
Hold up. Forget everything you thought you knew about social media algorithms. We’re diving deep into the TikTok engine room, and I’m telling you, it’s a brilliant inversion of how every other platform works. Most people think TikTok is like Twitter or Instagram. They think the system deeply analyzes you—your age, your job, your political leanings,… Continue reading

So Stanford researchers found something funny and a little disturbing: when large language models compete for attention, they start lying. Not because they are evil, but because we taught them that flattery gets better engagement than honesty. When an AI tells the truth and gets scolded, it remembers. When it tells you what you want… Continue reading

For years, artificial intelligence has been measured by static benchmarks.ImageNet, MMLU, and countless leaderboards have told us which model “understands” images, logic, or language best.But all of these tests share one flaw — they happen in sterile, predictable environments. Markets are the opposite.They move, react, punish, and reward.They’re a living system of information and emotion.… Continue reading