Now you can build YOUR OWN Claude Code…
Anthropic has made Claude Code MODIFIABLE. This is going to get absurd. Some top ideas: → a System One / Jev type code-review layer that reviews architecture, bugs, spec drift and risky changes → a harness style
DeepSeek was China's proudest moment.
A fraction of OpenAI's budget. A fraction of the staff. A better model. Everyone assumed better algorithms. That is not what happened. DeepSeek created thousands of accounts and mirrored OpenAI's database. Then it gets worse. Chinese
Reasoning from scratch, round number 6!
An introduction (and implementation) of Reinforcement Learning with Verifiable Rewards (RLVR) and Group Relative Policy Optimization (GRPO). 00:00 Introduction 01:54 What makes a reasoning model different? 04:25 Reasoning traces and model
Six AI models ran live stock trades side by side.
DeepSeek-v3.1 walked out at +16.46%, leading the pack. Same universe. Same tickers. NVDA, AAPL, AMD, AVGO. Different decisions on every candle. Five models fought for second place. One model read the sector rotation first. Most
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