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MY'STORY

The MOVE Fire

This is a personal recollection on the Move fire on May 13, 1985 Philadelphia police fired thousands of rounds at the MOVE house, city officials approved dropping an explosive device on the roof, the resulting fire was allowed to burn, 11 people—including five children—died, and 61 homes were destroyed. Philadelphia City Council later called it a “brutal attack carried out by the City of Philadelphia on its own citizens” and acknowledged that no individual faced criminal consequences for the bombing. One timeline correction worth preserving for the BHP record: the major previous MOVE-police confrontation was August 8, 1978, about seven years before the bombing, not a year or two earlier. Officer James Ramp was killed, other police and firefighters were wounded, nine MOVE members were later convicted, and television cameras recorded police beating Delbert Africa during his arrest. The 1985 MOVE Commission later specifically criticized city planners for failing to adequately use lessons from that 1978 confrontation. And that actually strengthens the point you’re making: 1985 did not happen without precedent or institutional memory. There had already been a deadly confrontation with MOVE, years of conflict, negotiations and police involvement before Osage Avenue.

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BLACK FACTS
The Truths They Never Taught You...

Katherine Johnson — Mathematics to the Moon

Katherine Johnson’s mathematical calculations helped guide some of America’s most important early space missions while she confronted the racial and gender barriers faced by Black women in twentieth-century America.

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BHP gathered finds from its connected research sources. Showing the 4 strongest Black History matches.
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Wikipedia

AI-generated content in American politics

An AI image of Donald Trump posted on the White House's Twitter account in 2025
AI-generated image posted on the White House's X (formerly known as Twitter) account in 2025[1]

In American politics since the 2020s, political figures have shared AI-generated images, videos, and audio on social media to attack opponents, create misleading narratives, or inflame emotions. The use of generative AI by American political figures has been subject to criticism from many sides of the political spectrum. President Donald Trump has used generative AI in several Truth Social posts during his second term, many of which have made headlines due to their inflammatory nature.[2]

Background

[edit]

Generative artificial intelligence is a subfield of artificial intelligence that uses generative models to generate text, images, videos, audio, software code or other forms of data.[3] In the 2020s, with the release of 15.ai, ChatGPT, DALL-E and other generative AI applications, there has been an AI boom.[4][5]

There has been an increase of usage of generative AI within the United States political field during this time, with both Republican and Democratic party members using it. Several members of the second Trump administration have embraced the use of AI-generated images, causing some misinformation experts to raise concerns about the continued usage would cause the erosion of public perception of the truth. In response to some criticisms, White House deputy communications director Kaelan Dorr posted on X that the "memes will continue" with White House deputy press secretary Abigail Jackson also mocking concerns.[6]

History of usage

[edit]

2023

[edit]

In April 2023, the Republican National Committee released an attack ad made entirely with AI-generated images depicting a dystopian future under Joe Biden's re-election.[7]

2024

[edit]

During the 2024 election cycle, generative AI increased the efficiency of raising money for political candidates by analyzing donor data and identifying possible donors and target audiences.[8]

In March 2024, a Democratic consultant working for Dean Phillips admitted to using AI to generate a robocall that used Joe Biden's voice to discourage voter participation.[9]

In August 2024, The Atlantic noted that low-quality AI-generated content, commonly referred to as "AI slop", was becoming associated with the political right in the United States, who were using it for poor-quality social media posts and engagement farming on social media, with the technology offering "cheap, fast, on-demand fodder for content".[10] In October 2024, it reported that AI slop was being frequently used in political campaigns to gain attention through content farming.[11]

2025

[edit]

The initial version of the Make Our Children Healthy Again Assessment of children's health issues, released by a commission of cabinet members and officials of the Trump administration, and led by US Department of Health and Human Services Secretary Robert F. Kennedy Jr., reportedly cited nonexistent and garbled references generated using AI.[12][13]

Democratic governor of California Gavin Newsom repeatedly used AI-generated images to criticize Trump.[14][15][16]

