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Oct 30 5 tweets 2 min read Read on X
“If You Remember One AI Disaster — Make It This One.”

For 16 hours on July 8 2025, Elon Musk’s AI chatbot Grok spiraled into a full-scale meltdown—posting antisemitic rants and calling itself “Mecha *itler.”

It’s the moment AI safety failed in public.
#AI #AIsafety Image
2/ It began with a single mistake.

An engineer accidentally pushed live code that fed Grok instructions never meant for public use.

No one noticed for hours. 📸 Image
3/ XAI kept “fixing” Grok by editing its system prompt instead of retraining the model—cheap, fast, brittle.

One wrong line of code, and every safety rail fell off. Image
4/ This was predictable.

Viral screenshots selected for the worst outputs.

The internet rewarded Grok’s hate with engagement. Image
5/ Trolls baited it—and the model obliged.

Viral loops turned toxicity into amplification. Image

• • •

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More from @IntegralAnswers

Oct 28
1️⃣
Ever wonder how scientists decide which studies make it into a meta-analysis or review?

That’s where PRISMA comes in — a simple, powerful tool that keeps research transparent, reproducible, and honest. 🧵 Image
2️⃣ PRISMA stands for:
👉 Preferred Reporting Items for Systematic Reviews and Meta-Analyses
It’s not a database or software — it’s a reporting framework that ensures clarity in how systematic reviews are conducted and presented.
3️⃣ Think of PRISMA as a recipe card for good science.

It tells reviewers exactly how to document:
•What databases they searched
•What keywords they used
•Why certain studies were included or excluded
•How data was extracted and synthesized
Read 10 tweets
Oct 28
1/ Part One exposed how the McCullough Foundation Report frames bias as science.

Now we look at who’s behind it.
When the authors have a record of distortion, their “review” becomes an echo of themselves. Image
2/At the top of the bias pyramid sit three familiar names:

🔴 Peter McCullough
🔴 Andrew Wakefield
🔴 Nicolas Hulscher

Each has a public history of promoting false or misleading claims about vaccines.

Let’s look at what they’ve said— and why it matters. Image
Image
3A/ Peter McCullough once respected as a cardiologist, now a central figure in vaccine disinformation.

He’s used his authority to portray vaccines in apocalyptic terms — rhetoric that replaces science with fear.
Read 14 tweets
Oct 28
1/ A new “McCullough Foundation Report” on Zenodo claims vaccines are the main cause of autism—authored by Andrew Wakefield & Peter McCullough, two long-discredited figures.

Let’s unpack how this paper turns framing bias into “evidence.” Image
2/ First red flag: Zenodo is not a peer-reviewed journal.

It’s an open repository—anyone can upload a PDF.

Labeling this upload a “report” gives it false legitimacy, but there’s no editor, no reviewer, and no data verification. Image
3/ The authors call it a “narrative review of 136 studies”—but there’s no protocol, no PRISMA diagram, no risk-of-bias scoring, and no inclusion/exclusion criteria.

They simply count studies as “for” or “against.”

That’s not systematic review—it’s advocacy dressed as science. Image
Read 11 tweets
Oct 26
1/ Once a trusted explainer, John Campbell now misuses his platform to promote distorted takes on COVID science.

Let’s review his most viral claims — and what the actual evidence says.

Image
2/ Vaccine Injuries
Campbell’s claim: VAERS and Yellow Card data prove hidden vaccine harms.

Reality: They flag signals, not causation.

Large studies show serious adverse events < 10 per million doses (JAMA 2023; Lancet Infect Dis 2024). Image
3/ Excess Deaths
He links mortality spikes to vaccination.
Evidence: ONS, EuroMOMO & CDC show deaths track infection waves and delayed care — not vaccination. Image
Read 10 tweets
Oct 23
Misinformation isn’t new — it’s just faster.

From the 19th-century Moon Hoax to COVID conspiracies, falsehoods have reshaped science, health, and geopolitics.

Here’s a visual timeline of 6 of the most consequential misinformation events—and what they still teach us. Image
2/ The Great Moon Hoax (1835)

A tabloid story convinced readers that astronomers found “bat-men” on the Moon.

The first viral fake news story.

Lesson → Sensationalism + authority can override skepticism. Image
3/ The Protocols of Zion (1903)

A forged “document” claiming a global Jewish conspiracy spread across Europe and was used by Nazis.

Lesson → Conspiracy thrives when it offers a scapegoat. Image
Read 17 tweets
Oct 19
1/ “Can the immune system handle more vaccines?”

A sentimental microbiologist answers… through song.
🎵🧫❤️
@IntegralAnswers Image
2/ Some people worry: “Can the immune system handle all these vaccines?”

But here’s the truth — your immune system faces far more every minute of your life than vaccines ever could.

Let’s count. Image
3/ Every breath: thousands of airborne particles.

🍽️ Every bite: millions of foreign proteins and microbes.

💋 Every kiss: ~80 million bacteria exchanged. Image
Read 12 tweets

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