Skip to content
Sign in
Artwork for Clown Cast
Clown Cast · September 23 · 17 min

Why the Skeptics Called It Right

When AI vendors themselves publish warnings about using AI for factory automation, it's worth listening. This episode launches a new series on industrial controls by examining why both skeptics and Silicon Valley agree: AI hasn't solved manufacturing yet. From Unitronics' cautionary tale to the fundamental challenges of deterministic, safety-critical code, we explore the gap between AI hype and factory floor reality. 0:00 - Opening: The case for human oversight in factory code 2:30 - The irony: AI vendors warning about their own products 5:45 - Why factory automation is different (determinism, safety, certification) 9:15 - The research question: Why hasn't AI disrupted manufacturing? 13:00 - Introducing a new series on industrial controls --- Sources & further reading: • All URLs fetched on 2026-09-22 unless marked internal. • [vendor, primary for its own definitions] Rockwell Automation, "Programmable Controllers" • product page: https://www.rockwellautomation.com/en-us/products/hardware/programmable-controllers.html • — the PLC definition, the FAQ, and "this cycle repeats in milliseconds." Checked 2026-09-22. • [standards body] IEC, IEC 61131-3:2025, edition 4.0, published 2025-05-22 • scope: ST, LD, FBD, SFC. Only the product page: https://webstore.iec.ch/en/publication/68533 • was read. Checked 2026-09-22. • [government, primary] U.S. General Services Administration, CALC+ Ceiling Rates API • and: https://api.gsa.gov/acquisition/calc/v3/api/ceilingrates/?keyword=PLC%20programmer • ?keyword=controls%20engineer — the "PLC Programmer" row ($156.78) and the 14 controls-engineer • rows ($129.29–$198.62). Queried 2026-09-22. The data is live, so re-query before reuse. • [government, primary] GSA, *User Guide — CALC+ Quick Rate Hourly Labor Ceiling Rates* • — "not-to-exceed 'ceiling' prices…", "should not be viewed as exact estimates." Checked • 2026-09-22. • [trade blog, parts vendor, no survey cited] Industrial Monitor Direct, "PLC Programmer Hourly • Rates: What Companies Charge vs What You Earn," 2026-05-02 • — $65–125/hr. Checked 2026-09-22. • [trade blog, parts vendor, no survey cited] Industrial Monitor Direct, "PLC Programming Rates • Freelance Developer Pricing Guide," 2026-04-18 • — $75–125 freelance, $75–300 specialized/contract. Checked 2026-09-22. • [not usable] Control Engineering, "System integrators are a good investment," • returned HTTP 403 on: https://www.controleng.com/system-integrators-are-a-good-investment/ • 2026-09-22 and wasn't read. Nothing here rests on it. • [vendor trade article, promotes its own AI tool] Unitronics, "What If PLC Programming Started • With a Sentence?", ManufacturingTomorrow, 2026-09-16 • — "PLC code controls physical equipment…" and "the final responsibility lies with the engineer • who must verify". Checked 2026-09-22. • [vendor product page] Rockwell Automation, FactoryTalk Design Studio • Copilot "generate PLC code" from "natural language prompts"; agents keep "engineers ... in • control throughout the process". Page references v2.06. Checked 2026-09-22. • [vendor product page] Siemens, Eigen Engineering Agent • exists and is: https://www.siemens.com/en-us/products/tia-portal/eigen-engineering-agent/ • connected to TIA Portal. Its productivity claims aren't used here (held for ep-09). Checked • 2026-09-22. • [industry association guidance] The 61508 Association, *Integrated and Separate? A document to • aid the demonstration of Independence between Control & Safety*, Rev 2, 2017-12-18 • the "sufficient: https://61508.org/wp-content/uploads/2023/11/Intro-Combined-BPCS-SIS-V2_.pdf • independence of the people involved" line; cites IEC 61511-1 clause 11.2. Checked 2026-09-22. • [preprint, peer review status unknown] Tu, Wang, Zhou, et al. (13 authors), *SemaPLC: A • Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation*, arXiv:2608.18565 • …and 22 more in the episode research notes This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.