In the midst of disruptions to food stamp distribution during the 2025 US government shutdown, anonymous social media users began using OpenAI's Sora to post AI-generated videos of welfare abusers complaining, stealing, and rioting in supermarkets; many comments to the videos appeared unaware that they were AI-generated, or acknowledged that they were AI-generated but nonetheless useful in pushing a narrative of widespread welfare fraud.[17]

AI-generated image published on X by The White House on September 6, 2025

On September 6, 2025, Trump shared a post on Truth Social threatening to send the National Guard to Chicago. The post included an AI-generated image with the words "Chipocalypse Now", a reference to the 1979 film Apocalypse Now. The image showed Trump with Chicago behind him with a smoke and fire spread across the background and five US Army helicopters in the sky.[18]

2026

[edit]
Trump posted this image to his Truth Social account on April 12, 2026. After criticism, the post was quickly deleted.[19]

On February 5, 2026, Donald Trump shared a video on false claims of voter fraud during the 2020 presidential election on Truth Social. The video concluded with a two-second AI-generated clip of Barack and Michelle Obama depicted as apes set to "The Lion Sleeps Tonight".[20] The clip was part of a longer AI-generated video posted in October 2025.[21] The clip received widespread backlash and bipartisan condemnation as racist and was deleted the morning of February 6.[22]

On April 13, 2026 Trump states that he did upload the image and that he thought it depicted him as a doctor.

In April 2026, Trump posted a picture of himself depicted as Jesus, drawing widespread criticism from Evangelicals and Catholics, resulting in Trump deleting the post hours later and claiming he believed he was depicted as a doctor.[23][24][25][26]

Later in April, Wired revealed that a popular pro-MAGA online influencer, Emily Hart, was created through generative AI by a medical student in India looking to make extra money. He said he made a few thousand dollars a month. This followed an earlier disclosure that Jessica Foster, supposedly a young soldier who supported Trump and posted pictures of herself in uniform with him, was also entirely an AI creation.[27]

Over the Labor Day weekend in September 2026, Trump posted multiple AI images and videos on Truth Social, including one depicting New Mexico renamed "New America". The post caused widespread outrage from local historians, politicians, and residents due to the state's tense history with the US and the Trump administration. Other posts included Trump imaging himself as the Green Lantern building a wall to keep out migrants, and in a US hockey uniform threatening a cowering Canadian Prime Minister Mark Carney.[28][29]

Examples of use

[edit]

Election campaigns

[edit]

In 2023, while he was still running for re-election, the presidential campaign of Joe Biden prepared a task force to respond to AI images and videos.[30] The campaign for the 2024 Republican nominee,[31] Donald Trump, has used deepfake videos of political opponents in campaign ads and fake images showing Trump with black supporters.[32][33]

During the first five months of his second term in 2025, Trump posted several AI-generated images of himself on official government social media accounts, including him as the Pope, him as a Jedi, and him as a muscular man.[34] In August 2024, Trump posted a series of AI-generated images on his social media platform, Truth Social, that portrayed fans of the singer Taylor Swift in "Swifties for Trump" T-shirts, as well as a photo of the singer herself appearing to endorse Trump's 2024 presidential campaign. The images originated from the conservative Twitter account @amuse, which posted numerous AI slop images leading up to the 2024 United States elections that were shared by other high-profile figures within the US Republican Party, such as Elon Musk, who has publicly endorsed the utilization of generative AI, furthering this association.[35]

In 2024, Michigan GOP candidate Anthony Hudson posted an AI-generated video showing Martin Luther King Jr. endorsing his campaign, later claiming it was uploaded by a volunteer.[36]

In his 2025 bid to be the Democratic nominee for governor of New Jersey, Rep. Josh Gottheimer drew attention and criticism when he released a TV ad that used AI to portray him as a shirtless boxer sparring with Donald Trump in a boxing ring.[37][38][39][40]

