What surprised us
Agents quietly overtook chat as the unit of work.
By Q2 2026, 38% of Pro-tier ChatGPT use was Agent mode. The interface paradigm shifted from chat to delegation — and most enterprise software hasn't caught up.
N° 04 · Signals
Quant signals from the AI economy of 2026 — interpreted for operators. We update as the data shifts.
◉ Market signal · Q2 2026
RecalibratingAgent mode
38%
+12 pts
MCP adopt.
5.4x
+540%
Open weight
0.92
↑ parity
◉ The signal
"Read the red line. The black noise is just history."
6 signals · refreshed weekly
Generative video TAM 2027
$8.6B
+412%
Veo, Sora, Higgsfield drive the shift from agency footage to AI-first campaigns.
MCP servers shipped
11,400+
+1,800/mo
Connector ecosystem now bigger than Zapier's first 4 years combined.
AI search referral share
9.4%
+6pt YoY
ChatGPT + Perplexity + Gemini now route nearly 10% of brand discovery traffic.
On-model AI photo cost
£0.40
−92%
Caimera/Botika cut PDP photography cost by an order of magnitude.
Open weight share of inference
37%
+19pt
Llama + DeepSeek + Mistral now serve over a third of enterprise inference.
AI feature decay (overhyped)
Avatars
Saturated
Generic AI spokespeople plateaued — Hedra-grade performance pulls ahead.
What surprised us
By Q2 2026, 38% of Pro-tier ChatGPT use was Agent mode. The interface paradigm shifted from chat to delegation — and most enterprise software hasn't caught up.
What is overhyped
Beyond Hedra-grade performance, talking-head avatars plateaued. Audiences detect generic motion within seconds and unfollow. Spend the budget on script and editing.
Act on now
MCP is the single highest-leverage move for ops teams. One protocol replaces months of integration work. Brands that wire MCP now will move 5x faster in 2027.
Watch
DeepSeek R2 + Llama 4 now match frontier reasoning at a 20x cost discount. Workloads will quietly migrate from premium APIs to self-hosted open models.
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