4…3…2 fcking busy 🍯

UNC alum, pop culture expert, history nerd, Audrey Hepburn & Beyoncé stan. Actress & screenwriter. 1/2 of @TEWWTVPodcast

[4…3…2 fcking busy 🍯 @HotToddy19]

Why do they have Dr. Viviana dressed like Disney’s Pocahontas this season…? #MAFS

[k a r y. @itsKARY_]

They’re still popping fireworks in my neighborhood 😓

[k a r y. @itsKARY_]

Me acting as if I haven’t had this song in my music library for over 10 years

[4…3…2 fcking busy 🍯 @HotToddy19]

Damn, that was a fantastic game. Thought #CapeVerde might pull the win out 😩

[𝚊𝚊𝚊𝚊 @talktostxrs]

today is july 1st and that’s my excuse to post this masterpiece

[BET @BET]

The post says it all... 🤎✨ Nothing but brown sugar on the #BETAwards Ivory Carpet.

[NaomiOsaka大坂なおみ @naomiosaka]

Silly rabbit ⚔️

[4…3…2 fcking busy 🍯 @HotToddy19]

Me leaving DC 🙂‍↕️😩🙌🏾

[Me @KirkWrites79]

I can get Waffle House and Bojangles anytime I want now.

[Domquixote🦩🏴‍☠️ @Nick_inyamouth]

No tf I do not!!!!!!

[AFRICAN & BLACK HISTORY @AfricanArchives]

The 20th century produced a generation of African leaders who challenged colonialism, apartheid, economic dependency, and foreign influence in their countries. Many paid a heavy price for their political beliefs and activism.

Among the figures are Patrice Lumumba of the Congo, Thomas Sankara of Burkina Faso, Steve Biko of South Africa, Amílcar Cabral of Guinea-Bissau and Cape Verde, Samora Machel of Mozambique, and Muammar Gaddafi of Libya. Although their political ideologies, goals, and methods differed, each became a symbol of resistance and self-determination for many people across Africa and the Global South.

Patrice Lumumba became the first Prime Minister of the independent Congo in 1960 and advocated for genuine political and economic sovereignty. Thomas Sankara introduced ambitious reforms aimed at reducing poverty, increasing literacy, and promoting women's rights in Burkina Faso. Steve Biko played a major role in South Africa's Black Consciousness Movement, encouraging Black South Africans to reject the psychological effects of apartheid. Amílcar Cabral helped lead the struggle against Portuguese colonial rule, while Samora Machel became Mozambique's first president after independence. Muammar Gaddafi remains one of the most debated figures in modern African history, praised by some for his pan-African vision and criticized by others for his authoritarian rule.

[TJ Manotoc @tjmanotoc]

I started dying when I saw how many goalies the kiddos had 😂

But this is brilliant!

3 Japanese National Team players vs 100 elementary school kids!

So fun!

[Red Media @RedMedia_us]

Rosalia says America is lucky to have Beyoncé during her show in Houston tonight❤️:

"And I have to say, you’re so lucky because Beyoncé is from here. And we love Bey. She is incredible, she is a creative force. She is a legend, and we all learn so much from her. She is such a powerful creative force, I’ve been inspired by her for many years."

[namoradinha @gaactos]

Everything is love

[Killa 🌺 @KillaKreww]

Jenifer Lewis got emotional and teared up while talking to Keke Palmer about her friendship with the late Whitney Houston, recalling how Whitney shut her down when she tried to get her help for her drug addiction and reflecting on the time she played her mother in “The Preacher’s Wife” 💔😢👀

“I miss her every f-cking day.. her voice was the 8th wonder of the world, and there was only 7 wonders back then.. she was just beautiful.” ❤️

[Nav Toor @heynavtoor]

A student submitted an essay she wrote by hand. Her university ran it through an AI detector. The detector said she cheated. She is autistic.

Her name is Moira Olmsted. Adelphi University. February 2026. Turnitin flagged her essay as 100% AI-generated. She was disciplined.

Two other AI detectors classified the same essay as human-written.

She sued. She won. The court called the school's decision "arbitrary and capricious."

She is not the only one.

In May 2026, a high school student in Palo Alto was expelled after an AI detector flagged his work. He faced visa revocation. He filed a federal civil rights lawsuit.

A researcher at Griffith University just proved mathematically why this keeps happening. The paper is on arXiv. The finding is one sentence.

AI text detectors have a structural flaw that no amount of better engineering can fix.

Here is what the math says.

If a university wants its detector to catch 80% of cheaters, at least 750 out of every 10,000 innocent students will be wrongly accused. That is not a software problem. It is a theorem.

If the university tries to limit false accusations to 1%, detection power collapses to 6%. It catches 6 out of every 100 AI-written papers. The other 94 get through.

There is no setting where the detector is both fair and effective.

The reason is diversity. Every student writes differently. Non-native English speakers use simpler vocabulary. Shorter sentences. Clearer structures. So does AI. A Stanford study found that 61.3% of TOEFL essays written by non-native English speakers were misclassified as AI-generated. A separate analysis tested 14 commercial detection tools. Zero out of 14 reached 80% accuracy.

The students most likely to be wrongly accused are non-native English speakers, neurodivergent students, and anyone who writes with clarity and precision. The qualities that make their writing effective are the same qualities the detector mistakes for a machine.

Vanderbilt University understood this. They disabled Turnitin's AI detection in 2023 after calculating that even a 1% error rate across 75,000 submissions would produce 750 wrongful accusations per year.

750 students accused of cheating for writing like themselves.

The paper's conclusion is not that we need better detectors. It is that the diversity of human writing itself makes accurate detection mathematically impossible.

The same thing that makes your writing yours is the thing that gets you accused.

https://t.co/L91ldtXP05

[MY NAME IS MY NAME 🇺🇸🪮 @ctreid89]

It’s a reason for everything

[Missy Elliott @MissyElliott]

This was my sophomore album and the most stressful one because my 1st album did so well I was trying to do better than that album & it had me stressed so I didn’t appreciate it like I do NOW because listening back this album was a THEATRICAL MASTERPIECE🤌🏾 27 years ago

[Mayor Zohran Kwame Mamdani @NYCMayor]

On June 19, 1865, African American communities in Galveston, Texas, finally learned of their freedom from slavery — two and a half years after the Emancipation Proclamation took effect.

For 161 years, Juneteenth has been a day of remembrance for the freedom that was delayed. It is also a celebration of the joy and resilience that flourished despite that delay.

The contributions of African Americans, whose struggle for freedom shaped our nation, are immeasurable. Yet too many Black families continue to bear the brunt of an affordability crisis that has pushed them out of the neighborhoods and communities they've built.

True freedom has a tangible impact on daily life: the ability to afford housing, earn a living wage, put food on the table, support a family, and create a future for generations to come.

As we celebrate today, we must recommit ourselves to ensuring this freedom is fully realized.

Happy Juneteenth, New York City.

[Halle Berry @halleberry]

happy pride 💋

[4…3…2 fcking busy 🍯 @HotToddy19]

Yesssss 👏🏾👏🏾👏🏾

[Wimbledon @Wimbledon]

Back together, at Wimbledon 💚💜

Serena and Venus Williams will compete in the Ladies’ Doubles at The Championships 2026