M odern artificial intelligence has inherited a deceptively simple assumption: that language is primarily a matter of words, and that more data and larger models naturally lead to better understanding. This assumption has driven the rise of large language models trained predominantly on high-resource languages—English, Mandarin, Spanish. At the same time, it has left something essential behind: low-resource languages, embodied forms of communication, and the emotional nuance

Executives blamed people. Engineers blamed tools. Everyone missed the real story. Systems fail not because they are weak — but because no one knows what condition they’re in. Long before artificial intelligence, autonomous machines, or global organizations, operators learned a hard truth: every system moves through recognizable states . Ignore the state, and even the smartest operation collapses. states of condition: NON-EXISTENCE — THE SILENT BEGINNING Every system starts in

📘 The AI / ML Bible — What the field finally needed After decades of hype, benchmarks, and partial truths, this book cuts through to the actual mechanics of intelligence—human and machine. Key takeaways: 🔹 Resource Framework Just as life operates through matter, energy, space, and time , AI conquers through DATA : Data · Algorithms · Training Compute · Architecture No magic. Just economics of intelligence. 🔹 Evolutionary Pressure AI systems evolve under selection pressure

They told us   hashtag#AI   would make life easier. They didn’t tell us it might make people weaker. “Helpful AI” provides insight into: Why AI systems become cruel without meaning to? How over-automation quietly erodes human skill? Why “ethical AI” fails when it ignores real-world help? How to design AI and robotics that support judgment, responsibility, and control If you build, deploy, govern, or rely on AI, this book helps you: create systems people can understand and tru

Intelligence doesn’t fail. The game does. I’ve been working on a short book that connects something unexpected: human psychology, trauma, and artificial intelligence. The core idea is simple—and unsettling: Trap any mind in an unwinnable game long enough, and it will break. That’s true for people. And it’s true for AI. In humans, we call it burnout, trauma, learned helplessness. In AI, we call it reward hacking, policy collapse, misalignment. Different words. Same failure mod

Journey Capture: A Science of the Canine Mind is a book series that introduces a structured science for helping humans more deeply understand the domesticated dog. The series blends theory with practical observation and application, offering a framework for interpreting canine emotional and behavioral states in real-world contexts. Accompanying the books is a developing technology designed to help identify a dog’s current emotional state and establish a meaningful baseline.

Optimus and the Next Era of Robots: From Labor to Lifestyle When people think about humanoid robots entering everyday life, the imagination usually stops at utility: ✅ lifting heavy  objects ✅  helping  around the house ✅ moving furniture ✅ automating  manual , repetitive  work And yes—that future is coming. But it’s the  starting point , not the destination. The next generation of humanoid robots, like Optimus, won’t just exist to perform tasks. They’ll exist to participate

Posted to LinkedIn on October 20, 2025 by @Danielle Franklin In today’s world you can literally be anywhere at any time. Returning and recalling memories is one way—but there is an incredibly powerful technology that has already been here for a while: immersive reality. Using something like the Apple Vision Pro, you can step into a space where real and imaginary elements merge. You’re not just  looking at  a waterfall—you’re  inside  it. You’re at the beach, wrapped in sun an

Change the sequence, change the outcome. Desire → Enforce → Inhibit = scalable Desire → Inhibit → Enforce = collapse that looks like progress This is the fix sitting in plain sight. Everyone keeps talking about scaling qubits (quantum bits that can be 0 and 1 at the same time), extending coherence (how long a qubit stays stable), reducing the noise (unwanted interference), etc. But barely anyone is pointing at the actual sequence problem that’s baked into the architecture. Be

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This presents the materials to begin to understand how the canine mind works, the functional explanation of how the mind works to drive the body. The types of minds, and the Command Operator, the "I" of the being. How this works for determination and what the Instinctive Mind is at a very high-level. A Science of the Canine Mind is a book series to be released this Fall 2025... Stay tuned and connected. In short the mind drive the body. The Command Operator decides based on t

How to Use Knowledge to Get Ahead in the Market Tying Tone of Individuals, Tone in General to the Market and what to do based on the key...

This original publication dated: May 30, 2024 In the year 2025, AI is predicted to become an indispensable tool for scientific discovery,...

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