3 mn read While discussions have been ongoing regarding the use of fine-tuned Large Language Models (LLMs) for specific enterprise needs, the high cost associated with cloud-based LLMs, including subscription fees and API usage charges, is becoming increasingly evident. This cost barrier has been a major hurdle for many enterprises seeking to transition GenAI-powered solutions from pilot programs […]
4 mn read The demand for guaranteed product quality through comprehensive traceability is rapidly spreading beyond the pharmaceutical industry and into other manufacturing sectors. This rising demand stems from both increased customer awareness and stricter regulations. To address this need, manufacturers are turning to Product Traceability, also known as Product Genealogy, solutions. Efforts over the past 4-5 years, […]
< 1 mn read I am in total agreement with Morgan Zimmerman, Dassault Systems quote in TOI today. Every industry has its own terminologies, concepts, names, words i.e Industry Language. He says even a simple looking word like “Certification” have different meanings in Aerospace vs life sciences. He recommends use of Industry specific language and your own company specific […]
5 mn read Today almost all manufacturing verticals are highly competitive making it necessary to avoid any breakdown of the equipment in manufacturing process. This has made the past practice of Reactive Maintenance unacceptable. Aiming to eliminate breakdowns has other benefits like improved employee motivation, reduction in opportunity costs, and reduction in production cost. There are broadly 6 […]
2 mn read Let me first wish you all a happy Navratri Festivities. I still fondly remember the Durga Pooja days during my Indian Statistical Institute years. However, we also need to remember we are in the midst of two wars, one in Ukraine and other in Middle East. We wish solutions are found and further loss of […]
3 mn read The Public Domain is full of initiatives by many Law Universities, large law firms, and various government departments on the topic of “AI and Law “. I was happy to see a news article a few days ago about the Indian Consumer grievances cell thinking about using AI to clear a large number of pending cases. They […]
2 mn read Few weeks ago, I saw a news article about risks of unregulated AI. The news article quoted that in USA, Police came to a house of a 8 months pregnant African American lady and arrested her due to a facial recognition system identified her as the theft suspect in a robbery. No amount of pleading […]
5 mn read I have written some time back about EU AI Act draft circulation. After more than 2 years, there is some more movement in making this a EU Law. In June 2023, the EU Parliament adapted the draft and a set of negotiating principles and the next step of discussions with member countries has started. The […]
3 mn read I will be referring to the following 3 papers on this very interesting topic. (1} https://link.springer.com/article/10.1007/s43681-021-00043-6 Sustainable AI: AI for sustainability and the sustainability of AI A Van Wynsberghe – AI and Ethics, 2021 – Springe (2) https://www.researchgate.net/publication/342763375_Carbontracker_Tracking_and_Predicting_the_Carbon_Footprint_of_Training_Deep_Learning_Models/link/5f0ef0f2a6fdcc3ed7083852/download (3) Lacoste, A., Luccioni, A., Schmidt, V., Dandres T.: Quantifying the Carbon Emissions of Machine Learning. (2019) While there is a tremendous push for using new-generation generative […]
4 mn read Every company now wants to be an AI company or embed AI into their offerings. While the maximum potential of AI has not yet been tapped, there are many innovative as well as controversial applications of technology that have been tried and some also in production. We are already seeing simple applications of AI to […]
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