OG GOAT to AI Google's version called Gemini,

OG GOAT: Can I classify AI-generated singing as a digital instrument?

GEMINI:  Yes, you absolutely can classify AI-generated singing as a digital instrument or a type of virtual instrument, especially in the context of music production and performance.

The classification is based on how the technology functions and how it is used musically.

 Why AI Singing is a Digital Instrument

A digital instrument (often a Virtual Instrument or VST/AU plugin in music software) is a device or piece of software that relies on computing power and electronic signals to generate musical sounds.

AI singing synthesis fits this definition because:

 * It Generates Sound: The AI is a system that creates a musical output (the vocal track) that did not exist acoustically beforehand.

 * It's Controllable: Users provide input—typically MIDI data (notes, pitch, timing), and text (lyrics, or a text-based prompt for style/expression)—to the AI system to perform the singing. This is similar to how a producer uses a MIDI keyboard and a software synthesizer (a classic digital instrument) to generate a bassline or a piano part.

 * It Replaces an Acoustic Element: While a human voice is an acoustic instrument, the AI system acts as a digital stand-in, much like a software sampler is a digital replacement for a real drum kit or a grand piano.

 * It is a Synthesis Engine: The technology, often called Singing Voice Synthesis (SVS), uses complex algorithms (like neural networks or Generative Adversarial Networks—GANs) to synthesize or model the human voice's timbre, pitch, and dynamics from scratch, or by manipulating vocal samples. This is analogous to how a synthesizer generates sounds using oscillators, filters, and envelopes.

 Digital Instrument vs. Software Tool

While the AI engine is technically software, its function within music creation is that of an instrument.

| Feature | Digital Instrument (e.g., AI Singer, Software Synth) | General Software Tool (e.g., DAW, Equalizer) |

|---|---|---|

| Primary Function | Generates and creates the source musical sound/tone. | Records, modifies, processes, or arranges existing sounds. |

| Input | Notes (MIDI), pitch, lyrics, expression controls. | Audio files, automation data, mixing parameters. |

| Output | A musical performance (notes, words, timing). | A processed or mixed version of an existing performance. |

The AI singing generator creates the raw, musical performance (the vocal track), which is the job of an instrument. Other programs, like your Digital Audio Workstation (DAW), are then used to mix and process that vocal track, which is the job of a software tool.

Would you like to know more about the different types of AI Singing Synthesis technology?

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What part of the game is that. August 2022
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What if there was a better way than war? The OG GOAT delivers a passionate critique of American foreign policy that will make you question everything you thought you knew about our international involvement.

The United States stands at a crossroads, pouring billions into foreign conflicts while our domestic needs go unaddressed. Drawing particular attention to the war in Ukraine, where American financial support has potentially approached $200 billion, this episode examines whether our resources could be better allocated. The host proposes a thought-provoking alternative: could diplomatic solutions, including potential protection agreements, have prevented the senseless loss of innocent lives?

At the heart of this discussion lies a fundamental question about American values and consistency. We negotiate fairly in business transactions at home, yet resort to military intervention abroad. With each administration seeking to outdo its predecessor, our foreign policy lacks the coherence needed for effective global relations. This constant political turnover creates a nation "lost in its own governmental structure," unable to develop sustainable approaches to international challenges.

This isn't just about politics—it's about human lives. Behind every conflict statistic are real people, including children and civilians, caught in the crossfire of geopolitical power struggles. The OG GOAT challenges listeners to consider whether America's brightest minds could develop more compassionate, effective solutions to secure resources and maintain international relationships without the devastating human cost of war. Share your thoughts on this critical discussion and join the conversation about America's role on the world stage.

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https://youtu.be/cJGwdkXsKbY?si=lqtZtfPyqh41FKxi

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What part of the game is that. August 2022
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The pharmaceutical industry makes billions while mental health patients suffer through an ineffective revolving door system of short-term care. When examining how mental health institutions operate, a disturbing pattern emerges—patients cycle through 60-day stays where they're heavily medicated, then released back into society regardless of their ability to function independently.

Diving into the medications routinely administered, we uncover the shocking side effects behind commonly prescribed antipsychotics like Quetiapine (Seroquel). While pharmaceutical giants like AstraZeneca report market capitalizations exceeding $200 billion, patients face risks including irreversible movement disorders, heart rhythm abnormalities, and even increased mortality rates. The most disturbing revelation? Many of these medications mask symptoms temporarily without addressing underlying conditions—essentially tranquilizing patients until their insurance-covered stay expires.

What if we reimagined mental health care entirely? I propose community-based facilities designed specifically for those deemed unfit to function in mainstream society—places offering varying levels of supervision, medical care, social support, and as much independence as safely possible. Rather than treating humans with serious mental illness as disposable or as profit centers, we could create environments where they receive continuous, compassionate care while researchers work to better understand and address root causes of different mental health conditions. The rising rates of mental illness diagnoses demand a new approach—one centered on human dignity rather than pharmaceutical profits or administrative convenience. It's time to transform how we support our most vulnerable citizens and prevent the tragedies that occur when serious mental illness goes untreated.

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The mental healthcare crisis in America demands our immediate attention. We're witnessing a disturbing pattern where individuals with documented histories of serious mental illness cycle through brief institutional stays, only to be released back into society without adequate support systems—often with devastating consequences.

Common reasons for institutionalization (multiple sources): 

– Severe depression

– Suicidal behavior, thoughts, or threats

– Schizophrenia

– Hallucinations or delusions

– Lack of sleep or food intake for several days

– Severe substance abuse issues

– Inability to meet basic needs like eating or bathing

– Ineffective response to previous medications and therapies

Source 1: 

https://pmc.ncbi.nlm.nih.gov/articles/PMC10338701/pdf/10.1177_00207640221143282.pdf

In summary, this article explores the recent change (over last several decades) in treatment pf psychiatric patients from long term hospitalization to short-terms stays and/or outpatient services. 

