India is positioning itself as a primary global hub for artificial intelligence through major national initiatives. Recognizing that sovereign AI compute capacity is a critical asset, the government has launched the AI Mission of India (formally known as the IndiaAI ...
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On: October 12, 2025
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AI Hallucinations: Why LLMs Generate False Outputs
Generative Artificial Intelligence has revolutionized content creation, software engineering, and automated search. However, as organizations deploy Large Language Models (LLMs) in production, they must address a persistent technical challenge: the tendency of models to generate false or logically inconsistent information. ...
On: October 11, 2025
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AI Engineers in PSU India: Careers, Salaries & Paths
As India embraces the digital revolution, public sector organizations are modernizing their operations to include predictive models and automation systems. Public Sector Undertakings (PSUs)—including defense laboratories, energy grids, and transportation authorities—are actively recruiting technical specialists. Pursuing AI engineers in PSU ...
On: October 2, 2025
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oLLM: Ultra-Long Context LLM Inference on Consumer GPUs
Running state-of-the-art Large Language Models (LLMs) with massive context windows (such as 100K to 1M tokens) has historically required enterprise-grade GPU clusters. Standard consumer GPUs quickly encounter Out-of-Memory (OOM) errors due to the massive size of the Key-Value (KV) cache ...
On: September 20, 2025
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AI Agents and Recruitment Tools: Transforming Hiring
In the highly competitive market for global talent, traditional hiring processes often suffer from bottlenecks in resume review, candidate outreach, and interview coordination. To address these delays, enterprise recruitment organizations are deploying autonomous systems. The integration of ai agents and ...