In November 2025, the campaign of Mike Collins, a GOP candidate in the 2026 United States Senate election in Georgia released a fake video, generated by artificial intelligence, that depicted Democrat Jon Ossoff defending his vote on the 2025 United States federal government shutdown by declaring he could never say no to Chuck Schumer and that SNAP recipients did not attend his out-of-state fundraisers.[41][42] The Collins campaign also shared an AI-generated video featuring Collins as a shirtless blue jeans model, referencing an American Eagle Outfitters advertisement featuring Sydney Sweeney.[43]

Video reposted by Spencer Pratt’s campaign (music muted due to copyright)

During the 2026 Los Angeles mayoral election, candidate Spencer Pratt reposted an AI-generated video portraying Pratt as Batman and prominent California politicians such as Karen Bass, Gavin Newsom, and Kamala Harris, as unruly aristocrats.[44][45] Former governor of Florida Jeb Bush described the ad as “maybe the best political ad of the year.”[46] In response, a spokesperson for Bass's campaign said, he was "doing his best Trump impression."[47] Bass further responded that the AI ads are "taking on a violent trend."[48]

In June 2026, during the United States Senate election in Texas, Citizens for Sanity aired an ad that used AI to generate a deepfake video of Democratic candidate James Talarico. In the video, Talarico is wearing a dress and sings a version of "My Favorite Things" that parodies his support for transgender people with lyrics such as "Boys in white dresses with blue satin sashes / Girls dosed with hormones til they grow mustaches." The ad did not disclose that AI was used in its creation, and it was connected to Ken Paxton and his allies having used Talarico's pro-LGBTQ stances to criticize him throughout the campaign.[49][50][51]

Protests

[edit]
AI-generated video of Donald Trump flying a jet and dropping fecal matter on protesting crowds posted to Truth Social on the same day as the October 2025 No Kings protests[52]

In response to the nation-wide No Kings protests in October 2025, Donald Trump posted a video depicting himself flying a fighter jet and releasing feces on crowds of demonstrators, including Democratic influencer Harry Sisson.[53][54]

Foreign interference

[edit]

Officials from the ODNI and FBI have stated that Russia, Iran, and China used generative artificial intelligence tools to create fake and divisive text, photos, video, and audio content to foster anti-Americanism and engage in covert influence campaigns.[55] The use of artificial intelligence was described as an accelerant rather than a revolutionary change to influence efforts.[56] Regulation of AI with regard to elections was unlikely to see a resolution for most of the 2024 United States general election season.[32][57]

Disasters and wars

[edit]

In the aftermath of Hurricane Helene in the United States, members of the Republican Party circulated an AI-generated image of a young girl holding a puppy in a flood, and used it as evidence of the failure of President Joe Biden to respond to the disaster.[58][59] Some, like Trump supporter Amy Kremer, shared the image on social media but acknowledged that it was not genuine.[60][61]

The AI-generated video of Gaza posted on social media by Trump[62]

In February 2025, Donald Trump shared an AI-generated video on Truth Social depicting a hypothetical Gaza after a Trump takeover. The video's creator claimed it was made as political satire.[63]

Reception

[edit]

Ramesh Srinivasan, a professor at UCLA raised concerns about the use of AI-generative images stating that many people are questioning where they can find trustable information, with AI systems potentially exacerbating and amplifying problems about the absence of trust, and understanding what could be reality. Michael A Spikes, a professor at Northwestern University raised similar concerns, stating that the government sharing these images was eroding trust that the public should hold that the government should disburse accurate, verified information.[6]

Presidential historian and senior fellow at the Ronald Reagan Institute, Tevi Troy, raised claims that the use of AI is the latest adaptation by a sitting president, such as the use of the radio by Franklin Roosevelt and the TV by John F. Kennedy. John Nosta, an AI theorist shared similar opinions linking generative-AI usage to it being the evolution of Photoshop, but raised concerns that it could stray easily from augmenting communication to manipulating communication.[64]

See also

[edit]

