The value is real. The spend is real. And the gap between the companies getting one in exchange for the other and the companies getting neither has never been wider. Six months into 2026, the top one percent of firms spend $7,450 per employee per month on AI while the median firm spends $11 — a 680x gap. The question in every boardroom has sharpened from “does AI work?” to “show me the ROI.”
In this special episode of Talking AI, host Matt Paige hands the mic to an AI. Hatchworks AI just released its State of AI 2026: Mid-Year Reality Check — a comprehensive look at what has fundamentally changed since January and where AI is headed in the second half of the year — and instead of publishing it only as a written report, the team used ElevenLabs to turn the full report into an audio experience. The voice is AI-generated. The research, analysis, and point of view come directly from co-authors Brandon Powell, Matt Paige, and Omar Shanti.
The report covers the step change in model capability that ended the plateau debate, the shift from token maxing to “show me the ROI,” the lab landscape’s new equilibrium, the 18-day Fable 5 ban and the arrival of trust-tiered AI, sovereign AI moving into procurement reality, open models as the enterprise hedge, Coinbase’s five tactics for blended intelligence, the new enterprise AI stack, the double agent problem, the jobs data that runs against the doom narrative, and nine calls for the second half of 2026.
In this episode, you’ll hear about:
- The ten numbers that define AI at mid-year — from a 3x jump in long-horizon capability to a 680x spend gap between the top 1% of firms and the median
- Why January’s “models are plateauing” consensus got overtaken — and why “the technology isn’t ready” has expired
- The three places ROI variance actually lives: data connection, workflow embedding, and adoption
- The lab landscape’s new equilibrium — Anthropic as the enterprise incumbent, OpenAI’s agentic comeback, and two confidential IPO filings near $1 trillion valuations
- SpaceX’s $60 billion all-stock acquisition of Cursor’s parent company, Anysphere, and why distribution is now the game
- The 18-day Fable 5 ban, identity verification, and what trust-tiered AI means for enterprise buyers
- Sovereign AI getting real — Palantir, NVIDIA Nemotron, and owned weights in air-gapped environments
- Open source as the enterprise hedge, and the advisor model pattern for blending frontier and open models
- Coinbase’s five tactics for cutting AI spend roughly in half while token usage kept growing
- The new enterprise AI stack: the intelligence layer, skills, loops and the agent harness, and bring your own agent
- The double agent problem, agentic zero trust, and why agents need first-class identity
- The jobs data — heavy AI adopters growing headcount 10%, entry-level roles 12% — plus the rise of the forward deployed engineer and nine predictions for H2 2026
Key Moments:
- 00:01:30 — Chapter 1: Mid-year by the numbers — ten numbers, ten storylines
- 00:03:35 — Chapter 2: The plateau that wasn’t — the step change in model capability
- 00:06:55 — Chapter 3: From token maxing to “show me the ROI”
- 00:11:10 — Chapter 4: The lab landscape’s new equilibrium — Anthropic, OpenAI, and the IPO filings
- 00:14:20 — Chapter 5: The distribution and price frontier — Google, Nemotron, SpaceX–Cursor, and the Chinese open weight labs
- 00:18:20 — Chapter 6: Fable, the 18-day ban, and the arrival of trust-tiered AI
- 00:23:30 — Chapter 7: Sovereign AI gets real
- 00:26:00 — Chapter 8: Open source is the enterprise hedge
- 00:29:30 — Chapter 9: Case study — Coinbase and five tactics for blended intelligence
- 00:33:05 — Chapter 10: The new enterprise AI stack
- 00:39:00 — Chapter 11: Agent identity and the double agent problem
- 00:42:35 — Chapter 12: The jobs question — watch the net, not the headlines
- 00:46:30 — Chapter 13: The bottleneck is still human — the forward deployed engineer
- 00:49:20 — Chapter 14: Nine calls for the second half of 2026
- 00:51:10 — Chapter 15: CEO commentary — the view from the field with Brandon Powell
Key Links:
Mentioned in this episode:
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