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Reward Design Is the Hard Part: Building Verifiable Rewards for Tool-Using Agents
Photo by Todd Quackenbush on Unsplash RLVR works beautifully for math. Generate a response, extract the final answer, compare it to ground truth, and assign 1 or 0. No reward model to train, no human ...
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How Claude Runs Your Real Estate Business While You Sleep
The complete playbook for solo investors using Claude to analyze deals, manage tenants, handle finances, and compound wealth â without hiring a single employee. Why Real Estate Is the Perfect Passive...
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OpenAI's Embeddings Fell to 13th of 15 â I'm Ditching Them for a Free Model That Wins by 11 Points
The most widely deployed embedding model in production RAG systems â OpenAIâs text-embedding-3-large â now sits 13th out of 15 on the 2026⌠Continue reading on Towards AI
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