Deep Moat

Opus 4.8 Just Exposed Anthropic's Biggest Problem


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Opus 4.8 is 61% cheaper than 4.7 and a bit smarter on most benchmarks, but it lost something on the way there. This week we break down what Anthropic traded for that price drop, why everyone in business suddenly talks about Claude instead of ChatGPT, and what Uber's $1,500/month per-employee AI cap signals about where enterprise spending is headed.

We also get into the new effort levels in Claude, whether Opus 4.x has hit a ceiling that only a new architecture can break, NVIDIA's Vera CPU built specifically for agentic workflows, and why "half your customers being AI agents" is closer than most businesses are planning for.

Chapters:

0:00 Intro & Opus 4.8 release

2:58 Why Claude lost its personality

4:19 Picking the right effort level

5:16 Has Opus 4.x hit a ceiling?

6:25 Claude is overtaking ChatGPT

8:49 Claude for work, ChatGPT for personal?

11:35 Uber's $1,500 AI spend cap

14:30 How to actually measure AI ROI

16:18 NVIDIA's Vera CPU for agents

17:21 Agent-to-agent payments are coming

...more
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Deep MoatBy Lucian Armasu & John Komarek