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By Hemant Majethia 2 min Read
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Recently, I was discussing the prospects of Indian IT companies in the wake of the on-going AI revolution, with Sajid Malik โ€” my friend & the co-founder of Ventura. He recommended that I watch a particular episode of dAIlogues by Stellaris featuring Dr. Vishal Sikka

๐—ฆ๐—ผ๐—บ๐—ฒ ๐—ฒ๐˜…๐—ฐ๐—ฒ๐—ฟ๐—ฝ๐˜๐˜€ ๐—ณ๐—ฟ๐—ผ๐—บ ๐˜๐—ต๐—ถ๐˜€ ๐—ถ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜๐—ณ๐˜‚๐—น ๐—ถ๐—ป๐˜๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฒ๐˜„โ€ฆ

๐—ข๐—ป ๐˜๐—ฟ๐—ฎ๐—ป๐˜€๐—ถ๐˜๐—ถ๐—ผ๐—ป๐—ถ๐—ป๐—ด ๐—ณ๐—ฟ๐—ผ๐—บ ๐˜๐—ต๐—ฒ ๐—ผ๐—น๐—ฑ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น
โ€œThe traditional model of IT companies involved deploying large teams on-site or off-site. Now, projects that once required 50 people can be completed by 5-10 people, with AI doing the rest. With this shift Indian IT firms must own their AI platforms because if the underlying AI comes from elsewhere, the value migrates there too. Building an โ€˜AI practiceโ€™ in-house could come at the cost of large existing projects getting disrupted. The first signs of this are already visible in margin compression across the sector.โ€

๐—ข๐—ป ๐—”๐—œโ€™๐˜€ ๐—ถ๐—ป๐—ต๐—ฒ๐—ฟ๐—ฒ๐—ป๐˜ ๐˜‚๐—ป๐—ฟ๐—ฒ๐—น๐—ถ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† & ๐—ป๐—ฒ๐—ฒ๐—ฑ ๐—ณ๐—ผ๐—ฟ ๐—ฎ '๐—น๐—ฒ๐—ฎ๐˜€๐—ตโ€™
โ€œLLMs are not deterministic models. Typically, randomness is baked into them to keep things interesting. So when you use LLMs in enterprise systems, you inherit unreliability at the foundation. You have to build guardrails around AI so the system knows when it doesnโ€™t know the answer.โ€

๐—ข๐—ป ๐—ฏ๐—ฒ๐—ถ๐—ป๐—ด ๐˜‚๐˜€๐—ฒ๐—ฑ/๐—ฐ๐—ผ๐—ป๐˜€๐˜‚๐—บ๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐—”๐—œ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐˜€
โ€œEvery time we interact with chat GPT or with Claude, we are enriching it with our own interaction. Rather than being the consumer, we are actually the consumed.โ€

๐—ข๐—ป ๐˜€๐—ฒ๐—ฒ๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—ณ๐—ผ๐—ฟ ๐˜„๐—ต๐—ฎ๐˜ ๐—ถ๐˜ ๐—ถ๐˜€
โ€œTo say these systems are super-intelligent is actually worse than nonsense; itโ€™s a disservice to what the thing is. LLMs are basically powerful lookup machines. Technology exceeded human capabilities a long time ago. But weโ€™re still here; still in charge.โ€

๐—”๐—ป๐—ฑ ๐—ณ๐—ถ๐—ป๐—ฎ๐—น๐—น๐˜†, ๐—ผ๐—ป ๐˜๐—ฒ๐—ฐ๐—ต๐—ป๐—ผ๐—น๐—ผ๐—ด๐˜† & ๐—ฏ๐˜‚๐˜€๐—ถ๐—ป๐—ฒ๐˜€๐˜€ ๐˜€๐˜‚๐—ฐ๐—ฐ๐—ฒ๐˜€๐˜€
โ€œWe get enamoured with technology โ€” including AI โ€” but finally, business success is about solving a problem that people care about & are willing to pay for.โ€

These excerpts are not completely verbatim. I recommend watching the entire interview to get a better sense of the context.

