Nilekani warns of technological dead ends: ‘Businesses must future-proof AI’
PTI, Jun 4, 2024, 9:34 AM IST
New Delhi: To keep up with fast-paced technology, businesses need to “future-proof” their AI infrastructure to avoid getting stuck at a dead-end with outdated technology, Infosys Chairman Nandan Nilekani said.
With nations around the world regulating artificial intelligence (AI), companies need to develop their applications to ensure compliance with different regulations, he wrote in Infosys’s annual report.
“Given that the leaderboard of technologies will be changing at a bewildering pace, enterprises will have to ‘future proof’ their AI infrastructure with suitable abstractions to be able to switch models easily and not be trapped in a technological cul de sac,” Nilekani said.
He further said the enterprises would need both an AI foundry for experimentation and an AI factory for scaling up.
“AI architecture must facilitate an approach that combines the analytical thinking of the left brain with the intuitive approach of the right brain. The constraint of resources will require a transparent way of identifying the highest value AI use cases,” he said.
Nilekani, 68, said the brooding period of the GenAI revolution is over as clarity has started to emerge from the chaos and chatter of the last 18 months.
“The initial hyperventilation of AI doomerism and the risk of human extinction by AI advances like Artificial General Intelligence (AGI) has quietened down… gen AI has enormous potential for good when explored and advanced within the guardrails of responsibility.
“Many of the doomsday prophets pleading for extensive AI regulation have revealed themselves to be just protectionists who want to limit the fruits of gen AI to a few companies and investors,” he said.
There won’t be a scenario where there will be ‘one model to rule them all’, Nilekani said.
He said the real power of AI will come from configuring all the different models and tools to get the best solutions.
“This is not very different from previous generations of technology. What’s more, the rise of powerful open-source AI models has accelerated the deployment of AI to solve tough business and societal challenges.
“Although there could be concentration risk in the hardware and cloud infrastructure space, as we move into actual use cases, a thousand flowers will bloom,” he said.
He said gains from automation must lead to talent redeployment in new areas with new opportunities.
“We must learn from applying AI to ourselves, be it in creating an AI-first enterprise or in accelerating the massive talent amplification that’s now needed,” he said.
Change will have to be embraced — not resisted, he added.
Udayavani is now on Telegram. Click here to join our channel and stay updated with the latest news.
Top News
Related Articles More
Gautam Adani charged in US with USD 250 mn bribery, fraud
India’s GDP growth likely to slip at 6.5 pc, maintains 7 pc estimate for FY25: Icra
RBI cautions public about ‘deepfake’ video of governor being circulated on social media
We disagree with decision, plan to appeal: Meta on CCI imposing Rs 213-cr penalty
Sensex drops 241 pts, Nifty falls for 7th day on selling in IT, oil shares
MUST WATCH
Latest Additions
100 engineering colleges in Karnataka to be ‘adopted’ by corporates by next year: IT Minister Kharge
Siddaramaiah defends BPL ration card cancellation, says only ineligible beneficiaries affected
China announces new policy measures to protect its exports from Trump’s new tariff threat
Renovated Medical Oncology OPD and Chemotherapy Day Care Centre inaugurated at Kasturba Hospital, Manipal
Kerala HC quashes FIR against Goa Guv over remarks on Sabarimala women entry
Thanks for visiting Udayavani
You seem to have an Ad Blocker on.
To continue reading, please turn it off or whitelist Udayavani.