Reading model benchmarks like a pro, Mythos is looming, and Claude talk caveman, save big token

Is the secret to slashing your token costs by 65% forcing your LLM to speak like a caveman? This week on the Friday Deploy, Andrew and Ben test out a hilarious new Claude plugin that reduces AI output to primitive shorthand before diving into Anthropic's $100 million push to win the cybersecurity arms race with Project Glasswing. The hosts also unpack the sudden release of four game-changing open-source models—including Gemma 4 and Holo3—and explain why modern AI benchmarks are proving that humans still have a cognitive edge. Finally, they wrap up by sharing how they deploy custom background agents to hack their way through expo floors at industry conferences.

Read the guide: The APEX Framework

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• Project Glasswing
• Tool School: Benchmarking 101 (How To Read AI Model Report Cards)
• Four Open Models Just Proved You Can Own Frontier AI at Every Scale
• JuliusBrussee/caveman

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