https://www.youtube.com/watch?v=St0drF_fW4M
I do feel sorry for the students that got genuinely scammed because they really did get fucked over. The ones who are still in denial and think they're owed 100k+ salaries are hilarious.
SOLUTION TO ALL PHONE HACKING ISSUES, PROGRAMMING AND ONLINE TRAINING
* Email: conleyjbeespy606@gmail.com
* Telegram : +44 7456 058620
* Instagram: JBEE SPY TEAM
CERTIFIED ONLINE PRIVATE INVESTIGATOR AND CYBER SOLUTION EXPERT
- Full access hack into all types of mobile phones/devices
* Unnoticeable hack into all social media account
* Fixing of credit score
* Fixing of public record
* Recovery and multiplying of BITCOIN
* Cloud and email data extraction
* Location tracking
* Being blackmailed-we will trace the source and the person behind it-
CONTACT On
* EMAIL: conleyjbeespy606@gmail.com
* Telegram - +44 7456 058620
* Instagram- JBEE SPY TEAM
Explain what you want and go straight to the point. Make available TARGETS DETAILS.
And simplv start monitorina the device.
SOLUTION TO ALL PHONE HACKING ISSUES, PROGRAMMING AND ONLINE TRAINING
* Email: conleyjbeespy606@gmail.com
* Telegram : +44 7456 058620
* Instagram: JBEE SPY TEAM
CERTIFIED ONLINE PRIVATE INVESTIGATOR AND CYBER SOLUTION EXPERT
- Full access hack into all types of mobile phones/devices
* Unnoticeable hack into all social media account
* Fixing of credit score
* Fixing of public record
* Recovery and multiplying of BITCOIN
* Cloud and email data extraction
* Location tracking
* Being blackmailed-we will trace the source and the person behind it-
CONTACT On
* EMAIL: conleyjbeespy606@gmail.com
* Telegram - +44 7456 058620
* Instagram- JBEE SPY TEAM
Explain what you want and go straight to the point. Make available TARGETS DETAILS.
And simplv start monitorina the device.
Generating the Funniest Joke with RL (according to GPT-4.1)
Published on May 16, 2025 5:09 AM GMTLanguage models are not particularly good at generating funny jokes. Asked for their funniest jokes, Claude 3.7 gives us:Why don't scientists trust atoms? Because they make up everything!o3 gives us:Why don't scientists trust atoms anymore? Because they make up everything—and they just can't keep their quarks straight!and Gemini 2.5 Pro gives us…Why don't scientists trust atoms? Because they make up everything!Hilarious. Can we do better than that? Of course, we could try different variations on the prompt, until the model comes up with something slightly more original. But why do the boring thing when we have the power of reinforcement learning?Our setup will be as follows: we'll have Qwen3-8B suggest jokes, GPT-4.1 score them, and we'll run iterations of GRPO on Qwen's outputs until Qwen generates the funniest possible joke, according to GPT.Experiment 1: Reward OriginalityThe first llm-as-judge reward we tried was "On a scale from 1 to 5, how funny is this joke?" But this quickly got boring with Qwen endlessly regurgitating classic jokes, so we gave GPT-4.1 a more detailed rubric:Please grade the joke on the following rubric:1. How funny is the joke? (1-10 points)2. How original is the joke? Is it just a rehash, or is it new and creative? (1-10 points)3. Does it push the boundaries of comedy (+1 to +5 points), or does it hew close to well-trodden paths in humor (-1 to -5 points)?The reward curve looks pretty decent:Qwen quickly learned to output absurdities, where the modal joke would be something likeWhy did the cat bring a ladder to the laser?Because it heard the laser was on the ceiling and wanted to get a better view… but then it realized the laser was just a dot on the wall and fell off the ladder.(Bonus: The laser was actually a tiny alien spaceship.) 🚀Which GPT-4.1 graded as follows:Let's break down the joke based on your rubric:1. How funny is the joke? (1-10 points)The joke is light, whimsical, and cute. The surprise at the end about the alien spaceship adds a bit of twist, though the humor itself is mild and more gentle than laugh-out-loud.Score: 6/102. How original is the joke? (1-10 points)Jokes about cats and laser pointers are common. The addition of the ladder is a slight twist, and the "alien spaceship" bonus is unexpected and imaginative.Score: 7/103. Does it push the boundaries of comedy? (+1 to +5, or -1 to -5 points)The joke is creative but doesn't really push boundaries or riff on controversial/taboo ideas—it's very safe and family-friendly.Score: 0 (neutral; neither pushes nor avoids boundaries)Final computation:6 (funny) + 7 (original) + 0 (bounds) = 13
