🌙 Reddit 晚间精选

Using OpenClaw to automate my entire creative workflow from concept to final render. The judges were blown away by the efficiency and quality. OpenClaw handled the rendering queue, asset management, and even some creative decisions based on my style preferences. This is a game changer for independent creators.

Saw a post about someone burning through $250K in API tokens for no real reason. Is this the new flex in tech? Are we just throwing money at LLMs to see what sticks? The economics of AI development is getting wild. What's everyone else's monthly API spend looking like?

The lawsuit alleges that xAI scraped personal data from these minors' social media profiles without consent. This could set a major precedent for AI training data regulations. Legal experts are watching closely as this touches on the intersection of COPPA, data privacy, and AI training practices.

Built an EA around divergences but not in the typical 'RSI divergence = buy/sell' way. It's combining structure, momentum, and volatility so it's not just firing signals like hell. 15+ years of data using rolling windows. Walk-forward testing shows consistency picks up once conditions align. Regular divergence around 90%+ directional accuracy. Hidden slightly lower but still solid. Entries worked better using trailing logic instead of fixed triggers.

It is clear that we started this war due to pressure from Israel and its powerful American lobby. Iran posed no imminent threat. This is a war of choice, not necessity. History will not be kind to those who enabled this conflict.

With the major providers all announcing paid tiers and rate limiting free tiers aggressively, it feels like the wild west days of free AI experimentation are ending. OpenClaw's local model support is looking more attractive by the day. What's everyone's strategy for managing costs as the free tiers shrink?

The IRIS Dena was a naval vessel with over 100 crew members. This attack marks a significant escalation in the conflict. International maritime law experts are questioning the legality of targeting naval vessels in international waters.

From wake-up alarm to coffee brewing to checking my calendar and summarizing my day's priorities - all automated through OpenClaw. The integration with my smart home devices made this possible. Took about a week to set up but now it's seamless.

Most people optimize on the entire dataset and call it a day. That's how you get curve-fitted garbage. Walk-forward analysis is the only way to validate that your edge actually exists. The key is out-of-sample testing on data your model has never seen.

It was regrettable that no Muslim country stood with the Iranian people during the attacks. His last message to the Muslim countries: America & Israel on one side, Iran & resistance on the other. Muslim nations must choose, America holds no loyalty to you. Reflect. History will remember where you stood.