Mastodawn

1/4 of US-Trained Scientists Eventually Leave. Is the US Giving Away Its Edge?

#HackerNews #USScientists #Expatriation #BrainDrain #InnovationEdge #SciencePolicy

A Quarter of US-Trained Scientists Eventually Leave. Is the US Giving Away Its Edge?

Using newly-assembled data from 1980 through 2024, we show that 25% of scientifically-active, US-trained STEM PhD graduates leave the US within 15 years of graduating. Leave rates are lower in the life sciences and higher in AI and quantum science but overall have been stable for decades. Contrary to common perceptions, US technology benefits from these graduates' work even if they leave: though the US share of global patent citations to graduates' science drops from 70% to 50% after migrating, it remains five times larger than the destination country share, and as large as all other countries combined. These results highlight the value that the US derives from training foreign scientists - not only when they stay, but even when they leave.

arXiv.org

Nix Jul 3, 2024

Off-the-Shelf Software Limitations: Unveiling the Gap

While off-the-shelf software promises convenience and affordability, businesses often find themselves grappling with limitations that hinder their growth and competitiveness. These one-size-fits-all solutions, though tempting, frequently fail to address the unique needs and complexities of individual organisations, forcing companies to compromise on functionality, scalability, and innovation.

Customisation Constraints: Every business is unique, with distinct processes, workflows, and requirements. Off-the-shelf software, designed to cater to a broad market, inherently lacks the flexibility to adapt to specific business needs. Consequently, companies are forced to conform their operations to the software's capabilities, leading to inefficiencies and decreased productivity.

Lack of Differentiation: In today's highly competitive landscape, businesses must differentiate themselves to gain a competitive edge. However, off-the-shelf software, by its very nature, provides a homogeneous experience, making it challenging for companies to stand out and offer unique value propositions to their customers.

Limited Innovation: Off-the-shelf software vendors prioritise maintaining a standardised product for their customer base, often resulting in a slower pace of innovation. This can leave businesses at a disadvantage, as they may not have access to cutting-edge technologies or features that could provide them with a competitive advantage.

To overcome these limitations, more businesses are turning to custom software development, tailored to their specific needs. By leveraging the expertise of professional software developers, companies can create solutions that align perfectly with their unique requirements, enabling them to optimise processes, drive innovation, and stay ahead of the curve.

#CustomSoftwareDevelopment #BusinessGrowth #Scalability #Competitiveness #InnovationEdge #TheShiftleft