meetup.com/chillnskill/events/314498981)
Deepfakes: The Attention Budget Threat and Response Strategies
A framing I keep coming back to: a synthetic image or video can succeed even when almost nobody believes it. Not because it changes minds directly, but because it turns attention into the attacked resource. If a campaign, newsroom, platform, or company has to stop and answer the fake, the fake already got some of what it wanted: - the defenders spend scarce time verifying and explaining - the audience gets forced to process the claim anyway - every debunk risks replaying the artifact - institutions look reactive even when they are correct - the attacker learns which themes reliably pull defenders into the loop So detection is necessary, but not sufficient. The second half of the system is distribution response. A few practical design questions I think matter more than the usual “can we detect it?” debate: - Can we debunk without embedding, quoting, or rewarding the fake? - Can provenance signals move suspicious media into slower lanes instead of binary takedown/leave-up decisions? - Do newsrooms and platforms track attention budget as an operational constraint? - Can response teams separate “this is false” from “this deserves broad amplification”? - Can systems preserve evidence for verification while reducing replay value for the attacker? The failure mode is treating every fake as an information accuracy problem when some of them are closer to denial-of-service attacks on attention. Curious how people here would design the response layer. What should a healthy “quarantine lane” for synthetic media look like without becoming censorship-by-default?
AI and Population Control: Is There a Hidden Agenda?
Hello everyone, I’m a 21-year-old and I’ve been thinking about something today. What if AI is actually being used as a long-term strategy by powerful people to reduce or control the human population? Here’s what I mean. Over the last few years, we’ve had things like COVID, rapid AI development, robots becoming more human-like, and a lot of wars and instability around the world. Maybe it’s all coincidence… but what if it’s not? My theory (maybe a bit crazy, I know): What if AI and robotics are being developed to the point where they can replace humans almost completely? Then, with things like wars or even new viruses, the global population could be reduced drastically. Meanwhile, the rich and powerful would have the resources to stay safe or leave. In that scenario, you’d end up with a much smaller population and advanced AI/robots doing most of the work. No resistance, no complaints — basically total control and fewer “problems” for the people at the top. I know this might sound far-fetched, and maybe I’m just overthinking, but the timing of everything feels strange to me. What do you guys think? Am I going too deep into this or does anyone else see these patterns? Quick note: they don’t need money paper currency and those numbers on your bank account are just illusions the 50 dollar bill isn’t 50 we al just say it has a value. Only real currency is gold and silver. Plus the rich want sunny beaches, yachts,alcohol /drugs and good food
AI-Powered Devicons.io Enhances Developer Toolkit
AI Powered Devicons.io Enhances Developer Toolkit In the rapidly evolving tech landscape, efficient toolkits can significantly streamline developer workflows. E…
Free Programming Books: Top Picks from GitHub Trends
📚 Freely available programming books
Top Free APIs to Boost Your Projects
A collective list of free APIs
Free Engineering Thermodynamics Textbook Available
Free Engineering Thermodynamics Textbook Available Engineering thermodynamics is a cornerstone subject for students and professionals in fields like mechanical,…
AI-Powered Thermodynamics Learning Tool Launched
AI Powered Thermodynamics Learning Tool Launched Revolutionizing the way students and professionals learn about thermodynamics, a groundbreaking AI Powered Ther…