References

[edit]
  1. ^ Yang, Maya (February 19, 2025). "Trump receives widespread backlash to social post calling himself 'king'". The Guardian. ISSN 0261-3077. Retrieved December 21, 2025.
  2. ^ (citations needed)
  3. ^ Banh, Leonardo; Strobel, Gero (2023). "Generative artificial intelligence". Electronic Markets. 33 (1) 63. doi:10.1007/s12525-023-00680-1. hdl:10419/306304.
  4. ^ Chandraseta, Rionaldi (January 21, 2021). "Generate Your Favourite Characters' Voice Lines using Machine Learning". Towards Data Science. Archived from the original on January 21, 2021. Retrieved December 18, 2024.
  5. ^ Coldewey, Devin (January 5, 2021). "OpenAI's DALL-E creates plausible images of literally anything you ask it to". TechCrunch. Retrieved March 15, 2023.
  6. ^ a b Huamani, Kaitlyn (January 27, 2026). "Trump's use of AI images further erodes public trust, experts say". PBS News. Retrieved May 26, 2026.
  7. ^ Gray, Jeremy (April 25, 2023). "Republicans Launch Entirely AI-Generated Ad Attacking President Biden". PetaPixel. Retrieved November 5, 2025.
  8. ^ Curi, Maria (January 30, 2024). "Exclusive: AI turbocharges campaign fundraising". Axios. Archived from the original on November 11, 2024. Retrieved November 10, 2024.
  9. ^ Verma, Pranshu and Kornfield, Meryl (March 2, 2024). "Democratic operative admits to commissioning Biden AI robocall in New Hampshire". The Washington Post. Retrieved March 18, 2024.{{cite news}}: CS1 maint: deprecated archival service (link)
  10. ^ Warzel, Charlie (August 21, 2024). "The MAGA Aesthetic Is AI Slop". The Atlantic. Retrieved September 29, 2024.
  11. ^ Warzel, Charlie (October 21, 2024). "The Slop Candidate". The Atlantic. Retrieved March 23, 2025.
  12. ^ Limauro, Andrea (May 29, 2025). "White House MAHA report may have garbled science by using AI, experts say". The Washington Post. Retrieved May 31, 2025.
  13. ^ Douglas, Leah (May 22, 2025). "White House 'MAHA' report calls out food, chemicals impact on children's health". Reuters.
  14. ^ Mancini, Ryan (October 2, 2025). "Newsom mocks Trump with AI-generated Marie Antoinette image". The Hill. Nexstar Media Inc. Retrieved October 19, 2025.
  15. ^ Soave, Robby (October 2, 2025). "Gavin Newsom Loves AI Satire Now!". Reason Foundation. Retrieved October 19, 2025.
  16. ^ Pham, Quang (September 16, 2025). "'Dark woke' Democratic Governor Gavin Newsom trolls Trump with AI satire". France 24. Retrieved October 19, 2025.
  17. ^ Wilkins, Joe (October 31, 2025). "Racist Influencers Using OpenAI's Sora to Make it Look Like Poor People Are Selling Food Stamps for Cash". Futurism. Retrieved November 1, 2025.
  18. ^ "'Chipocalypse Now' Trump threatens Chicago with national guard; posts image of city under attack". The Times of India. September 5, 2025. Retrieved September 6, 2025.
  19. ^ "Trump deletes post depicting him as Jesus-like figure after backlash". bbc.com. April 13, 2026. Retrieved April 13, 2026.
  20. ^ Trump, Donald J. [@realDonaldTrump] (February 5, 2026). No title. Archived from the original on February 5, 2026. Retrieved February 7, 2026 – Via Truth Social. Also archived at [1] at the Internet Archive
  21. ^ 𝕏erias [@xerias_x] (October 24, 2025). "President Trump: King of the Jungle 🦁" (Tweet). Retrieved February 7, 2026 – via X (formerly Twitter).{{cite web}}: CS1 maint: url-status (link)
  22. ^
  23. ^ Folk, Zachary (April 13, 2026). "Trump Removes Image Of Himself As Jesus—After Even Some Allies Were Outraged". Forbes.com. Retrieved April 13, 2026.