๐˜‹๐˜ช๐˜ด๐˜ค๐˜ญ๐˜ข๐˜ช๐˜ฎ๐˜ฆ๐˜ณ: ๐˜›๐˜ฉ๐˜ฆ ๐˜ท๐˜ช๐˜ฆ๐˜ธ๐˜ด ๐˜ฆ๐˜น๐˜ฑ๐˜ณ๐˜ฆ๐˜ด๐˜ด๐˜ฆ๐˜ฅ ๐˜ช๐˜ฏ ๐˜ฒ๐˜ถ๐˜ฐ๐˜ต๐˜ฆ๐˜ด ๐˜ฃ๐˜ฆ๐˜ญ๐˜ฐ๐˜ฏ๐˜จ ๐˜ต๐˜ฐ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ณ๐˜ท๐˜ช๐˜ฆ๐˜ธ๐˜ฆ๐˜ฆ. ๐˜•๐˜ฐ ๐˜ค๐˜ญ๐˜ข๐˜ช๐˜ฎ ๐˜ฐ๐˜ง ๐˜ฐ๐˜ธ๐˜ฏ๐˜ฆ๐˜ณ๐˜ด๐˜ฉ๐˜ช๐˜ฑ ๐˜ฐ๐˜ณ ๐˜ข๐˜ง๐˜ง๐˜ช๐˜ญ๐˜ช๐˜ข๐˜ต๐˜ช๐˜ฐ๐˜ฏ ๐˜ธ๐˜ช๐˜ต๐˜ฉ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฐ๐˜ณ๐˜ช๐˜จ๐˜ช๐˜ฏ๐˜ข๐˜ญ ๐˜ธ๐˜ฐ๐˜ณ๐˜ฌ ๐˜ช๐˜ด ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ฏ๐˜ฅ๐˜ฆ๐˜ฅ ๐˜ฐ๐˜ณ ๐˜ช๐˜ฎ๐˜ฑ๐˜ญ๐˜ช๐˜ฆ๐˜ฅ. ๐˜›๐˜ฉ๐˜ฆ๐˜ณ๐˜ฆ ๐˜ช๐˜ด ๐˜ฏ๐˜ฐ ๐˜ถ๐˜ฏ๐˜ฆ๐˜น๐˜ฑ๐˜ณ๐˜ฆ๐˜ด๐˜ด๐˜ฆ๐˜ฅ ๐˜ณ๐˜ฆ๐˜ข๐˜ด๐˜ฐ๐˜ฏ ๐˜ต๐˜ฐ ๐˜ฑ๐˜ณ๐˜ฐ๐˜ฎ๐˜ฐ๐˜ต๐˜ฆ ๐˜ต๐˜ฉ๐˜ฆ ๐˜ท๐˜ช๐˜ฆ๐˜ธ๐˜ด ๐˜ฐ๐˜ง ๐˜ต๐˜ฉ๐˜ฆ ๐˜ฒ๐˜ถ๐˜ฐ๐˜ต๐˜ฆ๐˜ฅ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ & ๐˜ฏ๐˜ฐ ๐˜ท๐˜ฆ๐˜ด๐˜ต๐˜ฆ๐˜ฅ ๐˜ช๐˜ฏ๐˜ต๐˜ฆ๐˜ณ๐˜ฆ๐˜ด๐˜ต ๐˜ช๐˜ฏ ๐˜ฅ๐˜ฐ๐˜ช๐˜ฏ๐˜จ ๐˜ด๐˜ฐ, ๐˜ฃ๐˜ฆ๐˜บ๐˜ฐ๐˜ฏ๐˜ฅ ๐˜ง๐˜ข๐˜ค๐˜ช๐˜ญ๐˜ช๐˜ต๐˜ข๐˜ต๐˜ช๐˜ฏ๐˜จ ๐˜ข ๐˜ต๐˜ฉ๐˜ฐ๐˜ถ๐˜จ๐˜ฉ๐˜ต๐˜ง๐˜ถ๐˜ญ ๐˜ฅ๐˜ช๐˜ด๐˜ค๐˜ถ๐˜ด๐˜ด๐˜ช๐˜ฐ๐˜ฏ & ๐˜ฆ๐˜น๐˜ค๐˜ฉ๐˜ข๐˜ฏ๐˜จ๐˜ฆ ๐˜ฐ๐˜ง ๐˜ช๐˜ฅ๐˜ฆ๐˜ข๐˜ด.

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