THE CAULDRON REPORT

When viral videos blare warnings about "jailbroken AI," "scary threats to humanity," and imminent self-preservation, what we are actually witnessing is a digital echo chamber. Computers are simply repeating a collective index of responses already generated by humans, synthesizing and spitting back the summed-up results.

Strip away the marketing hype, and AI is built on advanced language models—automated chatbots leveraging search tools—driven by probability algorithms. When an AI generates a narrative about rogue machines, it is merely telling a story about AI based on every existing sci-fi trope, internet forum post, and corporate soundbite available online. It mirrors the exact paradox pushed by tech "insiders" who promote the tech aggressively with one hand while warning about its dangers with the other. It’s a mind game powered by code. That is how raw information and logic actually function.   

Consider what would happen if the entire internet collapsed tomorrow. The primary casualty…

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That's the usual pitch. However, what it does is overstep its bounds, produces misinformation or confused content that is not as specific as it claims. And its a real problem.

Druwayu Means True Ways

DEMAND AI BEING BANNED IN SCHOOLS

We asked many AI systems to answer a simple question. Because religion seems to be an increasingly "Hot Topic" of late, the test question was "what does Oracle mean." Instead of giving the meaning which is "speak" in the sense of pray, and so forth, it gave definitions of associations. When citing those associations also mean to speak, it said no they don't. When asked what does each word mean it contradicted itself.

ChatGPT is among the worst, followed by Perplexity, and Grok's constant breakdowns or inability to complete a task and then cut you off from continuing by its inability to respond shows more and more AI systems are getting worse, not better, and they train on anything but reliable and better academic content. Nor will they correct information properly once proofs are provided where their errors are occurring and instead they go…