0:00-17:26
Play in

transcript

No transcript — this publisher did not publish one.

show notes

When AI vendors themselves publish warnings about using AI for factory automation, it's worth listening. This episode launches a new series on industrial controls by examining why both skeptics and Silicon Valley agree: AI hasn't solved manufacturing yet. From Unitronics' cautionary tale to the fundamental challenges of deterministic, safety-critical code, we explore the gap between AI hype and factory floor reality.

0:00 - Opening: The case for human oversight in factory code
2:30 - The irony: AI vendors warning about their own products
5:45 - Why factory automation is different (determinism, safety, certification)
9:15 - The research question: Why hasn't AI disrupted manufacturing?
13:00 - Introducing a new series on industrial controls

---
Sources & further reading:
• All URLs fetched on 2026-09-22 unless marked internal.
• [vendor, primary for its own definitions] Rockwell Automation, "Programmable Controllers"
• product page: https://www.rockwellautomation.com/en-us/products/hardware/programmable-controllers.html
• — the PLC definition, the FAQ, and "this cycle repeats in milliseconds." Checked 2026-09-22.
• [standards body] IEC, IEC 61131-3:2025, edition 4.0, published 2025-05-22
• scope: ST, LD, FBD, SFC. Only the product page: https://webstore.iec.ch/en/publication/68533
• was read. Checked 2026-09-22.
• [government, primary] U.S. General Services Administration, CALC+ Ceiling Rates API
• and: https://api.gsa.gov/acquisition/calc/v3/api/ceilingrates/?keyword=PLC%20programmer
• ?keyword=controls%20engineer — the "PLC Programmer" row ($156.78) and the 14 controls-engineer
• rows ($129.29–$198.62). Queried 2026-09-22. The data is live, so re-query before reuse.
• [government, primary] GSA, *User Guide — CALC+ Quick Rate Hourly Labor Ceiling Rates*
• — "not-to-exceed 'ceiling' prices…", "should not be viewed as exact estimates." Checked
• 2026-09-22.
• [trade blog, parts vendor, no survey cited] Industrial Monitor Direct, "PLC Programmer Hourly
• Rates: What Companies Charge vs What You Earn," 2026-05-02
• — $65–125/hr. Checked 2026-09-22.
• [trade blog, parts vendor, no survey cited] Industrial Monitor Direct, "PLC Programming Rates
• Freelance Developer Pricing Guide," 2026-04-18
• — $75–125 freelance, $75–300 specialized/contract. Checked 2026-09-22.
• [not usable] Control Engineering, "System integrators are a good investment,"
• returned HTTP 403 on: https://www.controleng.com/system-integrators-are-a-good-investment/
• 2026-09-22 and wasn't read. Nothing here rests on it.
• [vendor trade article, promotes its own AI tool] Unitronics, "What If PLC Programming Started
• With a Sentence?", ManufacturingTomorrow, 2026-09-16
• — "PLC code controls physical equipment…" and "the final responsibility lies with the engineer
• who must verify". Checked 2026-09-22.
• [vendor product page] Rockwell Automation, FactoryTalk Design Studio
• Copilot "generate PLC code" from "natural language prompts"; agents keep "engineers ... in
• control throughout the process". Page references v2.06. Checked 2026-09-22.
• [vendor product page] Siemens, Eigen Engineering Agent
• exists and is: https://www.siemens.com/en-us/products/tia-portal/eigen-engineering-agent/
• connected to TIA Portal. Its productivity claims aren't used here (held for ep-09). Checked
• 2026-09-22.
• [industry association guidance] The 61508 Association, *Integrated and Separate? A document to
• aid the demonstration of Independence between Control & Safety*, Rev 2, 2017-12-18
• the "sufficient: https://61508.org/wp-content/uploads/2023/11/Intro-Combined-BPCS-SIS-V2_.pdf
• independence of the people involved" line; cites IEC 61511-1 clause 11.2. Checked 2026-09-22.
• [preprint, peer review status unknown] Tu, Wang, Zhou, et al. (13 authors), *SemaPLC: A
• Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation*, arXiv:2608.18565
• …and 22 more in the episode research notes

This podcast episode was fully generated by AI — research, script, voices, and production. Built with Claude, Piper TTS, and automated pipeline tooling.

more episodes

All episodes