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TikTok distributes per video, not per account. Every upload is tested on a fresh batch of strangers, and TikTok has stated plainly that follower count is not a direct factor in what gets recommended. Neither is how your last video did. That's the whole mechanism.

Small fast models get distilled from a big one. You need the large model trained and running internally to produce what the small one learns from. So a Flash release generally means the Pro-sized model exists, it's just being used as the teacher rather than shipped.

\Get retention first. Acquisition on a product people leave is just filling a bucket with a hole in it.

Reddit woulds be pretty hard because of Reddit's filters as most affiliate links and basically every url shortener are already on that list, so the comment gets removed before a human reads it and your karma had nothing to do with it.

Literally just post and Linkedin will find your target audience.

I think googles going to win the ai race as their money is not in ai

Certification unlocks eligibility to run certain crypto products in certain countries. It's an eligibility gate, nothing else.

When I first started burned a lot of cash not doing this.

Google can spend 2x your daily budget on any single day. It evens out over the month, capped at 30.4x. If I was you I'd set the daily at half what you can stomach.