It’s frustrating how labs like @Kimi_Moonshot, @Alibaba_Qwen, @deepseek_ai, @allen_ai, @huggingface... share their research, pipelines, and lessons openly, only for closed-source labs to quietly use that knowledge to build better models without ever giving back.

Manchester City completely dominated you. You got violated💀

2017-2020 sterling was a different beast

Living below your means. Not poverty. Strategic simplicity. Small house, big bank account. Regular car, new investments. Simple pleasures, complex assets. The gap between what you make and what you spend is your freedom. Lifestyle inflation is voluntary slavery.

Seriously, get married and have a dual income household on time. The longer you postpone this, the harder it is to compound the benefits. It is the greatest middle-class hack to wealth. Forget all the stupid gender extremism here. Fall in love, get married, build together.

"The strong do what they can, and the weak suffer what they must." - Thucydides

🤣🤣🤣🤣Fanaticism is a disease

If you’re building a nation, you’re building a new identity. That’s something we don’t talk enough about. It can’t be being of a certain ethnicity or speaking a certain language that makes you Ghanaian. Otherwise some ethnic groups in surrounding countries should be Ghanaian.

This was around 2021-2022 there😂😂😂😭

You’re less than 6 months from a huge leap in quality of life, and with free access to some of the best minds around the world, and many would rather complain and find excuses. I’m not usually the motivational posting type but get out there and do it.

Just start lifting weights. Start small and build. Increase protein intake Increase vegetable intake especially green vegetables Drink more water

There is a beautiful caution from the house I live in, which says that keeping your hair can and will impair your learning, force you against authorities, and influence you into hard drugs till you fail. I kept my hair, and obviously, it’s failed me miserably! I remember scoring all Fs on my final exam. Now I'm homeless, uneducated, and incredibly useless! Please cut your hair before getting an education; be different. Society cannot be judged under one lens, for it is not a single entity. It may look like we are chasing a valuable concept: uniformity, by forcing all students to keep a low cut. But what has uniformity got to do with equality? Rome wasn't built in a day, and I'm hoping someday, we will lay the first bricks!

Guy hits 40 with no savings, no house, no career, nothing built. Spent 20 years overthinking. Now he's giving advice he wishes he heard at 25. Meanwhile CT is melting down about "$1M not being enough to retire." Same disease, different symptoms. Some chase experiences and wake up broke with stories nobody cares about. Others chase 8 figs and refuse to enjoy a dollar because "it's not enough yet." Both hit 40 miserable. One's broke. One's rich and still acts broke. I've been on both sides. Neither feels smart in hindsight. The party guy wakes up at 40 with nothing but regrets nobody remembers. The grinder never feels rich enough. The goalpost just moves, 7-8 figure hell is real. Explore hobbies. Build something. Enjoy some of it. Time moves either way. Figure it out now or cry about it at 40. Your choice.

those dbees who act like hustlers to fanfool people are soo annoying😭

can all the girls they used to tease us with in primary school come back?? i’m not shy anymore

If you’re between 25 and 30 and your circle isn’t talking about: • Building wealth through stocks and real estate • Starting businesses and creating opportunities • Personal growth and meaningful relationships • Fitness, health, and self-discipline But spends most of the time talking about: • Getting high or drunk • One-night stands • “The good old days” It’s time to elevate your circle. Your circle shapes your mindset, and your mindset shapes your future.

Your brain needs pressure.

The key is—document, don't create. Just document your daily life. The good, the bad, the ugly. Trying to plan and curate things to look perfect makes everything hard, and that's how inconsistency starts. Just ensure to still keep some private things private. People don't need to know your all your business.

Totally agree. Always tell my younger relatives to stop saying "Im not into math" or "Im a left brain person" or "MBTI told me im bad at x" as an excuse to not explore new things. Leonardo da Vinci was born in 1452 with no internet, yet he sculpted, painted, studied science, astronomy, chemistry, medical and even metallurgy. Not saying you should be him but go explore n learn stuff

Don’t ever limit yourself... you can learn anything.