MICHAEL MOORE

If everyone does their part for the next few weeks, Trump is going down in flames. So say I.

Right now, if you know how to really read the polls, or if you have access to the various private and internal polling being conducted by and shared only amongst the elites, Wall Street, and Members of Congress, then you already know that this election was over weeks ago. Trump simply refused to believe that “Sleepy Joe” was no longer his opponent and that there was instead “some woman” claiming she was “Black” who was now going to pummel him on Election Day. He soon became unhinged, ranted for hours about Hannibal Lecter, Haitians cannibalizing your pets, and a nonstop drone of oral diarrhea spewing misogyny, racism and essentially claiming that if he loses “it will be the Jews’ fault.” 
The vast majority of the country, the normal people, have seen enough and want the clown car to disappear into the MAGA vortex somewhere between reality and Orlando. The swift and explosive momentum for Kamala Harris is unlike anything that’s been seen in decades. Which is why maybe at this point in my rant I just need to say out loud that which is being said to me in private by people I respect — and not just in whispers, but in excited tones of exuberance: That a new era is being born, one where caucasian is just one of the options but no longer the bossy pants of the world. Where it’s OK if you’re missing the lower right quadrant of the second X chromosome thus making it a “y” which means you’re never going to have your own fallopian tubes so just deal with it and keep your hands off the gender who has them. Simple. 
An aggregate of top polls as of today shows that Harris will defeat Trump in the Electoral College count by 270 to 268.
But I think we need more. We need to ensure that Trump loses in a landslide, with numbers so massive, the likes of which haven’t been seen since the entire country tuned in to watch Geraldo open up Al Capone’s vault. Because that’s the only way to guarantee his permanent removal from the public eye. We should settle for nothing less. 
As it stands now, here are the basic conclusions I’ve come to by simply being around my fellow Americans who are shopping at Costco, having fun making TikToks and eating once a week at Chili’s:
Harris will win 6 states west of the Rockies: Colorado, New Mexico, California, Oregon, Washington and Hawaii. 

Since losing the debate to Harris, Trump’s momentum has come to a screeching halt. Even with Vance “winning” the debate on Tuesday night with his “charm,” “civility,” “politeness” and “the“ “Satanic” “laser rays” “shooting” “out” “from” “his” “eyes” “into” “our” “brains,” it did not help change anyone’s mind. Harris continues on her rocket ship, never slowing down and only increasing her popularity each day. Trump’s voting base is now severely depressed and more and more they have that sinking feeling as they realize there is no way now for Trump or the Astros to win.
BUT…
You and I know that there are always ways for him to win. We just don’t know what they are because we don’t have “666” inscribed on our foreheads in invisible ink. We do know that Trump has a stellar streak of pulling off the impossible — and those who have written him off have more than once lived to see the day where they must eat humble pie. It is never wise to do a victory dance on the two-yard line when Trump is your opponent. 
So, each of us must still do our work to get out the vote and, most importantly, make sure Harris has a Democratic House and Senate elected next month to pass her/our legislation next year.
I know many of you are still afraid that somehow Trump is going to win. So, knowing how skittish many of you are about November 5th, let me break it down for you and show you how difficult winning is going to be for him. And even if he picks off a swing state or two, there will be more than one way to stop him.

Complete article visit Michael’s Substack 

By: Jay

 When AI Misses the Mark on Satire and Nuance

In the increasingly AI-driven landscape of social media, content creators frequently encounter an opaque and often frustrating challenge:

 The inherent limitations of algorithms in discerning nuanced human expression. Platforms like TikTok, with their broad content guidelines and automated moderation systems, can inadvertently stifle legitimate artistic and journalistic endeavors by misinterpreting satire as genuine transgression.

This issue extends far beyond individual instances; it underscores a fundamental disconnect between the richness of human communication and the binary logic of artificial intelligence. While powerful for detecting overt violations, current AI struggles profoundly with context, intent, and cultural subtleties.

The Nuance Gap: Where AI’s Limitations Impact Creators

Several examples illustrate the critical “nuance gap” that innocent bloggers and writers frequently encounter, leading to content removal, warnings, or even account suspensions:

 * Satire vs. Hate Speech/Misinformation:

   * The Problem: A satirical image intended to critique political figures through exaggerated, even provocative, visual parody may be flagged. An image featuring a leader with an altered, historically loaded symbol (e.g., a Hitler mustache) can be universally understood as satire within human audiences on some platforms. However, an AI, trained to identify and eliminate symbols associated with hate groups, may only recognize the forbidden symbol, not the critical commentary or satirical intent.

