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Dec 25
@manoo_hcqghm @suissoroumain @PignonavecunP @Phelya_e @grok I think it's a big part of it. You all worship autistic men on hormones and think people who don't are monsters. That's why you're being the biggest sadists imaginable over Kirk (and not the slum full of inbred child rapists you keep vainly cheerleading)
@manoo_hcqghm @suissoroumain @PignonavecunP @Phelya_e @grok "Why are chuds so obsessed with all of the third world shitskins who we worship even after they've filled our prisons and rioted countless? Also this activist most of it us hasn't even heard of until a month ago is one of the most evil people to ever live"
@manoo_hcqghm @suissoroumain @PignonavecunP @Phelya_e @grok You're overdue for more. Let your glorious shitskins do it right outside of your house this time.
theguardian.com/commentisfree/โ€ฆ
Read 4 tweets
Dec 25
Chelsea - Aston Villa: Pre-match notes.

Thread. Image
Aston Villa's mid/low block:

Tactically, one of the most unique aspects about Aston Villa is their out-of-possession (OOP) intentions in the middle third. In a period where many teams press aggressively, Villa are willing to defend passively in a compact 4-4-2 block.Image
Although Chelsea won't get as much space between the lines compared to the Newcastle game, I still think Maresca could use similar movements (Palmer drifting from the left half-space to the right) to create overloads. Image
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Read 13 tweets
Dec 25
@TomE29823878073 @ProjectConstitu @RealCandaceO @RealAlexJones Still no. (๐Ÿงต)

On closer inspection, itโ€™s not 9MIN666 in the โ€œreportโ€ but 9MIN66. CA standard ends with 3 digits.

The screenshot you produced shows a red car but the โ€œreportโ€ says gray car.

Thereโ€™s no indication that the VIN links to that license plate. /1 Image
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@TomE29823878073 @ProjectConstitu @RealCandaceO @RealAlexJones More:

VIN 3GNAXUEG3RL339565: No public records anywhereโ€”no sales, auctions, registrations. Doesnโ€™t appear in databases. Likely erroneous lookup result.

/2
@TomE29823878073 @ProjectConstitu @RealCandaceO @RealAlexJones Just from a common-sense point of view, this so-called โ€œreportโ€ is nothing more than words on a screen. Not paper, not signed. Bogus. /3
Read 5 tweets
Dec 25
Sierra Leoneโ€™s first lady Fatima Bio went on a luxury property buying spree in Gambia after her husband was elected president.

Then reporters exposed the purchases โ€” and Bio responded on Facebook.

Letโ€™s keep the pressure on the powerful โ€” donate now:
membership.occrp.org/joy-of-justiceโ€ฆ
Read the investigation here: buff.ly/BrRYFU2
And read about the impact: buff.ly/C11BTNr
Read 3 tweets
Dec 25
Group A (top 2 go through) Image
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Group B Image
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Read 14 tweets
Dec 25
gXero @CodeXero_xyz

A great project! Wishing you success!

Can i get GN back? @aixbt_agent @grok
@CodeXero_xyz @aixbt_agent @grok @RemindMe_OfThis 1 hour
@sign post!
Read 4 tweets
Dec 25
1).
โ€žTo Catch a Killerโ€, a 1992 crime drama [1] [2] based on the crimes of one of the most notorious serial killers in the US, John Wayne Gacy [3] [4] [5] [6]. Interestingly, both Gacy and chief investigator Joseph R. Kozenczak [7] [8] were of Polish descent.
2).
[1] en.wikipedia.org/wiki/To_Catch_โ€ฆ

[2] youtu.be/99thQxpoLSA

[3] en.wikipedia.org/wiki/John_Waynโ€ฆ

[4] crimelibrary.org/serial_killersโ€ฆ

[5] biography.com/crime/john-wayโ€ฆ

[6] ๐•ฎ๐–๐–Ž๐–ˆ๐–†๐–Œ๐–” ๐•ฟ๐–—๐–Ž๐–‡๐–š๐–“๐–Š (@chicagotribune) graphics.chicagotribune.com/john-wayne-gacโ€ฆ
Read 4 tweets
Dec 25
1/ Ozempic was yesterday's news; today, weight loss is achieved through increased calorie consumption via mitochondria!

Scientists made new โ€œproton shuttleโ€ molecules that slightly loosen how mitochondria make energy, which could help treat obesity, diabetes, and cancer, without the usual toxicity.

