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[ABC7 News @abc7newsbayarea]

Target is apologizing for selling a children's Halloween costume that some described as reminiscent of racist minstrel caricatures.

"An apology from us: We pulled an offensive Halloween costume that should never have been part of our assortment," Target said in a statement posted on its website and social media pages late Monday. "It is no longer for sale." https://t.co/jwqaPfM7A1

[Dr. Allison Wiltz @queenie4rmnola]

The body of Robert Elliot, a Black man was found burned, wrapped in a tarp in Greenville, Mississippi. Can’t say this was suicide 💔

https://t.co/VksaenlUYq

[Kevin W. @Brink_Thinker]

Dude sacrifices his car to save another driver who passes out.

[الجوهرة @G5II11]

في محطة كانجنام بكوريا، حاولت امرأة إنهاء حياتها بالقفز من الطابق العشرين… لكن في اللحظة الأخيرة أمسكها رجل من شعرها وسحبها إلى الأعلى، وأنقذ حياتها!

[Amir Ansari @AamirAnsar94694]

AI is not one technology.

It’s an entire ecosystem.

And the deeper you go, the more you realize that ChatGPT or Claude is only one layer of a much bigger stack.

At the foundation, you have:

→ Machine learning
→ Neural networks
→ Transformers
→ Computer vision
→ Large language models

Then comes the infrastructure that makes these models useful:

→ Data & knowledge systems
→ Fine-tuning
→ Prompt engineering
→ RAG
→ Knowledge graphs
→ Model serving & inference

But that’s still not the end.

The next layer is where AI starts doing things:

→ AI agents
→ Tool orchestration
→ Multi-agent systems
→ Autonomous execution
→ Memory systems
→ Self-reflection & error recovery

And then AI moves into real-world applications:

→ AI copilots
→ Personalization
→ Content generation
→ Code generation
→ Voice & video
→ Business automation

But there’s one part that becomes more important as AI gets more autonomous:

Trust.

Security.
Privacy.
Bias & fairness.
Explainability.
Human oversight.
Risk management.
Governance.
Compliance.

Because building a powerful AI system is only half the problem.

The bigger challenge is building one that people can trust, control and deploy safely.

That’s why the future of AI isn’t just about better models.

It’s about the entire ecosystem working together.

Models + Data + Infrastructure + Agents + Applications + Governance.

Most people are focused on the model.

The real opportunities may be hiding in everything around it.

Save this AI ecosystem map. It’s worth revisiting as the industry evolves.

Follow @AamirAnsar94694 for more practical AI, tech & business insights.

#AI #ArtificialIntelligence #GenerativeAI #AIAgents #MachineLearning #LLM #AIEngineering #FutureOfAI

[Tariq Nasheed 🇺🇸 @tariqnasheed]

Ya'll remember officer Sean Grayson, the suspected white supremacist cop who murdered our FBA sista Sonya Massey?

Well he just DIED in prison today ✊🏿
https://t.co/NtXpYcOUqf

[Dr. Heavenly Kimes @Dr_Heavenly]

Nolan Wells 7/4/2026 Mississippi
Tasia Fortune 8/3/2026 Mississippi
Juliana Nzita 5/8/2026 North Carolina
Kohen Wiley 6/14/2026 Mississippi
Rasheem Carter 10/2/2022 Mississippi
Justice Kai James 6/21/26 Georgia
Cedric Tahuye 6/6/2026 North Carolina
Khloe McDonel 7/20/26 Mississippi
Angel Dense Brown missing Mississippi
TJ Davis 8/29/2021 Minnesota
Kendrick Johnson 1/10/2013 Georgia
Justin Davis 8/9/2026 Mississippi
Trey Reed 9/15/2025 Mississippi

[Karen Attiah @KarenAttiah]

BREAKING:

The Washington Post fired me last year for speaking the truth after Charlie Kirk's killing. I fought back.

I'm happy to announce: I won my case against the Washington Post.

They have been ordered to reinstate me immediately. ✊🏾

https://t.co/TISoTvFFO9

[Science girl @sciencegirl]

There is a cave in Brazil called Lagoa Misteriosa, famous for its crystal-clear blue waters and incredible depth

[rolandsmartin @rolandsmartin]

Gary, Indiana needs help. Storms left residents, especially seniors, without power. https://t.co/reyvvOqfnh #RolandMartinUnfiltered #BlackStarNetwork #GaryIndiana #CommunitySupport #StormRecovery #MutualAid #DisasterRelief #Indiana #HelpNeeded #ElderlyCare

[Wonder Peters @PetersWonderboy]

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[Marco Foster @MarcoFoster_]

Jennifer Welch: “Anybody who watches Fox News willingly is signing up to turn on the television and say: lie to me. I’m an idiot, lie to me. I want lies. Gaslight me and lie to me. How stupid are the Fox News viewers?”

[CNN Politics @CNNPolitics]

The US Navy is working to rename an aircraft carrier under construction that was set to honor a Black sailor hailed for his heroic actions during the attack on Pearl Harbor, and there have been internal conversations about renaming it to honor President Donald Trump, sources say.

The Navy is looking instead to rename another warship after Doris Miller, according to one of the sources, and is recommending him for the Medal of Honor, the highest decoration for military valor. https://t.co/AdmEwMJyYd

[Jvnior @Jvnior]

🚨🇮🇱 BREAKING: Israel airport has been permanently shut down by the employees

This is a collapsing nation. Mark my words.

[NBC News @NBCNews]

A former engineering director at Meta Platforms testifies that CEO Mark Zuckerberg fostered a culture that treated child safety as secondary to growth and engagement on Facebook and Instagram. https://t.co/3KlCle1kqU

[Mario Nawfal @MarioNawfal]

🇺🇸 America may be the wealthiest country on earth, but some of the food won't make you feel like it 😂

Writer: Samuel
https://t.co/cbQMsfrMTm

[ABC News @ABC]

A New York woman vanished visiting a friend in Las Vegas. Her family said the only activity on her phone since then has them fearing the worst.

[AJ+ @ajplus]

The Colombian earthquake struck the country’s poorest – and most Afro-Colombian – department. Survivors in remote Chocó have suffered from decades of govt neglect and are still waiting for help.

[zerohedge @zerohedge]

"Doom Loop" Engaged: US Debt Hits $40 Trillion As Treasury Enters The Endgame https://t.co/rW2rgjJ32U

[Ro Khanna @RoKhanna]

Black bodies hanging from trees have a very specific and brutal meaning in American history. The recent unexplained deaths must be thoroughly investigated.