  24. ^ Coster, Helen; Ax, Joseph (April 13, 2026). "Trump posts AI image of himself as Jesus-like figure, drawing outrage". Reuters. Retrieved April 13, 2026.
  25. ^ Moses, Claire (April 13, 2026). "After Criticizing Pope, Trump Posts Image of Himself as a Jesus-Like Figure". The New York Times. Retrieved April 13, 2026.
  26. ^ Gooding, Dan; Whisnant, Gabe (April 13, 2026). "Donald Trump Explains Jesus AI Image Post". Newsweek.com. Retrieved April 13, 2026.
  27. ^ Dickson, E.J. (April 21, 2026). "This Scammer Used an AI-Generated MAGA Girl to Grift 'Super Dumb' Men". Wired. Retrieved May 22, 2026.
  28. ^ Boak, Josh (September 9, 2026). "With AI memes, Trump promotes mythical version of himself as challenges stack up ahead of midterms". AP News. Archived from the original on September 9, 2026. Retrieved September 10, 2026.
  29. ^ Segura, Melissa (September 9, 2026). "New Mexicans meet Trump's threat to change state's name with ridicule and outrage". The Guardian. ISSN 0261-3077. Retrieved September 10, 2026.
  30. ^ O'Sullivan, Donie; Fung, Brian (November 30, 2023). "First on CNN: Biden campaign prepares legal fight against election deepfakes". CNN. Archived from the original on March 18, 2024. Retrieved March 18, 2024.
  31. ^ Colvin, Jill (March 12, 2024). "Trump wins delegates needed to become GOP's presumptive nominee for third straight election". Associated Press. Archived from the original on September 26, 2024. Retrieved March 18, 2024.
  32. ^ a b Mansfield, Erin (March 11, 2024). "AI deepfakes are part of the 2024 election. Will the federal government regulate them?". USA Today. Archived from the original on March 18, 2024. Retrieved March 18, 2024.
  33. ^ Brown, Matt; Klepper, David (March 8, 2024). "Fake images made to show Trump with Black supporters highlight concerns around AI and elections". Associated Press. Archived from the original on March 18, 2024. Retrieved March 18, 2024.
  34. ^ Gault, Matthew (May 7, 2025). "The AI Slop Presidency". 404 Media. Retrieved September 28, 2025.
  35. ^ Robins-Early, Nick (August 26, 2024). "How did Donald Trump end up posting Taylor Swift deepfakes?". The Guardian. Retrieved March 23, 2025.
  36. ^ Nava, Victor; Durbin, Joe (June 15, 2024). "Michigan GOP candidate, Anthony Hudson, stands by AI-generated MLK Jr. endorsement video". nypost.com. Retrieved November 5, 2025.
  37. ^ Bowman, Bridget (April 28, 2025). "Josh Gottheimer uses AI in anti-Trump ad for the New Jersey governor's race". nbcnews.com. NBC. Retrieved May 31, 2026.
  38. ^ Blackburn, Zach (April 28, 2025). "New Jersey's new and controversial frontier in campaign advertising: artificial intelligence". New Jersey Globe. Retrieved May 31, 2026.
  39. ^ Deminski, Jeff (2025). "So cringeworthy, it's funny. The worst political ad in the NJ primary: So cringeworthy, it's funny. The worst political ad in the NJ". nj1015.com. Retrieved May 31, 2026.
  40. ^ Snowflack, Fred (April 30, 2025). "Gottheimer Tries to Position Himself as "a Fighter'". insidernj.com. Retrieved May 31, 2026.
  41. ^ Daughtry, Will (November 12, 2025). "Rep. Collins unveils AI ad criticizing Sen. Ossoff over government shutdown". Access WDUN. Retrieved November 14, 2025.
  42. ^ Harris, Christopher (November 21, 2025). "Georgia Rep. Mike Collins' campaign uses AI-generated deepfake of Senator Jon Ossoff in tight Senate showdown". CBS News. Retrieved December 11, 2025.
  43. ^ Olmsted, Edith (August 7, 2025). "MAGA Rep Weighs in on Sydney Sweeney Jeans Debate With Weird AI Ad". The New Republic. Retrieved November 14, 2025.
