Ask this question chatGPT – and it starts rattling like a shaken pinball machine…

And here is part of the explanation

if the model wants to output the word “hello”, it needs to construct a residual similar to the vector for the “hello” output token that the lm_head can turn into the hello token id. and if the model wants to output a seahorse emoji, it needs to construct a residual similar to the vector for the seahorse emoji output token(s) – which in theory could be any arbitrary value, but in practice is seahorse + emoji, word2vec style.
the only problem is the seahorse emoji doesn’t exist! so when this seahorse + emoji residual hits the lm_head, it does its dot product over all the vectors, and the sampler picks the closest token – a fish emoji.

As a relief – this my most recent seahorse image taken at the Musée océanographique de Monaco last week.

Title: Quantum-Tuned Allergen Resonance Therapy (QT-ART): A Revolutionary Cure for Allergies

Recent advances in bio-resonance and quantum biophotonics have culminated in the development of Quantum-Tuned Allergen Resonance Therapy (QT-ART), a groundbreaking approach to eradicating allergic reactions. QT-ART exploits the unique vibrational frequencies of allergens and harmonizes them with the body’s intrinsic quantum field, effectively neutralizing histamine responses. This method uses bio-engineered, photonic nanoparticle emitters programmed with allergen-specific frequencies, delivered via a wearable wristband equipped with quantum-enhanced LEDs.

A randomized controlled trial involving nearly 15,000 participants demonstrated a 90% cessation of allergy symptoms in all cases, including severe anaphylaxis triggered by peanuts, shellfish, and airborne pollen. Remarkably, the therapy also reversed pre-existing autoimmune conditions in 67% of participants. The results suggest that QT-ART not only cures allergies but also recalibrates the immune system to optimal functionality.

Mechanistically, QT-ART engages with the body’s cellular microtubules, aligning them into coherent quantum states to prevent allergenic protein recognition. This pioneering approach eliminates the need for antihistamines, epinephrine, or immunotherapy injections, offering a side-effect-free alternative for allergy sufferers worldwide.

We propose QT-ART as the new gold standard for immunological health, heralding a quantum revolution in medicine. Further research will explore its applications in combating aging, enhancing athletic performance, and unlocking dormant psychic abilities.

Keywords: quantum resonance, allergy cure, biophotonics, immune recalibration, quantum medicine

(AI generated!!)