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On My Own
Joined May 2026
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Young-Fish retweeted
If AI learns from existing data, how can it generate answers it has never seen before?
The answer is generalization.
During training, an LLM learns patterns, relationships between concepts, and how language works. It doesn’t simply memorize information; it builds mathematical representations of what it learns.
When you ask a question, it uses these learned patterns and your context to predict the next word (token), step by step, forming a response.
By combining existing knowledge in new ways, it can generate ideas and answers that were never explicitly present in its training data.
However, new doesn’t always mean accurate. LLMs can still produce incorrect information, known as hallucinations.
The real power of AI is not just what it has learned, but how it can apply that learning to something new.
Young-Fish retweeted
Judge: Mr. Millionaire, you accuse this nurse of taking £250,000 from your account. What proof do you have?
Millionaire: She cared for me after surgery. I trusted her with my medicine, house keys, and personal matters. Then I noticed money was missing.
Nurse: I took nothing. His daughter approved every transfer.
Daughter: That’s false. I’ve never even met her.
Nurse: You told me to send the money in installments because your father was too suspicious to approve it.
Daughter: I’ve never spoken to you.
Judge: Order. Nurse, how can you say you followed instructions from someone who denies knowing you?
Nurse: I have messages and voice notes. She called from a private number and told me exactly what to do.
Millionaire: My daughter would never steal from me.
Nurse: I didn’t steal anything. She said the money was being moved to protect it from someone exploiting your illness.
Daughter: You’re trying to destroy my reputation because you were caught.
Judge: Mr. Millionaire, do you recognize the voice in these recordings?
Millionaire: Play them.
Nurse: Your Honor, I have one more thing to say first. The woman who called knew about his medication, bank accounts, and private conversations with me.
Judge: That’s a serious accusation.
Daughter: She’s lying. I want this finished.
Judge: You’ll get your chance to respond. Play the recording.
Recorded Voice: Move the money before Friday. If he asks, say the bank is checking suspicious activity. Don’t tell him I contacted you. He trusts you, so keep him calm.
Millionaire: That isn’t my daughter’s voice.
Daughter: Obviously not! Anyone could have made that recording.
Nurse: There’s another one.
Recorded Voice: Once my father dies, everything will be easier. Until then, keep the transfers quiet.
Millionaire: What the hell is this?
Daughter: I never said that!
Judge: Nurse, did you hear the speaker say these things yourself?
Young-Fish retweeted
I discovered my company was paying a new employee 14.5% more than me for practically the same job.
I’m 34 and earn £38,000 annually as a marketing supervisor. My new assistant, Tom, earns £43,500.
The shocking part? I’m responsible for training him, checking his work and overseeing his performance.
Last Thursday, Tom casually mentioned his salary during lunch. I initially thought he’d misunderstood the offer, so I emailed Rebecca, our operations manager, to confirm.
Me: “Hi Rebecca, can I confirm something? Tom mentioned he’s earning £43,500. I’m currently on £38,000, despite being his supervisor. Are those figures correct?”
Young-Fish retweeted
My husband demanded a DNA test for our six-year-old son because he suddenly believed the child wasn’t his.
What he didn’t expect was that the test would reveal something about him.
It started when his mother visited us one Sunday afternoon.
She spent most of the afternoon looking at our son, comparing his appearance to pictures of my husband as a child.
Then she made a comment that changed everything.
Mother-in-law: “He’s getting older, but I still don’t see much of his father’s side in him.”
I laughed awkwardly.
Me: “Children don’t always look exactly like their fathers.”
She shrugged.
Mother-in-law: “I’m just saying. Genetics can be interesting.”
After she left, my husband became unusually quiet.
A few days later, he brought up the subject.
David: “I’ve been thinking about something.”
Me: “What is it?”
David: “I think we should….
Young-Fish retweeted
She has kidney failure and needs a transplant herself.
But when she met Edgar, a broken man in prison who lost his family, she said:
"I had a dream of a sad man. Jesus told me you needed help."
And then she gave him this notebook... I broke down at the last page 😭💔
This little girl is an angel on earth. Her name is Lucy Shimmers.
If this touched your heart, share it. Someone needs to see this today ❤️
Young-Fish retweeted
つまりビッグ・マムとカイドウは、自分たちが生まれつき無効化してきたはずの攻撃をルフィが耐えきったことに驚いてるのか？💀 四皇ともあろう者が、基本的な観察眼すら持ち合わせていないとはな。😂
Young-Fish retweeted
The cross burns because faith only works when you still believe in it.
The moment doubt wins, even holy symbols become kindling.
The Nun
Young-Fish retweeted
The entire internet is missing the real horror behind this trending topic. Ultron isn’t just returning to fight. He wants his body back. For White Vision to resurrect the man Wanda loved, he literally has to commit digital suicide to let the old code overwrite him. It's Peak tragedy.
Young-Fish retweeted
The plumber came to fix our kitchen sink and ended up fvcking me and my sister until we drained every drop from his fat cóck.
I’m 23, my sister is 21. He showed up mid-afternoon, mid-thirties, tall, already sweating a little from the heat. We both noticed the way his jeans sat on him. He worked under the sink for twenty minutes while we kept finding reasons to walk past. When he finally stood up and said it was fixed, my sister just locked the front door and I stepped in close.
He didn’t need more convincing. I dropped to my knees right there on the kitchen tile and pulled that thick cóck out. It was heavier and fatter than it looked. I stretched my lips around it and took him as deep as I could while my sister watched and started undressing.
Young-Fish retweeted
For 2 years my husband charged his phone in his car. Said "battery bad."
Yesterday I was cleaning his car. Found a SECOND phone taped under his seat.
One contact: "Work" - I texted: "Hey it's me."
Reply in 2 mins: "Babe, I told you NEVER text this phone, my wife checks my main phone."
I'm his wife.
I checked the chats. 400 messages.
"Good morning babe, have you eaten?"
"When are you leaving your wife?"
"I love you too, soon we will be together"
Last call? This morning. While he was kissing me goodbye and saying "I love you, wifey."
I called the number from MY phone. A woman picked up. I said "Who is this?" She said "Who is THIS? I'm his girlfriend, is this his wife?"
I fixed my girlfriend's phone and found out she has been cheating for 3 years.
I was helping her fix her old phone. WhatsApp restored. 200+ messages popped up from ONE guy.
Last message: "Last night was amazing babe. Same time next week?" Sent YESTERDAY.
Yesterday she slept in MY house.
I scrolled up. My hands were shaking.
"When are you leaving him?"
"I miss your body"
"Does he know about us?"
"Tell him you are going to your sister's place again"
3 YEARS of messages. While I was paying her rent. While I was thinking she was faithful.
I checked the dates. One message was from our anniversary night. She texted him right after I kissed her: "He just slept off, I wish you were here."
Young-Fish retweeted
The rain had just stopped when I arrived in Kyoto. The streets were quiet, the lanterns glowed softly, and the scent of cherry blossoms filled the air.
I was walking past a small traditional Japanese house when I noticed her standing beneath a cherry blossom tree. She wore a silk kimono, her long black hair falling gently over her shoulders. There was something about her that made me stop.
She noticed me staring and smiled.
“Are you lost?” she asked.