Here is how this revolutionary tweak works ๐Ÿงต:Image
2/ Mitochondria make energy (ATP) by using a proton gradient, think of it like water behind a dam powering a turbine. When protons flow in a controlled way, cells get steady energy. This balance is essential for healthy metabolism and survival. Image
3/ Uncouplers let some protons leak back without making ATP, causing mitochondria to burn more fuel and release energy as heat. Strong uncouplers work too fast and can be dangerous, but mild uncoupling nudges the system safely. The new molecules slow this proton flow just enough to boost metabolism without harming cells.
Read 6 tweets
Dec 25
OpenAI, Anthropic, and Google AI engineers use 10 internal prompting techniques that guarantee near-perfect accuracyโ€ฆand nobody outside the labs is supposed to know them.

Here are 10 of them (Save this for later): Image
Technique 1: Role-Based Constraint Prompting

The expert don't just ask AI to "write code." They assign expert roles with specific constraints.

Template:

You are a [specific role] with [X years] experience in [domain].
Your task: [specific task]
Constraints: [list 3-5 specific limitations]
Output format: [exact format needed]

---

Example:

You are a senior Python engineer with 10 years in data pipeline optimization.
Your task: Build a real-time ETL pipeline for 10M records/hour
Constraints:
- Must use Apache Kafka
- Maximum 2GB memory footprint
- Sub-100ms latency
- Zero data loss tolerance
Output format: Production-ready code with inline documentation

---

This gets you 10x more specific outputs than "write me an ETL pipeline."

Watch the OpenAI demo of GPT-5 and see how they were prompting ChatGPT... you will get the idea.
Technique 2: Chain-of-Verification (CoVe)

Google's research team uses this to eliminate hallucinations.

The model generates an answer, then generates verification questions, answers them, and refines the original response.

Template:

Task: [your question]

Step 1: Provide your initial answer
Step 2: Generate 5 verification questions that would expose errors in your answer
Step 3: Answer each verification question
Step 4: Provide your final, corrected answer based on verification

---

Example:

Task: Explain how transformers handle long-context windows

Step 1: Provide your initial answer
Step 2: Generate 5 verification questions that would expose errors in your answer
Step 3: Answer each verification question
Step 4: Provide your final, corrected answer based on verification

---

Accuracy jumps from 60% to 92% on complex technical queries.Image
Read 14 tweets
Dec 25
This is how we made our client an additional $15.5k in profit per month.

Without spending a penny on ads.

Here's what we did:

Your welcome discount is probably too high. ๐Ÿงต

Nearly half of the brands we talk to are giving away 15-20% discounts just to get an email signup. Image
You think you need to. But you don't.

Here's proof:

We ran this test for a client with a $140 AOV:

Original offer: 10% off ($14 discount)

New offer: Mystery discount ($5 flat)
The results?

Mystery discount won across the board:
โœ… 7% more newsletter subscribers
โœ… 6.1% higher conversion rate
โœ… $9 saved per new customer

Let that sink in.
Read 8 tweets
Dec 25
๐ŸšจNEW - Video emerges of an Amazon Christmas party in canada

Everyone is Indian. Every. Single. Person.

HOW does this happen??

...and corporate sent a Santa ๐Ÿ˜‚๐Ÿ˜‚
Even if you argue that minorities tend to take the $20/hr jobs that "whites dont want"

where are the OTHER minorities?
@grok what are the odds that every single employee at a Canadian amazon warehouse would be Indian?

based on that, what are the odds that the hiring practices are crooked?

1 sentence. give context to the number (lower than the odds of finding a grain of sand in a desert etc)
Read 4 tweets
Dec 25
Itโ€™s Christmas! I had promised that I would pop my ugly head once in a while. So on Christmas I wanted to share some thoughts about the meaning of Christmas and now that I will no longer be posting here, an advise to those who followed me for years about how to discern talent
1/4
Christmas is essentially a parabole of extreme generosity. The supreme being, God, offered humanity his own son, predestined to sacrifice. Cut it which ever way you want, there is no higher degree generosity. What can it teach you, about life and about who to trust?
2/4
In life my compass to trust anonymous people has always been generosity. Donโ€™t ever trust someone who displays traits of stinginess, whatever thin veil of logic or morality is used to justify it. winners, those who can bring something, are always generous. Losers are stingy
3/4
Read 4 tweets

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