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Engine X AI in Emerging Web
We have developed future-ready, user-centric systems over decades. And more than ever, we see our trademark enginex and our e to the power of x image as all the more significant in the AI era. Our symbol is a distinct and enduring cross-industry and inter-disciplinary commitment:
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ethical applications
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explainable AI (XAI).
Artificial or Automated Intelligence (AI) technology may give us ever-increasing capacity for affordable access to deep learning and machine learning (DL and ML) and natural language programming (NLP). These tools feature language models built on adaptable epistemic (meta) networks.
As a result, the power of the technology is not so much about hardware or even software, as it relies on processing complex content and data in context. Potential benefits or adverse outcomes pivot on the inherent quality of data, the coherent real-world perspective and the integrity of purpose.
With a focus on the structure of data and quality of information and content, Engine X AI models, designs, and deploys programs and intelligent user interfaces. We are experienced working for public, business, tech and government leaders with a focus on users. We help users operate more effectively and efficiently in significant fields of human endeavor, from Finance to health. At the core, we produce content in a meaningful and expanding context.
Newsworthy Now
Before the web and now still, app and systems users may assume that new technology is good and that users retain their autonomy and sovereignty through the use of new media trained on public data and documents. Born into big-money technological determinism, many believe we can grow human capabilities with a mutual capacity for fair trade in open markets and respect for human, civil, and consumer rights.
Is an operating strategy ever Safe or Destroy Danger? Many remain hopeful as OpenAI announced in early 2025 that it had, as a leading AI developer, sidestepped its founding principles to align its work with military interests. Its estimated value increased to the benefit of big investors. They are thrilled that OpenAi looks beyond General AI to Super AI as it profits from automating drones with potentially lethal powers and deploys AI targeting systems that function without the human burden of compassion. It's all OK as long as we realize some will be lost to so-called Friendly Fire, just not the tech billionaires nor military allies or purveyors of novel preventive counter-measures and the public-private alliances of pandemic profiteers.
We share desires for threat detection and harm prevention. Experience ensures we have little doubt:
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The world evolved from Web 1.0, through version 2.0, to Web 3.0 with increasing interactivity, ML, and Large Language Models (LLM), all called Artificial Intelligence (AI). While civil society plays with ChaptGPT, Engine X colleagues are modeling applications for Web 7.0.
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Small language models (SML) and secure distributed systems, as well as offline time, have gained increasing importance in human life.
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Civilians can be sure that technologies that emerge in public now are already in use in even more sophisticated forms for purposes of maintaining the global power hierarchy of military, surveillance, intelligence, and counter-intelligence operations on battlefields everywhere, including the mobile devices in your kid's lunchbox, on your wrist, in your wallet or back pocket.
Lest we forget, meaning and values are made by people interacting with one another in the context of their world of distinct, different, and varying perspectives, human needs, and often some desire for a life better tomorrow than yesterday and the days gone by.
Ethics of an Experiential Singularity
We are not yet just static or digital identities captured and naively or willingly integrated into mass surveillance, automated propaganda, and behavioral control systems as if witless drones acting out someone else's will.
From a human perspective, there's a need for ethical and explainable intent.
And on this, Engine X AI remains committed to working for human-centered computing and communications to respect this moment in time, in which -- as sure as you can read this -- we are alive and sharing consciousness in Life.