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Thinking Machines Lab Cracks LLM Nondeterminism with Breakthrough Batch-Invariant Kernels

AI startup Thinking Machines Lab, founded by former OpenAI CTO Mira Murati, has announced a major breakthrough in large language model (LLM) inference. In its blog post “Defeating Nondeterminism in LLM Inference”, the company highlighted how existing systems struggle with reproducibility due to the lack of batch invariance in inference kernels.

By Super Admin | September 15, 2025

Leadership

Apurva Pundir takes charge as Chief People & Culture Officer at Trehan Iris

Trehan Iris has announced the appointment of Apurva Pundir as Chief People & Culture Officer (CPCO), marking a significant addition to its leadership team. With more than 15 years of HR leadership experience, Apurva brings a proven track record of driving people-centric strategies, cultural transformation, and digital HR innovation.

By Super Admin | September 15, 2025

Leadership

Sandeep Kataria has stepped into the role of Vice President – Information Technology at Vodafone Idea Limited

Vodafone Idea Limited has announced the appointment of Visionary Leader Sandeep Kataria as Vice President – Information Technology, where he will spearhead IT Development & Operations across Enterprise Support Systems. In this strategic role, Sandeep will drive digital transformation initiatives, core solution delivery, system modernization, business transformation, and large-scale innovation.

By Super Admin | September 15, 2025

Thinking Machines Lab Cracks LLM Nondeterminism with Breakthrough Batch-Invariant Kernels

Apurva Pundir takes charge as Chief People & Culture Officer at Trehan Iris

Sandeep Kataria has stepped into the role of Vice President – Information Technology at Vodafone Idea Limited

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