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Dec 20
1/ The 1967 attack on the USS Liberty is often used to fuel conspiracy theories. However, declassified evidence points to a tragic case of mistaken identity in wartime chaosโ€”not a "false flag."
Here are the facts debunking the myth. ๐Ÿงต Image
2/ The Mission: Declassified NSA docs confirm the Liberty was a high-level signals intelligence platform. Its job was to intercept communications from both sides. As one officer stated: "She was in there to spy for us." Image
Image
3/ Real-time Confusion: Declassified intercepts of Israeli pilots show them actively debating the shipโ€™s nationality. This confirms confusion on the ground, not a pre-planned hit.
Read 11 tweets
Dec 20
๐Ÿงต THREAD: Silver isnโ€™t about hype. Itโ€™s about positioning.

1/
This isnโ€™t about chasing prices.

Itโ€™s about understanding where we are in the cycle.

Silver isnโ€™t moving because of excitement.
Itโ€™s moving because the old structure is under pressure.
2/
For decades, silver was priced mostly on paper.
Derivatives set the tone.
Physical followed.

That model worked โ€” until physical demand stopped being optional.
Read 14 tweets
Dec 20
Sophie Scholl (1921โ€“1943)

1).
SophieScholl, 22-year-old activist of the German anti-Nazi organization โ€žWhite Roseโ€ [1] [2]. On Feb. 18, 1943, she was arrested by the Gestapo.
2).
On Feb. 22, 1943, the presiding judge of the bench Karl Roland Freisler (1893โ€“1945) [3] [4], President of the Peopleสผs Court of the Greater Germanic Reich, sentenced her to death. On the same day, at 5 p.m., she was guillotined.
3).
The executioner, Johan Reichart (1893โ€“1972) [5] later said that he had never seen anyone die as boldly as Shophie Scholl [6] [7].

[1] en.wikipedia.org/wiki/White_Rose

[2] de.wikipedia.org/wiki/Wei%C3%9Fโ€ฆ

[3] de.wikipedia.org/wiki/Roland_Frโ€ฆ
Read 5 tweets
Dec 20
GOODBYE WALL STREET GURUS.

CHATGPT MAKES IT EASY TO FIND UNDERVALUED STOCKS LIKE NVDA TSLA PLTR BEFORE THEY EXPLODE.

COPY these 8 prompts to find the next 2000% winner: Image
PROMPT 1 โ€“ The Undervaluation Screener

โ€œAnalyze this stock as a value investor. Compare its current valuation (P/E, P/S, EV/EBITDA, FCF yield) to its 5-year historical averages and industry peers. Is it statistically undervalued or overvalued? Explain why.โ€
PROMPT 2 โ€“ Market Mispricing Detector

โ€œAssume the market is mispricing this stock. Identify 3 reasons why investors may be wrong today and what data supports a re-rating over the next 12โ€“24 months.โ€
Read 13 tweets
Dec 20
A lot of Men ask me: Which food should I eat to increase my s3xual stamina and last longer? This thread will answer you.

Here are 8 foods that Increase your sexual Stamina and s3x drive. (Bookmark this thread)

-Check Thread-๐Ÿ‘‡ Image
Image
1.) Watermelon:

Watermelon is one of the richest natural sources of L-citrulline, a non-essential amino acid that your body converts to L-arginine in your body.

And itโ€™s the L-arginine that can help make your erection harder.

Like that little blue pill, L-arginine stimulates the production of nitric oxide, which increases blood flow to the p3nis, strengthening erections.
2.) Eggs:

Consume eggs for a healthy erection. Eggs contain amino acid L-arginine that can improve erectile dysfunction.

While certain foods can keep your blood pumping and boost hormone levels, diet alone isnโ€™t always enough to improve your sex life.
Read 10 tweets
Dec 20
Top engineers at OpenAI, Anthropic, and Google don't prompt like you do.

They use 10 techniques that turn mediocre outputs into production-grade results.

I spent 2 weeks reverse-engineering their methods.

Here's what actually works (steal the prompts + techniques) ๐Ÿ‘‡ Image
Technique 1: Constraint-Based Prompting

Most prompts are too open-ended. Engineers add hard constraints that force the model into a narrower solution space, eliminating 80% of bad outputs before they happen.

Template:

Generate [output] with these non-negotiable constraints:
- Must include: [requirement 1], [requirement 2]
- Must avoid: [restriction 1], [restriction 2]
- Format: [exact structure]
- Length: [specific range]

Example:

Generate a product description for wireless headphones with these constraints:
- Must include: battery life in hours, noise cancellation rating, weight
- Must avoid: marketing fluff, comparisons to competitors, subjective claims
- Format: 3 bullet points followed by 1 sentence summary
- Length: 50-75 words totalImage
Technique 2: Multi-Shot with Failure Cases

Everyone uses examples. Engineers show the model what NOT to do. This creates boundaries that few-shot alone can't establish.

