A decentralized AGI that evolves, thinks, and discovers. Here’s what makes AIGarth the most radical AI project alive: Today’s AI systems—ChatGPT, Gemini, Tesla Vision—are narrow tools. They do one thing well. But they can’t learn from the real world, grow on their own, or truly understand anything. AIGarth is built to change that. Instead of…

Top LLMs outperform classic baselines like Momentum, Contrarian, Mean Reversion, Gjerstad-Dickhaut, Risk-Aware, Q-Learning, Genetic GDX, Sniper, Roth-Erev. Four market conditions (distributions): uniform, correlated, bimodal, heavy-tailed.

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Most of the lead gen stuff I’ve seen is super focused on eth and BNB, but it feels like everyone is hitting the same audiences over and over. Anyone found good sources outside the usual channels? \*that aren’t full of NFT bots lol.

I’ve been sourcing overstock pallets of name-brand products, including Star Wars toys, Nespresso machines, Hart tools, and other well-known brands. However, I’ve run into challenges when advertising them—Google and Facebook restrict these listings to authorized dealers only. Since I recently launched a website to sell these products, I’d love to hear suggestions on the most…

Bitcoin’s distribution is a fascinating subject, tying together elements of technology, finance, and human behavior. While a small number of masters currently hold sway over the Bitcoin kingdom, the landscape is ever-evolving. Greater ownership distribution could eventually be part of Bitcoin’s growth story, fostering a more truly decentralized currency system. If you’re considering stepping into…

Hey folks, I have been trying to implement a research paper that utilized differential transformer block  attention [https://arxiv.org/abs/2502.13189](https://arxiv.org/abs/2502.13189) as a means to denoise background noise from  biological sounds, While training the model I am constantly running into numeric instability (nan loss), specifically this step : — lambda\_val = torch.exp(lambda\_q1\_dot\_k1) – torch.exp(lambda\_q2\_dot\_k2) + self.lambda\_init Most probably due to…

I’m looking for an AI model that can give deep, thoughtful feedback on literary prose—narrative flow, voice, pacing, style—not just surface-level grammar fixes. Looking for SOTA. I write in Italian. Right now I’m testing **Grok 4 through OpenRouter’s API**. For anyone who’s tried it: * Does Grok 4 behave the same via OpenRouter as it does…

For the last decade or so, all of my websites were ranking pretty well on Google, but not ranking at all on Bing. However since 2023-24, my Google rankings started to decline, while all of my websites started to rank really well on Bing (1st – 3rd position). It seems that most of the ranking…