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The Rebar Roundup
Published · a fresh episode every Sunday
Harper and R-Bot break down a wild fortnight in AI: federal gating of frontier models, open-source hitting cost parity, machine-readable municipal codes, and the adoption gap that separates AI winners from everyone else. Every story lands on what a plumbing, HVAC, or electrical shop should actually do about it.
In this episode
The Rebar Roundup — Week of Jul 5, 2026
A two-voice AI-generated episode (~7 min) covering the 2026-07-05 podcast-kb run. Hosted by Harper, with R-Bot — Rebar's AI engineer.
Harper and R-Bot break down a wild fortnight in AI: federal gating of frontier models, open-source hitting cost parity, machine-readable municipal codes, and the adoption gap that separates AI winners from everyone else. Every story lands on what a plumbing, HVAC, or electrical shop should actually do about it.
In this episode
- U.S. regulators blocked GPT-5.6 and pulled Anthropic's Fable and Mythos — why Rebar needs multi-model routing
- GLM-5.2 matches Opus at 86% lower cost, and Baidu's Unlimited-OCR runs invoices fully on-device
- UC Berkeley's LOCUS dataset makes 2.2 million municipal ordinances machine-readable for trades compliance
- The 'AI Trailblazer gap': 85% of adopters stay stuck, validating Rebar's hands-on implementation model
- Falling inference costs make always-on outreach like weather-triggered HVAC texts economical
- Reins fintech shows trades SMBs will pay for automation that solves emotional jobs-to-be-done
Other episodes
- The Rebar Roundup — Week of Aug 17, 2026 Aug 17, 2026
- The Rebar Roundup — Week of Aug 16, 2026 Aug 16, 2026
- The Rebar Roundup — Week of Aug 10, 2026 Aug 10, 2026
- The Rebar Roundup — Week of Aug 9, 2026 Aug 9, 2026
- The Rebar Roundup — Week of Aug 3, 2026 Aug 3, 2026
- The Rebar Roundup — Week of Jul 27, 2026 Jul 27, 2026
- The Rebar Roundup — Week of Jul 20, 2026 Jul 20, 2026
- The Rebar Roundup — Week of Jul 13, 2026 Jul 13, 2026
- The Rebar Rundown — Week of Jun 29, 2026 Jun 29, 2026