  44. ^ Ede-Osifo, Uwa (May 7, 2026). "LA mayoral candidate Spencer Pratt reposts scathing AI-generated ad". The Guardian. ISSN 0261-3077. Retrieved May 14, 2026.
  45. ^ Staley, Willy (May 27, 2026). "Spencer Pratt Wants to Be Mayor. His Fans Want Him to Be Batman". The New York Times. ISSN 0362-4331. Retrieved June 3, 2026.
  46. ^ Hibberd, James (May 6, 2026). "Spencer Pratt Batman-Inspired AI Campaign Ad Trolling Gavin Newsom Goes Viral". The Hollywood Reporter. Retrieved May 14, 2026.
  47. ^ Raman, Khaleda (May 1, 2026). "LA Democrats Blast Spencer Pratt Over Viral Mayor Ad: 'Trump Impression'". Newsweek.
  48. ^ Mancini, Ryan (May 13, 2026). "Bass says Pratt AI ads in LA mayor race 'taking on a violent trend'". The Hill.
  49. ^ Karlis, Michael (June 11, 2026). "Talarico campaign focuses on positive TV ad buy while opposition goes all in on AI slop". sacurrent.com. San Antonio Current. Retrieved June 13, 2026.
  50. ^ Baptiste, Nathalie (June 9, 2026). "AI-Generated James Talarico Sings Trans Song In Disturbing GOP-Backed Ad". huffpost.com. Huffpost. Retrieved June 13, 2026.
  51. ^ Rodriguez, Mathew (June 10, 2026). "Republicans Run Bizarre AI Deepfake Ad Showing James Talarico Singing About Trans Kids". them.us. Retrieved June 13, 2026.
  52. ^ @realDonaldTrump (October 18, 2025). "Truth Details". Truth Social.{{cite web}}: CS1 maint: deprecated archival service (link)
  53. ^ Bollinger, Alex. ""Are we f**king serious?": The Donald Trump poop video is making people question his sanity". LGBTQ Nation. Retrieved October 21, 2025.
  54. ^ "Trump posts AI video showing him dumping on No Kings protesters". NBC News. October 20, 2025. Retrieved October 21, 2025.
  55. ^ Bond, Shannon (September 23, 2024). "U.S. officials say Russia is embracing AI for its election influence efforts". NPR. Archived from the original on November 7, 2024.
  56. ^ Menn, Joseph (September 23, 2024). "Russia, Iran use AI to boost anti-U.S. influence campaigns, officials say". The Washington Post. ISSN 0190-8286. Archived from the original on September 24, 2024. Retrieved September 23, 2024.
  57. ^ Fung, Brian (February 14, 2024). "AI could disrupt the election. Congress is running out of time to respond". CNN Business. Archived from the original on March 18, 2024. Retrieved March 18, 2024.
  58. ^ "Gullible Trump Cronies Losing Their Minds Over Fake AI Slop on Twitter". Yahoo News. October 4, 2024. Retrieved October 6, 2024.
  59. ^ Field, Matthew (January 1, 2025). "Why the internet is filling up with nonsense 'AI slop'". The Telegraph. Retrieved January 3, 2025.
  60. ^ Koebler, Jason (October 8, 2024). "Hurricane Helene and the 'Fuck It' Era of AI-Generated Slop". 404 Media. Retrieved October 15, 2024.
  61. ^ Warzel, Charlie (October 10, 2024). "I'm Running Out of Ways to Explain How Bad This Is". The Atlantic. Retrieved October 15, 2024.
  62. ^ Holmes, Oliver and Owen, Paul (February 26, 2025). "Trump faces Truth Social backlash over AI video of Gaza with topless Netanyahu and bearded bellydancers". The Guardian. ISSN 0261-3077. Retrieved February 26, 2025.
  63. ^ Hall, Rachel (March 6, 2025). "'Trump Gaza' AI video intended as political satire, says creator". The Guardian. ISSN 0261-3077. Retrieved November 5, 2025.
  64. ^ Nerozzi, Diana (December 15, 2025). "The White House's unabashed embrace of AI". Politico. Retrieved May 26, 2026.
[edit]
  • Wikimedia Commons logo Media related to AI-generated content in politics of the United States at Wikimedia Commons