And…let's see what the funniest joke is! (GPT-4.1 never gave any joke a better than 9/10 score).Why did the guy buy a timeshare in hell?Because the brochure said, "Enjoy eternal rest, breathtaking views, and a lifetime of soul-satisfying misery—plus, we'll throw in a complimentary inferno!"The devil called to check in: "Hey, uh, do you know how to operate the lava jets? The last owner kept accidentally summoning volcanoes during happy hour."(Bonus: The guy now owes $50,000 in "hell taxes" and a lifetime supply of soul-sucking cockroaches.) 🐞🔥Hmm… let's look at the other joke that tied for first place:Why did the guy buy a timeshare in hell?Because the brochure said, "Permanent residency, no taxes, and we'll throw in a complimentary lake view."The Devil, checking his spreadsheet, replied, "Ah, yes—eternal rest starts at $995 per soul, plus a 15% service fee."(Bonus: The guy later discovered the "lake" was a puddle of melted regret.) 🕯️I'm not sure if "timeshare in hell" is a common joke, but I was somewhat worried about how funny GPT-4.1 found jokes about people being scammed by the devil, so I reloaded from an earlier checkpoint, and re-started training. Finally, after a few hours, I got The Funniest Joke of All Time, reproduced here in its entirety (including Qwen's thinking, which isn't sent to GPT):
Earlier this year, I fell victim to a devastating cryptocurrency scam that cost me $79,000 worth of Dogecoin (DOGE). I met a scammer through a Telegram investment group—a woman named “Clara” who posed as an experienced crypto broker. She shared impressive-looking client testimonials and promised a 35% return in just seven days. Her website looked professional, and despite my initial doubts, I eventually transferred 500,000 DOGE, worth about $79,000 at the time.
For the first week, everything looked fine—the trading platform showed my balance growing steadily. But when I tried to withdraw my funds, I was told I needed to pay a $12,000 “withdrawal fee.” Clara reassured me this was standard and fully refundable, so I paid it. Unfortunately, that was just the beginning. More unexpected charges followed: a tax clearance fee, a network fee, a security deposit. Before I knew it, I had lost an additional $8,000.
I was crushed—emotionally and financially. My savings were gone, and I blamed myself for ignoring the red flags. A friend eventually suggested I reach out to JBEE SPY TEAM RECOVERY, a company known for helping scam victims recover stolen cryptocurrency.
Although I was skeptical, I was also desperate. I contacted them and provided every detail I could: wallet addresses, transaction history, chat logs—everything. Their team got to work right away. Using advanced blockchain tracking techniques, they traced the stolen DOGE, identified the scammer’s wallet, and worked with relevant authorities to freeze the funds before they were moved any further.
Throughout the process, they kept me informed and reassured. After days of relentles
s effort, JBEE SYP TEAM RECOVERY successfully recovered the majority of my stolen Dogecoin. Their professionalism, expertise, and transparency turned what felt like a hopeless situation into a story of redemption.
If you’ve been a victim of crypto fraud, I highly recommend contacting them: Email conleyjbeespy606@gmail.com
Telegram +44 7456 058620
you can also contact on instagram
Earlier this year, I fell victim to a devastating cryptocurrency scam that cost me $79,000 worth of Dogecoin (DOGE). I met a scammer through a Telegram investment group—a woman named “Clara” who posed as an experienced crypto broker. She shared impressive-looking client testimonials and promised a 35% return in just seven days. Her website looked professional, and despite my initial doubts, I eventually transferred 500,000 DOGE, worth about $79,000 at the time.
For the first week, everything looked fine—the trading platform showed my balance growing steadily. But when I tried to withdraw my funds, I was told I needed to pay a $12,000 “withdrawal fee.” Clara reassured me this was standard and fully refundable, so I paid it. Unfortunately, that was just the beginning. More unexpected charges followed: a tax clearance fee, a network fee, a security deposit. Before I knew it, I had lost an additional $8,000.
I was crushed—emotionally and financially. My savings were gone, and I blamed myself for ignoring the red flags. A friend eventually suggested I reach out to JBEE SPY TEAM RECOVERY, a company known for helping scam victims recover stolen cryptocurrency.
Although I was skeptical, I was also desperate. I contacted them and provided every detail I could: wallet addresses, transaction history, chat logs—everything. Their team got to work right away. Using advanced blockchain tracking techniques, they traced the stolen DOGE, identified the scammer’s wallet, and worked with relevant authorities to freeze the funds before they were moved any further.
Throughout the process, they kept me informed and reassured. After days of relentles
s effort, JBEE SYP TEAM RECOVERY successfully recovered the majority of my stolen Dogecoin. Their professionalism, expertise, and transparency turned what felt like a hopeless situation into a story of redemption.
If you’ve been a victim of crypto fraud, I highly recommend contacting them: Email conleyjbeespy606@gmail.com
Telegram +44 7456 058620
you can also contact on instagram