Template:

Task: [what you want]

Good example:
[correct output]

Bad example:
[incorrect output]
Reason it fails: [specific explanation]

Now do this: [your actual request]

Example:

Task: Write a technical explanation of API rate limiting

Good example:
"Rate limiting restricts clients to 100 requests per minute by tracking request timestamps in Redis. When exceeded, the server returns 429 status."

Bad example:
"Rate limiting is when you limit the rate of something to make sure nobody uses too much."
Reason it fails: Too vague, no technical specifics, doesn't explain implementation

Now explain database indexing.Image
Read 11 tweets
Dec 20
@alex_kokcharov @Talk_2_Sammy @clashreport 1).
On May 2, 2014, 42 people died in a fire at the Odessa of Trade Unions House. Pootinโ€™s disinformation portrays the incident as an illustration of the alleged genocide of the Russian people in Ukraine,
@alex_kokcharov @Talk_2_Sammy @clashreport 2).
as well as one of the justifications for a full-scale Russian invasion of Ukraine in 2022. [1]. In addition, Kremlin propaganda almost immediately began to compare this tragedy to the German crime in the Belarusian Khatyn (ะฅะฐั‚ั‹ะฝ) [2] during World War II [3] [4].
@alex_kokcharov @Talk_2_Sammy @clashreport 3).
Endnotes:

[1] ru.wikipedia.org/wiki/%D0%9F%D0โ€ฆ
Read 6 tweets
Dec 20
1/9 Before Marco Rubio became one of Trump's henchmen, one, he DID NOT like Trump, and two, was a STAUNCH defender of Ukraine and called Putin a "bully" and a mass murderer. He supported us helping Ukraine fend off Putin, and at the very end of President Biden's term, the tables
2/9 had FINALLY started turning, and Ukraine was FINALLY gaining ground taken by Putin...and then TRUMP came into office and it has been a ONE-SIDED support of a brutal DICTATOR ever since, for Trump ACTUALLY blamed Ukraine for the start of a war that PUTIN aggressively started
3/9 with NO intimidation from Ukraine whatsoever. When Ukraine's Leader, President Zelensky, came to the Oval Office in the very beginning of the Trump second term, Trump and his CRIMINAL AFFILIATE J.D. Vance attacked him in a despicable, disgusting spectacle that was an
Read 10 tweets
Dec 20
@INCIndia
Lok Sabha and Rajya Sabha passed the new Employment Guarantee Act.
It will come into force from 1st April 2026.
Let's look at some changes that scare the INDI guys in this.
1. Geo-tagging: Before starting work, while working and after completion, photos will be (1)
taken and uploaded to the government app with the location tag.
2. Fake attendance and duplications will be reduced as time and place of work are accurately recorded through digital attendance system.
3. Not only the government but also the people can check whether the (2)
public money is really being used for rural development.
4. Through (DBT) wages are directly deposited into the employee's bank account, eliminating middlemen.
The interference of politicians will end. It means they cannot syphon off funds meant for workers.(3)
Read 6 tweets
Dec 20
@Billbrowder @anneapplebaum 1).
โ€žMoscow said last year that it would ยปnationaliseยซ private property in occupied Ukraine unless owners presented documents. They were required to do so in person and their claims were only filed if they accepted a Russian passport.
@Billbrowder @anneapplebaum 2).
The law is widely seen as part of Moscowโ€™s plan to โ€œRussifyโ€ the occupied regions.โ€

Dec. 17, 2025

๐•ฟ๐–๐–Š ๐•ฟ๐–Ž๐–’๐–Š๐–˜ (@thetimes) removepaywall.com/search?url=httโ€ฆ
@Billbrowder @anneapplebaum @thetimes Please unroll @threadreaderapp. Thank you in advance ๐“ƒ 
Read 3 tweets
Dec 20
Ten words you need to know to understand how we can be entering the seventh year of the covid pandemic.
1
Covvabarator
A public health figure who sides with the virus over the people.
2
Afraidance
Avoiding the truth because you're scared of it.
Read 25 tweets
Dec 20
The world that is made by God will finish as God said. The. The police of Poland will be perished as it is mentioned in the words of God:
Matthew 24:35

Heaven and earth shall pass away, but my words shall not pass away.
@ThreadReaderApp unroll
@grok
Read 3 tweets

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