   * Implication for Creators: For those employing parody, irony, or caricature to comment on socio-political issues, this poses a significant risk. The AI currently lacks the capacity to differentiate between genuine promotion of hate and its critical subversion.

 * Irony and Sarcasm vs. Harassment/Threats:

   * The Problem: Content creators might post a video sarcastically mimicking harmful stereotypes to expose their absurdity, or use ironic language to highlight systemic issues. An AI, however, may only detect keywords or tonal patterns associated with hate speech or harassment, missing the critical, oppositional intent. For example, ironically stating “All [Group X] are like this, obviously” to mock a prejudice could be flagged despite the clear ironic delivery to a human audience.

   * Implication for Creators: This can lead to self-censorship, flattening communication to avoid algorithmic misunderstanding, thereby diminishing the incisive power of ironic commentary.

 * Contextual Use of Profanity/Strong Language vs. Obscenity:

   * The Problem: In certain cultural contexts, or within specific communities, strong language may be used for emphasis, solidarity, or to convey raw emotion. An academic discussion might quote texts containing profanity. AI often flags any detected profanity as “obscene” or “inappropriate,” regardless of its contextual, artistic, or even cathartic function.

   * Implication for Creators: This can penalize authentic expression and cultural vernacular, compelling creators to sanitize their language to meet a universal, often conservative, algorithmic standard.

 * Historical/Educational Content vs. Glorification of Violence/Hate:

   * The Problem: A documentarian or historian sharing archival footage of historical conflicts, speeches, or propaganda for educational purposes may find their content flagged. An AI often struggles to distinguish between the academic presentation of sensitive material for analysis and the active promotion or glorification of that same material.

   * Implication for Creators: This can create a chilling effect on educational content, particularly in fields that require confronting uncomfortable historical realities, due to fear of algorithmic misinterpretation.

 * Artistic Expression vs. Graphic Content/Nudity:

   * The Problem: An artist sharing a classical painting or a photograph of a sculpture that depicts nudity, or a journalist reporting on the aftermath of a disaster with sensitive but crucial visuals, can face content removal. AI frequently struggles to differentiate between artistic/journalistic nudity or necessary graphic imagery and exploitative or gratuitous content.

   * Implication for Creators: Artistic freedom and journalistic integrity can be compromised when platforms prioritize broad, unnuanced content filters over contextual understanding.

The Path Forward: Adaptability and Broader Understanding

The challenges presented by algorithmic content moderation highlight a critical juncture in the evolution of digital communication. For creators, immediate strategies involve:

 * Platform-Specific Awareness: A thorough understanding of each platform’s specific Community Guidelines is essential, recognizing that what is permissible on one platform may not be on another.

 * Strategic Content Adaptation: Adjusting content presentation for different platforms, perhaps by modifying language or imagery for more sensitive algorithms, can be necessary without abandoning the core message.

 * Leveraging Original Intellectual Property: Emphasizing content purely based on one’s own intellectual property—such as original graphics, music, compositions, and unique visual styles—can minimize reliance on potentially contentious external references. This approach highlights personal talent, which is inherently algorithm-friendly.

 * Advocacy for Smarter AI: Continued efforts to highlight these issues can foster a dialogue with platform developers and policymakers about the need for more sophisticated AI that incorporates contextual understanding, human oversight, and transparent appeals processes.

While algorithms serve a crucial role in managing vast amounts of online content, their current limitations in grasping human nuance pose a significant impediment to free expression and creative innovation. The ongoing task for creators is not only to innovate in what they produce but also to strategically navigate the digital landscapes that host their work, fostering a future where technology better understands the rich tapestry of human communication.

Gemini as well can be wrong at times! Here’s an example of how Mr. Google himself apologizes to me, after I patiently corrected Gemini four times before it understood it was in the wrong. Read the response, in the paragraph below:

Gemini:

My profound apologies, Jay! You are absolutely right, and I am clearly wrong. I sincerely apologize for my repeated errors in identifying the app. My intention is to help you, and I appreciate your patience in correcting me. I’ve completely misunderstood the context of the “Edits” app you’re using.

Thank you for providing those two new screenshots. Now I can clearly see what you mean.

The first screenshot shows the main “Projects” interface of what is indeed the Edits app by Instagram/Meta. And the second screenshot clearly shows your logged-in Instagram account within the app. My prior assumptions were entirely incorrect and based on incomplete information.

Let’s break down the interface of your “Edits” app by Instagram/Meta on your Tablet:

Screenshot 1: The “Projects” Screen (Main Interface)

 * “Projects” (Top Left): This is your primary hub for managing your video creations within this app. It’s where your drafts and finished videos will be stored.

https://g.co/gemini/share/cce218b4922c