Tootfinder

AI and the railway mania
Michael Roberts.
"A widely cited study from MIT found that so far, 95 per cent of generative AI projects produce no return in productivity growth or profits. To justify the required investment, annual data-centre revenues would need to rise from $20bn today to about $2trn.  Existing revenues will fall short by $800bn.."

AI and the railway mania
The AI bubble continues. The Magnificent Seven of tech media continue to drive the US stock market, along with the AI companies. The ten largest US companies by stock market value, holdin…

AI-assisted Programming May Decrease the Productivity of Experienced Developers by Increasing Maintenance Burden
Feiyang (Amber), Xu, Poonacha K. Medappa, Murat M. Tunc, Martijn Vroegindeweij, Jan C. Fransoo
https://arxiv.org/abs/2510.10165

AI-assisted Programming May Decrease the Productivity of Experienced Developers by Increasing Maintenance Burden
Generative AI solutions like GitHub Copilot have been shown to increase the productivity of software developers. Yet prior work remains unclear on the quality of code produced and the challenges of maintaining it in software projects. If quality declines as volume grows, experienced developers face increased workloads reviewing and reworking code from less-experienced contributors. We analyze developer activity in Open Source Software (OSS) projects following the introduction of GitHub Copilot.…

Spiral Model Technique For Data Science & Machine Learning Lifecycle
Rohith Mahadevan
https://arxiv.org/abs/2510.06987 https://arxiv.org/pdf/2510.06987…

Spiral Model Technique For Data Science & Machine Learning Lifecycle
Analytics play an important role in modern business. Companies adapt data science lifecycles to their culture to seek productivity and improve their competitiveness among others. Data science lifecycles are fairly an important contributing factor to start and end a project that are data dependent. Data science and Machine learning life cycles comprises of series of steps that are involved in a project. A typical life cycle states that it is a linear or cyclical model that revolves around. It is…