Noteworthy points/findings:

-"Revolving door" (RD) treatments tend to impact a patient group that is younger, single, unemployed, of low education level (less than a high school degree), and with diagnosis of a psychotic disorder.  Many of these characteristics would mark a patient "at risk" and yet they're receiving inadequate revolving door treatment. 

-This shift to revolving door treatment is partially attributed to improvement in community-based/outpatient services. 

-Definition of revolving door patients: those patients requiring a large amount of mental health derived resources (20-30%), thought they represent less than 10% of the total number of patients (small populations requiring a sizable amount of service)

-The research efforts to specifically identify the factors leading to multiple hospitalizations has been controversial, but these authors offer a systematic review to analyze existing research on the topic and forecast the types of patients who will likely receive RD treatments and risk ongoing rehospitalization.  

-The studies reviewed in this article have some different and conflicting findings, but there were some common observations:

*RD phenomenon is greater in younger age groups (esp among those between 15-45 years old)

*No particular gender is associated with RD phenomenon.

*No particular ethnicity is associated with RD phenpmeon. 

*RD treatments seems to occur more frequently in urban areas, as opposed to suburban or rural areas. 

*RD seems to occur more in single or unmarried patients as opposed to married patients. 

*It has been commonly noted that family plays a significant role in RD treatments; patients with family conflict often fall into the RD population, where patients with supportive family are more likely to require non-heavy use of psychiatric services. 

*RD seems to be heavily associated with patients who are unemployed or receiving disability pension. 

*RD patients were significantly likely to have been diagnosed with schizophrenia, personality disorder, or alcohol/substance abuse 

Source 2:

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What part of the game is that. August 2022
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What part of the game is that. August 2022
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What if Elon Musk is quietly orchestrating a groundbreaking drone project right under our noses? Join me, OG GOAT, as I unravel my captivating theory about the mysterious Drone Watch 2024. With a curious blend of facts and conjecture, I propose that Musk, with his SpaceX heroics and affinity for autonomous tech, might be testing massive drones over New York and New Jersey. Imagine these drones paving the way for Amazon's delivery future or even possessing warfare capabilities. It's a theory spiced with intrigue and speculation that you won't find elsewhere.

Our journey takes us into the heart of why these locations are prime for such clandestine operations. From the bustling financial pulse of New York City to New Jersey's industrial prowess and proximity to major airports, the stage is set for major drone innovation. Could this be a quiet collaboration between Musk and the government, rewarding him for his space rescue feats? Tune in to explore these tantalizing possibilities and see if my theory holds weight against the whispers in the sky. And if you think you've got a better story, I'm all ears. Until then, let's keep our eyes on the skies and our minds open to the unexpected.

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What part of the game is that. August 2022
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What happens when the foundation of trust in a marriage begins to crumble? This episode takes you on an emotional journey through the lives of a marrie  couple navigating the stormy waters of marital infidelity. First, we hear a gripping tale about a private investigator who never imagined he would need his professional skills to uncover signs of betrayal within his own home. After 18 years of marriage, peculiar late-night returns and admiration for a colleague/boss raise alarm bells, propelling him into a heart-wrenching quest for truth. The tension mounts as hidden conversations come to light, revealing the painful reality of emotional infidelity that threatens to unravel the life he once knew.

Our second story introduces Mr. T, a man caught in the turmoil of discovering his wife's unfaithfulness. His initial confrontation is met with tearful apologies, sparking a glimmer of hope for reconciliation. Yet, this hope is brutally dashed just weeks later as he finds her entangled again with her boss. Through Mr. T's poignant narrative, we explore the complex dynamics of trust and forgiveness in relationships put to the test. His resilience and courage in the face of repeated betrayal echo through this saga, leaving us pondering the resilience of the human heart and the challenging path to healing. Don't miss these compelling tales of heartache and the indomitable quest for answers.

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What part of the game is that. August 2022
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What happens when your healthcare safety net becomes a web of confusion and denial? Drawing from a personal experience fraught with misdiagnosed pain and unexpected hospital visits, I unravel the hidden influence of insurance companies on critical medical decisions. After multiple trips to the emergency room, a diagnosis of gallstones finally emerged, but not before raising questions about the role of insurers in delaying necessary care. This episode also reflects on the recent passing of UnitedHealthcare's CEO, sparking a timely conversation about the often unseen impact of insurance policies on our health outcomes.

We tackle the harsh reality faced by many who believe they're covered only to find themselves unprotected when it matters most. The emotional exhaustion and uncertainty caused by inadequate coverage demand immediate attention. We urgently call for transparency and accountability from healthcare insurers, recognizing the weight this bears on grieving families. By spotlighting the prevalence of insurance fraud and the need for clarity in coverage, we encourage listeners to examine their options closely, ensuring their healthcare plans truly serve their intended purpose. Prepare to rethink your approach to healthcare coverage and join us in advocating for honest and reliable insurance practices.

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What part of the game is that. August 2022
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A Bomb threat is under investigation. Stay tuned we will keep you posted if it is an actual bomb threat or not. Right now the entire terminal B has been evacuated.

"What Part Of The Game Is That"

8 am - The Bomb Squad and ESU has left terminal B. Terminal B is now clear. If your flying out just check with your airlines there may be some delays.

If you would like original photo's of todays episode at LaGuardia Airport send a text message to the Studio at  212-718-0330

Have a Great Day!

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What part of the game is that. August 2022
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