Trading Socrates
7.8K posts

Trading Socrates
@dravitch
muslim ~ poet ~ philosopher ~ strategist ~ optimizer ~ synergist ~ NOSTR: npub1vhfl0dms4gpspr77hcd3unm0ycf06phfpr7p9lwtsynwzqe0d8nqafulkj

Nvidia has teamed up with smart energy startup Span and homebuilder PulteGroup to install mini AI data centers — called XFRA units — directly on new homes. Using liquid-cooled RTX PRO 6000 Blackwell GPUs and unused grid capacity, the system deploys AI compute 6x faster and at one-fifth the cost of traditional data centers, while homeowners get paid a flat fee for power and Wi-Fi. #Nvidia #AIDataCenter #Span #PulteGroup #XFRA #HomeAI #BlackwellGPU #ArtificialIntelligence #TechNews #FutureOfAI







the fastest growing GitHub repos in finance this week: 1. TauricResearch/TradingAgents (+9.3K ★) multi-agent LLM framework that runs like a trading firm — analysts, researchers, risk managers all debate before a position opens. works with GPT-5, Claude, Grok, Gemini. 2. virattt/ai-hedge-fund (49.6K ★) team of LLM agents that each play a different role: bull, bear, fundamentals, technicals, risk. the closest thing to an actual AI fund on GitHub. 3. NoFxAiOS/nofx (11.2K ★) autonomous AI trading assistant. picks its own models, pulls its own market data, decides when to trade. added safe mode this week. auto-protects positions when AI fails 3+ times consecutively. 4. Jon-Becker/prediction-market-analysis (2.3K ★) largest public dataset of Polymarket + Kalshi trade history. 36GB. researchers are already publishing papers on top of it. 5. pmxt-dev/pmxt (1.2K ★) CCXT but for prediction markets. one API across Polymarket, Kalshi, Limitless, Myriad. active fixes shipping all week. bookmark this and start today.




Fier d’être Québécois.


PSA: If you've been running out of Claude session quotas on Max tier, you're not alone. Read this. Some insane Redditor reverse engineered the Claude binaries with MITM to find 2 bugs that could have caused cache-invalidation. Tokens that aren't cached are 10x-20x more expensive and are killing your quota. If you're using your API keys with Claude this is even worse. This is also likely why this isn't uniform, while over 500 folks replied to me and said "me too", many (including me) didn't see this issue. There are 2 issues that are compounded here (per Redditor, I haven't independently confirmed this) : 1s bug he found is a string replacement bug in bun that invalidates cache. Apparently this has to do with the custom @bunjavascript binary that ships with standalone Claude CLI. The workaround there is to use Claude with `npx @anthropic-ai/claude-code` 2nd bug is worse, he claims that --resume always breaks cache. And there doesn't seem to be a workaround there, except pinning to a very old version (that will miss on tons of features) This bug is also documented on Github and confirmed by other folks. I won't entertain the conspiracy theories there that Anthropic "chooses" to ignore these bugs because it gets them more $$$, they are actively benefiting from everyone hitting as much cached tokens as possible, so this is absolutely a great find and it does align with my thoughts earlier. The very sudden spike in reporting for this, the non-uniform nature (some folks are completely fine, some folks are hitting quotas after saying "hey") definitely points to a bug. cc @trq212 @bcherny @_catwu for visibility in case this helps all of us.














