The Future is still Narrow AI
I can see a deluge of Linkedin Posts about GPT 5.2.
Of course it is a great progress, don’t get me wrong. But IMHO, the future will still be Narrow AI and most industries in any domain will benefit from Narrow AI rather than General AI.
If you are wondering what is Narrow AI, see my post from a few days ago – https://lnkd.in/guGcjU9K
Frontier model progress often cascades downstream. Distilled models from likes of GPT-5.2 or Gemini-3 will drive more accurate and practical real world results.
However these frontier models by themselves will lack few things.
📌 General Intelligence ≠ Domain Mastery
GPT-5.2 is phenomenal at breadth. From what I glean from various technical benchmarks, it is great at Language, Reasoning, Summarization, Code and
even advanced mathematical problems (AIME 2025) !!
But real business problems don’t fail because of lack of intelligence.
They fail because of lack of context, constraints, accountability and guard rails.
A general model knows many things.
A narrow model knows few things deeply.
We at Aryma Labs have designed some cutting edge Gen AI products for Marketing Mix Modeling and Marketing Measurement through clever usage of Narrow AI.
Our products – MMMGPT, MMM Synapse, MMM singularity and Aryma Nebula are all trained on:
✅10+ years of MMM consulting wisdom
✅ Causal insights
✅ Incrementality patterns
✅ Attribution prediction divergences
✅ Experiment learnings
✅ Media Saturation behaviors
✅ Channel specific quirks
and most importantly
✅ Statistical and Domain guard rails
📌 The result:
The early feedback on all our Gen AI products have been overwhelming. Some people even tried to trick the product (MMM singularity) to make it give causal statements. But it held up and did not give causal statements.
Rather it suggested to carry out confirmatory causal tests.
I am overall very bullish about AI especially Narrow AI.
If you want to try our Gen AI products for free, below are the sign up links.
Aryma Nebula – https://lnkd.in/gcxJipg7
MMM Singularity – https://lnkd.in/gBiS_tuG
MMM Synapse – https://lnkd.in/gNkApS5d
MMMGPT – https://lnkd.in/gmq_TFEH
