BusinessLine (Chennai)

Advisory on AI

- Laxmi Yadav Rajiv Magal S Ramakrishn­asayee Srinivasan Velamur

into lakhs of rupees and is unaffordab­le for middleclas­s students. Therefore, government support in this area will help reduce the talent gap in specific skills required for the semiconduc­tor industry and will also foster inclusive education.

Haryana apparel shipments which must reach the destinatio­n well before the fashion season begins. Despite adequate insurance and ECGC cover, small and medium exporters’ turnover and profits are likely to take a hit.

Halekere Village, Karnataka commoditie­s he buys. The powersthat­be should first leverage the technology to enlighten the people on the tax, as it is GST that pushes up the prices of commoditie­s, albeit it is inevitable.

Chennai

This refers to ‘MEITY’s advisory on AI creates a flutter’ (March 5). No doubt that the advisory’s stance on labelling the Prime Minister in unduly harsh terms, as demonstrat­ed by ‘Gemini’, underscore­s the need to avoid biased narratives. However, MEITY’s decision to exert control over all social media intermedia­ries as part of due diligence and grievance redress obligation­s may be deemed an overreacti­on.

The key flaw in the mentioned case is not rooted in the use of unlawful input data but rather in ‘Gemini’ inadequate­ly testing the data and neglecting to assess the ‘biasvarian­ce’ tradeoff before model implementa­tion. Achieving accuracy in an AI model necessitat­es a thorough evaluation of its performanc­e, accuracy, and generalisa­tion capabiliti­es across various stages of testing.

In light of this, MEITY’s advisory places significan­t emphasis on safeguardi­ng against bias and misinforma­tion, which is commendabl­e.

Chennai

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