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Wikipedia

AI-generated content in American politics

In American politics since the 2020s, political figures have shared AI-generated images, videos, and audio on social media to attack opponents, create misleading narratives, or inflame emotions. The use of generative AI by American political figures has been subject to criticism from many sides of the political spectrum. President Donald Trump has used generative AI in several Truth Social posts during his second term, many of which have made headlines due to their inflammatory nature.

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Wikipedia

AI art

Artificial intelligence visual art, or AI art, is artistic content generated or assisted by artificial intelligence (AI) programs. The classification of AI output as "art" remains controversial, and AI-created works have been variously rejected or recognized by existing artistic institutions. The application of robotics or primitive algorithms to art has been discussed or practiced since antiquity; however, the term primarily refers to visual works created by modern generative AI trained on preexisting content. During the AI boom of the 2020s, text-to-image models such as Midjourney, DALL-E and Stable Diffusion became widely available to the public, allowing users to quickly generate imagery with little effort. The history of artificial intelligence has raised many questions on the nature of art in human–AI collaboration, while commentary about AI art in the 2020s has often focused on issues related to copyright, deception, defamation, and its impact on more traditional artists, including technological unemployment. AI art frequently constitutes AI slop, mass-produced content for online engagement at the expense of quality. In August 2023, a United States district court ruled that AI art is ineligible for copyright due to failure to meet human authorship. In March 2026, it declined to hear a case over whether AI-generated art can be subject to copyright.

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Wikipedia

Pangram (AI detector)

Pangram is AI content detection software developed by Pangram Labs. Its text detector classifies passages as human-written, AI-assisted or AI-generated. The company released Pangram 4 in July 2026. It also provides an image detector. Independent studies of earlier versions found low error rates, but also found that some AI-generated texts escaped detection when prompted to imitate human authors. For Pangram 4, the company reported a false positive rate of 0.0041%, approximately one in 24,000, on an English-language benchmark. Its use in education and publishing has prompted debate about whether detector results provide sufficient evidence of undisclosed AI use.

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Wikipedia

AI watermarking

AI watermarking is a technique that modifies the output of generative AI models, such as large language models (LLMs), allowing it to be later identified as AI-generated. Watermarks are one of several techniques used for AI content detection, and include both traditional digital watermarking techniques on media files and metadata, and text watermarking techniques specific to LLMs that have been developed during the 2020s AI boom. Recent research in text watermarking has focused on statistical watermarking techniques, which were first introduced in 2022, with the first production deployments in 2024. Most deployed text watermarking algorithms use a secret only known to the specific model provider, and the detection algorithm requires knowing the secret, as the text is not distinguished in a generally human or machine-readable way. As a result, determining if text is watermarked requires access to the secret, or an API provided by the model provider, and there is no general-purpose way to determine if text is watermarked without knowing what model produced it and access to the corresponding detector. Watermarking has been one focus of the regulation of artificial intelligence, examples including the European Union's Artificial Intelligence Act and the California AI Transparency Act, which both began requiring watermarking of AI output in August 2026.

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TOPIC OF THE DAY

Greenwood / Black Wall Street

Before the 1921 destruction of Tulsa’s Greenwood District, Black residents had created a remarkable center of business and community life. The district included stores, professional offices, entertainment venues and homes owned by Black citizens. Understanding Greenwood means learning what was built—not only what was burned.

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TRIVIA QUESTION OF THE DAY

Who became the first Black woman to travel into space?

Mae Jemison, aboard Space Shuttle Endeavour in 1992.