#ostensible

Fic can be read HERE.

Angst. Completed. Rated: T. Word Count: 7225

Pairings: Kageyama Ritsu/Suzuki Shou, Kageyama “Mob’ Shigeo & Kageyama Ritsu

Trigger Warnings: Major Character Death, Blood, Panic Attacks, Canon Typical Violence, Major Injuries, Broken Bones, Implied Natural Disaster

“Shou is already searching for Ritsu’s hand with his own. He moves slowly, arm raising in a sluggish arc, like a newborn kitten, blind and unable to control its gait. His complete trust is written all over that poor motion, and Suzuki’s overly sure that Ritsu is going to take his hand.

This development represents the wine and bread of an exalted conscious potential turned to stone. 

adjective | os·ten·si·ble | \ä-ˈsten(t)-sə-bəl, ə-\

intended for display :  open to view

AI systems learn from vast datasets, absorbing patterns and correlations. However, these datasets are not neutral; they are curated by humans, who inadvertently or deliberately introduce biases. For instance, if an AI model is trained on historical hiring data, it may perpetuate existing gender or racial biases, as it learns to replicate the decisions made in the past. This is not a bug in the system but a feature of its learning process, where the AI mirrors the biases present in its training data.

The technical architecture of AI, particularly in machine learning and neural networks, compounds this issue. These systems operate as black boxes, where the decision-making process is opaque even to their creators. The complexity of these models makes it challenging to identify and rectify biases, as the reasoning behind their outputs is not easily interpretable. This opacity can lead to the perpetuation of biases, as the AI continues to make decisions based on flawed data.

To mitigate these pitfalls, it is crucial to adopt a rigorous approach to data curation and model evaluation. Data should be meticulously vetted for biases before being used to train AI systems. This involves not only removing biased data but also ensuring that the dataset is representative of the diversity present in the real world. Additionally, AI models should be regularly audited for bias, using techniques such as fairness metrics and adversarial testing to identify and address potential issues.

Moreover, transparency in AI systems is essential. Developing interpretable models, where the decision-making process is understandable, can help identify and correct biases. Techniques such as explainable AI (XAI) aim to make AI systems more transparent, providing insights into how decisions are made and allowing for the identification of biased reasoning.

In the realm of perception’s grand parade, Where ostensible truths in masquerade, Parade with pomp, yet subtly evade, The discerning eye, in logic arrayed.

Ostensible, thou art a chameleon of thought, In epistemic discourse, oftentimes caught, Where veracity and semblance are fraught, With dialectics that reason hath sought.

A superficial veneer, thou dost present, In epistemological debates, omnipresent, Yet beneath thy surface, intentions ferment, In the crucible of cognition, resplendent.

Thou art the simulacrum of the real, A simulacrum that doth conceal, The noumenal essence, which we zeal, To comprehend, yet oft we reel.

In the annals of semiotics, thou dost reside, A signifier of truths, yet to be decried, By the semiotician’s discerning guide, In the labyrinth of meaning, thou dost abide.

Ostensible, thou art the paradoxical muse, In the dialectic dance, thou dost enthuse, The philosopher’s quest, thou dost amuse, In the pursuit of truth, thou dost bemuse.

In a world where technology evolves faster than we can blink, clinging to originalism is like trying to navigate a modern city with a map from the 18th century. The Constitution must be a living document, breathing and adapting to the times. It was never meant to be a rigid set of rules, but a framework that grows with us.

Originalism is dangerous. It shackles us to the past, ignoring the complexities of the present. Our founding fathers were visionaries, but they could not foresee the internet, climate change, or the myriad challenges we face today. To insist that their words are immutable is to deny the progress we have made and the progress we still need to make.

The world changes. Rapidly. We cannot afford to be left behind, bound by interpretations that no longer serve us. The Constitution must evolve, just as we do. It must reflect the values and realities of our time, not just the intentions of those who lived centuries ago.

This is not about disrespecting history. It is about honoring it by ensuring that the principles of justice, liberty, and equality continue to thrive. We must be bold enough to let the Constitution grow, to let it live. Because a living document is a powerful one, capable of guiding us through the challenges of today and tomorrow.