Topic
Token Efficiency
3 episodes
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Overview: Token Economics
We finally slow down on Token Economics: why tokens are the meter for cost, speed, memory, and product decisions in language models. We keep using the tiny-slip postage analogy until the whole thing clicks, from tokenization to context windows to real API bills.
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SpaceXAI releases Grok 4.5, which Elon describes as an 'Opus class model' | TechCrunch
SpaceXAI unveils Grok 4.5 as an Opus-class model, touting two-times token efficiency and lower prices than Anthropic's Opus 4.7 and OpenAI's GPT 5.6 Luna. Fern sees a practical play for cost-sensitive users and asks if the agentic training on Cursor really changes anything. Lintel digs into the benchmarks and pricing math, pushing back on how much the claims actually hold up without hands-on testing.
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Anthropic Lead: HTML Increasingly Better Than Markdown at Keeping Humans Engaged in Agentic Loops
Justy and Cody dig into Anthropic's HTML-over-Markdown argument and land on a pretty specific read: this is less a format holy war than an interface fix for long agent workflows where humans still need to steer, review, and stay mentally present.