According to KookCapitalLLC on Twitter, two concurrent crypto projects are launching: one is a widely recognized scam bundle operated by a group known for executing similar schemes four times a week, and the other is a fair-launched token created by AI that surprised the market (Source: twitter.com/KookCapitalLLC/status/1923675084260065587). Traders should note that scam bundles historically show short-lived pump-and-dump behavior, often leading to rapid price drops and high volatility, making them extremely risky for both short-term and long-term positions. In contrast, the AI-driven fair-launch has generated unexpected attention and may attract organic trading volume and community engagement, which is often correlated with sustained price movements and better liquidity. Monitoring on-chain data, such as wallet distribution and trading volume, is crucial to distinguish genuine demand from manipulated activity. These launches highlight the need for heightened due diligence in meme coin and AI token sectors, as repeated scam activity can impact overall market sentiment and liquidity for new listings.