I was expecting the break out pmf dapp on Megaeth to be some 200iq 59 dev team. But maybe what what we needed was just a good old ponzi with a team that knows how to regulate it and keep people looping. People are literally bridging in to try offshore….

Budget AI vs Premium AI: The only PMF question that matters: Is the problem you're solving worth the price you're charging? Budget AI wins on volume × good enough. Premium #AI# wins on quality × irreplaceable. Both need to find the space the other can't touch. For Budget AI builders：Your moat is razor thin. A cheaper model ships every quarter. If your only edge is price, you don't have an edge. For Premium AI builders：Your "irreplaceability" is being eroded constantly. You need to keep moving, or Budget AI catches up.

Product-Market Fit Happens at Different Speeds Everyone talks about PMF like it’s the finish line, but it’s really just the point where the market gives you permission to keep going. A lot of founders assume fast PMF automatically means a better company, but history doesn’t really support that. Roblox took almost 10 years to become Roblox. Airbnb looked fragile and uncertain for years before it became inevitable in hindsight. Most startups don’t actually die because the market is too small or the idea is terrible. A lot of them die because the founders lose conviction before the insight has enough time to compound. When you’re in the middle of it, it’s very hard to tell the difference between “this isn’t working” and “this just needs more time.” Another thing people miss is that PMF looks completely different depending on the market. Consumer #AI# companies often show PMF through explosive growth, virality, and rapid adoption. Security companies can look almost slow from the outside, but their PMF shows up through renewals, large contracts, and deep customer dependence. That’s why comparing PMF timelines across industries is dangerous. Wiz got to $100M ARR with only a few hundred customers because each customer had enormous pain and very high willingness to pay. That signal is just as real as a product growing through millions of users. In the end, the speed of #PMF# mostly depends on two things: how quickly customers understand the value, and how long their organization takes to actually act on it. A consumer can make a decision in 30 seconds. A large enterprise might take 9 months, multiple approvals, and procurement reviews. Sometimes slow traction means weak demand. But sometimes you’re just building in a market where trust and buying behavior naturally move slower. The hardest part is that you usually can’t tell which situation you’re in until years later. #ai# #security# #PMF# #investment#

"An overnight success that took five years" @_ConorMoore at @CoinDesk Live on finding pmf: blockchain rails make loan origination and settlement atomic, neoclouds needed capital that tradfi couldn't move fast enough to provide, and the AI boom brought both together.

hit is doing more in volume than those who raised 100x more than us, have millions of users, years of pmf, and a 10x bigger team what happens when: - users can open multiple positions - hit has 5-10 games - max $100 collateral is 10xd - we activate marketing ($0 spend so far)

Crazy footage from yesterday in the Nineveh Governorate of Northern Iraq, close to the Kurdish-majority city of Erbil, showing an American Low-Cost Uncrewed Combat Attack System (LUCAS), a copycat of the Iranian Shahed-136, striking a building utilized by Iraq’s Iranian-backed Popular Mobilization Forces (PMF).

Statement. has been a series of mismanagement, wrong (& unfortunate) timings, and above all poor communication from the team. Today we’re taking responsibility and promising a path forward to make investors whole. For the record, we have previously developed projects , and the funds raised from investors went fully into development. Also, at the same time the team has barely sold any of the team token from these projects - all provable on chain. We even had instances where we took the money out of our own pockets to refund the seed investors when a failed project was shutting down. If you have been one of our past investors, I hope you at least have the courtesy to confirm this. Above are not excuses for the disappointment of but simply a glimpse into our past actions, and to enforce the truth that we never intended to rugpull anyone. Now, regarding the team, or the founder, has not cashed out, or “exit-scammed” any of the presale money apart from the funds used to develop the project. To better address this, we plan to move the rest of the presale money to a public wallet some time this as soon as we start the compensation process. The presale was conducted back in March, admittedly when the presale hype was at its peak which was a double-edged sword. Right as the presale concluded, we got right to building & in a span of 5 months the team tried again and again to deliver on our promises - which is an AI project and potentially and ecosystem of products on SOL. We had built @anotherus_ai, then @intent_trade and then @gmdotfun, and the core gm model that powers it all. Needless to say, none of these products has found PMF, which is one of the reasons why we kept delaying the token launch. The pressure to deliver something great was too much and we faltered. The token launch was a shit show. However, to say that we took the money and do nothing with it is a false accusation. Investors compensation plan Moving forward, we believe there are options to at least make it up partially for $GM investors. We’ll be sharing the full details this Friday.