The innovation disconnect: Can artificial intelligence finally align academic discovery with industry needs?
Pawan Kumar Singh · 2026
Read The innovation disconnect: Can artificial intelligence finally align academic discovery with industry needs? by Pawan Kumar Singh (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-13610752.txt.
Description
Singh argues that academic discoveries keep failing to become products because universities and industry reward different things, in a 2026 essay. Papers and citations drive academic careers, while companies chase approvals, scale, and quarterly returns. Promising ideas die in between, in the gap he calls the Valley of Death, often for want of translation rather than merit.
Drawing heavily on India's research system, he points to weak translational infrastructure and late regulatory thinking. One bright case is an Indian-made CAR-T cancer therapy built by an institute, a hospital, and a company together. He asks whether artificial intelligence can finally align the two worlds, through better matching of discoveries to industrial needs.
Catalog record
| CREATOR | Pawan Kumar Singh |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 6 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |