मैगज़्टर गोल्ड के साथ असीमित हो जाओ

मैगज़्टर गोल्ड के साथ असीमित हो जाओ

10,000 से अधिक पत्रिकाओं, समाचार पत्रों और प्रीमियम कहानियों तक असीमित पहुंच प्राप्त करें सिर्फ

$149.99
 
$74.99/वर्ष

कोशिश गोल्ड - मुक्त

The rise of first-generation vernacular AI

Voice and Data

|

March 2024

Despite hurdles in data management and funding, the rise of vernacular AI in India promises to revolutionise business communication and responsiveness

- VERNIKA AWAL

The rise of first-generation vernacular AI

With 2023 firmly being the year that solely belonged to generative artificial intelligence (AI), it is no surprise that a host of Indian startups, some now fuelled by early-stage venture capital money, are going after creating 'Indian' AI models. Beyond the nationalist noise, each of these startups is looking to capture a piece of a potentially significant pie-that of businesses looking for India-specific AI tools and models.

The central government, too, is in on this game. Last year, Union Minister of State for Information Technology, Rajeev Chandrasekhar, underlined the Centre's work on the India AI Programme, which aims to establish Indic language datasets and indigenous AI compute infrastructure to meet the country-specific AI needs. The Centre, through the Ministry of Electronics and Information Technology (MeitY), also runs Bhashini, a central repository of organised Indic language data.

All of this points to the rise of the first generation of vernacular AI models, one that could either just serve the hype cycle and die out, or power the future of India's local language Internet.

WHY DO WE NEED VERNACULAR AI?

First and foremost, vernacular Al, or India-specific generative Al, refers to the creation of AI models that will cater to Indian languages, and take into account the country's range of biases in terms of culture and sociopolitical factors. This is imperative because the most prominent AI models globally, which include OpenAl's Generative Pre-trained Transformer (GPT), Meta's Llama and Google's Gemini, were trained primarily on a global dataset, which enterprises and the government believe may not adequately represent biases specific to Indian culture, which is important for local usage.

Voice and Data से और कहानियाँ

Voice and Data

Voice and Data

Digital infrastructure shifts from scale to trust

AI-scale compute, multi-agent automation, domain LLMs, and sovereign cloud shifts are redefining digital infrastructure—with trust and risk at the core.

time to read

4 mins

January 2026

Voice and Data

Voice and Data

5G FWA growth drives a modest wireless subscriber uptick

TRAI's November 2025 data shows wireless growth led by Jio and Airtel, as 5G FWA expands and Vi and MTNL continue to lose users.

time to read

3 mins

January 2026

Voice and Data

Voice and Data

Security goes autonomous: Al agents, twins, AR wearables

Agentic Al, digital twins, and AR wearables are moving from pilots to operations, reshaping how Indian security teams detect, decide, and act.

time to read

6 mins

January 2026

Voice and Data

Voice and Data

The thinking network: Making every node count

AI agents and cloud-led orchestration will transform enterprise networks into intelligent systems that act, predict, and optimise before issues arise.

time to read

3 mins

January 2026

Voice and Data

Voice and Data

From dumb pipes to intelligent telecom platforms

As consumer monetisation plateaus, telcos are shifting from pipes to programmable networks–selling APIs, trust, and outcomes as software platforms.

time to read

9 mins

January 2026

Voice and Data

Voice and Data

Can the techco pivot drive Reliance Jio's USD 170 B bid?

Reliance Jio IPO will test whether telecom can be valued as a platform, with Al and scale of media reshaping industry multiples and investor appetite.

time to read

6 mins

January 2026

Voice and Data

Voice and Data

Semicon PLI could de-risk India's digital infrastructure build

As India scales 5G, fibre, edge, and data centres, Semicon India aims to improve component supply, lead times, and cost stability for equipment.

time to read

4 mins

January 2026

Voice and Data

Voice and Data

Cloud-native workflows are shrinking enterprise latency

Event-driven cloud, microservices, and iPaaS orchestration are moving context with the asset-enabling real-time approvals, compliance, and execution.

time to read

4 mins

January 2026

Voice and Data

Voice and Data

From threats to trust: How Al secures digital growth

As cyber threats evolve, Al is helping Indian D2C and B2C businesses turn digital vulnerabilities into resilience, trust, and sustained growth.

time to read

2 mins

January 2026

Voice and Data

Voice and Data

Laser nanowire films promise EMI shielding for 6G devices

Glasgow researchers create transparent, flexible silver nanowire films that cut EMI across 2.2-6 GHz, enabling denser radios in future devices.

time to read

3 mins

January 2026

Listen

Translate

Share

-
+

Change font size