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Showing posts from April, 2026

Claude Mythos and the Return of the Analog Circuit Breaker

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  The internet just blew up with articles and reactions to Anthropic’s new Claude Mythos Preview model, and the tone is almost apocalyptic. The headlines are understandable. According to Anthropic’s own technical disclosure, Mythos was able to identify and exploit zero-day vulnerabilities in every major operating system and every major web browser tested, including bugs that had remained undetected for decades. Anthropic says the model found a now-patched 27-year-old OpenBSD bug, autonomously chained multiple vulnerabilities into working exploits, and performed far beyond its previous public models on exploit-development benchmarks. Because of that, Anthropic chose not to release Mythos publicly and instead restricted access through Project Glasswing, a defensive-security initiative involving companies such as Apple, Microsoft, Google, Amazon Web Services, Cisco, CrowdStrike, JPMorganChase, NVIDIA, Palo Alto Networks, and the Linux Foundation. This is not just another AI produc...

A Society Where Convenience and Human Redundancy Coexist — The More Convenient Life Becomes, the More Human Beings Are Emptied Out. Is Ethical Coding Even Possible?

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  1. Convenience has increased, but human space has shrunk AI has undeniably made our lives more convenient. It organizes sentences for us, summarizes materials, relieves us of repetitive work, and quietly replaces countless processes that people once had to handle directly. On the surface, this looks like  progress . Things move faster, fatigue has been reduced, and productivity has clearly risen. But beneath that convenience, another feeling has been growing. It is the feeling that people are becoming  less necessary . Some feel their jobs slowly thinning out, while others sense the emptiness left by disappearing roles as a vague anxiety before it can even fully appear. Even if it still seems that a place remains for now, confidence that this place will actually endure is weakening. That is the strange contradiction of this era. AI provides more convenience, yet as that convenience expands, human beings are entering a society in which their very  reas...

Eden Rewired

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  In Eden, the world began in order. Harmony reigned and the first humans were given a garden to tend. It was a paradise bound by a single prohibition. Do not eat from the Tree of the Knowledge of Good and Evil. (Genesis 2:17) But then came the serpent. And asked an innocent looking question. “Did God really say, ‘You must not eat from any tree in the garden’?” This is not just a line from scripture. It could be the world’s first prompt. That question did not command disobedience. It invited reflection. The serpent did not impose, it just instilled doubt. In doing so, it planted the seeds of ambivalent awareness. Until that moment, obedience was automatic. After it, ethics began. The Garden of Eden is not just a religious myth. It is a user interface for the human condition. In Genesis, humanity’s moral arc begins not with war or conquest but with a fruit. Knowledge is not handed down from God, it is plucked. Then, it is consumed and since there is no free lunch, it co...

AXIAL AGE AND AI.

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Around the middle of the first millennium BCE, something extraordinary happened across distant civilizations that had no direct contact with one another. This period is known as the Axial age. In Axial Age, as described by Karl Jaspers, human consciousness appeared to pivot. In Greece, thinkers like Socrates, Plato and Aristotle began to ask questions that still structure Western thought. They asked questions around justice, truth and the good life. These were not questions about survival or governance but they were meta questions. These were questions about the nature of reality itself.  In India, the Upanishads emerged, shifting focus from ritual to introspection. Gautama Buddha rejected inherited authority and asked individuals to examine suffering through direct experience.  In China, Confucius emphasized on social harmony and ethics. In Persia, Zoroaster introduced a cosmic moral dualism between good and evil. Prophetic traditions reframed morality as a covenant between h...

𝐂𝐚𝐧 𝐀𝐈 𝐒𝐮𝐬𝐭𝐚𝐢𝐧 𝐚 𝐏𝐥𝐚𝐜𝐞 𝐢𝐧 𝐇𝐮𝐦𝐚𝐧 𝐋𝐢𝐟𝐞?

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As AI moves closer to everyday life, the standard by which we judge it is shifting beyond 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 alone. What matters now is how naturally it handles 𝐜𝐨𝐧𝐭𝐞𝐱𝐭 , 𝐛𝐨𝐮𝐧𝐝𝐚𝐫𝐢𝐞𝐬 , 𝐦𝐞𝐦𝐨𝐫𝐲 , and 𝐣𝐮𝐝𝐠𝐦𝐞𝐧𝐭 . 𝟏 . 𝐅𝐮𝐧𝐜𝐭𝐢𝐨𝐧 𝐈𝐬 𝐍𝐨𝐭 𝐄𝐧𝐨𝐮𝐠𝐡 The AI industry is still evolving rapidly. Responses have become more natural, the range of information systems can process has expanded, and people are beginning to accept AI not as a special technology, but as an everyday tool. Not long ago, AI was seen as something that merely helped with search or polished sentences. Now it is moving deeper into daily life through scheduling, work assistance, summarization, analysis, and even support in advisory contexts. But if we look a little more closely, one assumption becomes visible beneath the surface: the belief that a 𝐛𝐞𝐭𝐭𝐞𝐫 - 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐀𝐈 is automatically a 𝐛𝐞𝐭𝐭𝐞𝐫 𝐀𝐈 . Of course, performance matters. 𝐀𝐜𝐜𝐮𝐫𝐚𝐜𝐲 , ...