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# *Sumedh Habbu*

 English - India

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# Book My Time

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## AI & Digital Strategy

I have helped businesses define and implement digital and AI strategies. If you're unsure how to start, I am happy to guide. 

## Moving Back? Let’s Talk.

You are not alone in the reverse culture shock. I have been through it, so let’s chat. It’s free, private, and judgment-free. 

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## Connect With Me!

From sports to history to the meaning of life, I enjoy great conversations. Book a time, no agenda needed. 

 

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[![India’s Robotics Landscape: India’s industrial future takes shape at the intersection of robotics, manufacturing, and intelligent automation.](https://sumedhhabbu.in/hubfs/India%E2%80%99s%20Holographic%20Manufacturing%20Network.png)](https://sumedhhabbu.in/blog/which-indian-industry-would-see-robots-at-scale-first?hsLang=en-in)

[Opinion](https://sumedhhabbu.in/blog/tag/opinion?hsLang=en-in) [Artificial Intelligence](https://sumedhhabbu.in/blog/tag/artificial-intelligence?hsLang=en-in) [India](https://sumedhhabbu.in/blog/tag/india?hsLang=en-in) [AI](https://sumedhhabbu.in/blog/tag/ai?hsLang=en-in) [AI Strategy](https://sumedhhabbu.in/blog/tag/ai-strategy?hsLang=en-in) [Physical AI](https://sumedhhabbu.in/blog/tag/physical-ai?hsLang=en-in) [Robotics](https://sumedhhabbu.in/blog/tag/robotics?hsLang=en-in) [Manufacturing](https://sumedhhabbu.in/blog/tag/manufacturing?hsLang=en-in)

#### Physical AI and Robotics in India: Which Industry Would Scale First?

[Sumedh V. Habbu](https://sumedhhabbu.in/author/sumedh-v-habbu?hsLang=en-in)Oct 30, 2026, 12:00:07 AM

In 2025, India installed roughly 10,500 industrial robots and during that same period, China installed 3,54,000.

[Read More](https://sumedhhabbu.in/blog/which-indian-industry-would-see-robots-at-scale-first?hsLang=en-in)

[![Newsletter cover titled “Will AI annotate itself? The model-assisted labelling reality check.” A human reviewing AI-generated labels sits beside a humanoid AI assistant, with a visual workflow showing raw data, LLM pre-labels, human review, training data, and a model connected in a feedback loop.](https://sumedhhabbu.in/hubfs/Cover%20Image%20-%20ChatGPT.png)](https://sumedhhabbu.in/blog/will-ai-annotate-itself-the-model-assisted-labelling-reality-check?hsLang=en-in)

[Opinion](https://sumedhhabbu.in/blog/tag/opinion?hsLang=en-in) [Artificial Intelligence](https://sumedhhabbu.in/blog/tag/artificial-intelligence?hsLang=en-in) [AI](https://sumedhhabbu.in/blog/tag/ai?hsLang=en-in) [Data Annotation](https://sumedhhabbu.in/blog/tag/data-annotation?hsLang=en-in) [Data Labelling](https://sumedhhabbu.in/blog/tag/data-labelling?hsLang=en-in) [LLM](https://sumedhhabbu.in/blog/tag/llm?hsLang=en-in) [SFT](https://sumedhhabbu.in/blog/tag/sft?hsLang=en-in) [AI Models](https://sumedhhabbu.in/blog/tag/ai-models?hsLang=en-in) [RLHF](https://sumedhhabbu.in/blog/tag/rlhf?hsLang=en-in)

#### Will AI Annotate Itself? The Model-Assisted Labelling Reality Check

[Sumedh V. Habbu](https://sumedhhabbu.in/author/sumedh-v-habbu?hsLang=en-in)Sep 29, 2026, 10:36:56 PM

A little while ago, my colleagues and I were discussing how these days, humans don't review AI suggestions, they simply confirm them.

[Read More](https://sumedhhabbu.in/blog/will-ai-annotate-itself-the-model-assisted-labelling-reality-check?hsLang=en-in)

[![A futuristic world map at night viewed from space, with glowing AI network lines connecting major regions including the United States, European Union, India, China, and Canada.](https://sumedhhabbu.in/hubfs/ChatGPT%20Image%20May%2019%2c%202026%2c%2005_19_06%20PM.png)](https://sumedhhabbu.in/blog/regulating-ai-two-years-later-are-our-ambitions-still-safe?hsLang=en-in)

[Opinion](https://sumedhhabbu.in/blog/tag/opinion?hsLang=en-in) [Artificial Intelligence](https://sumedhhabbu.in/blog/tag/artificial-intelligence?hsLang=en-in) [Geopolitics](https://sumedhhabbu.in/blog/tag/geopolitics?hsLang=en-in) [India](https://sumedhhabbu.in/blog/tag/india?hsLang=en-in) [United States](https://sumedhhabbu.in/blog/tag/united-states?hsLang=en-in) [EU](https://sumedhhabbu.in/blog/tag/eu?hsLang=en-in) [China](https://sumedhhabbu.in/blog/tag/china?hsLang=en-in) [AI Ethics](https://sumedhhabbu.in/blog/tag/ai-ethics?hsLang=en-in) [AI Regulations](https://sumedhhabbu.in/blog/tag/ai-regulations?hsLang=en-in) [Data Governance](https://sumedhhabbu.in/blog/tag/data-governance?hsLang=en-in)

#### Regulating AI: Two Years Later, Are Our Ambitions Still Safe?

[Sumedh V. Habbu](https://sumedhhabbu.in/author/sumedh-v-habbu?hsLang=en-in)May 21, 2026, 9:00:00 AM

Two years ago, I wrote about the need to regulate AI while safeguarding innovation. At the time, AI sat on the periphery of most critical systems....

[Read More](https://sumedhhabbu.in/blog/regulating-ai-two-years-later-are-our-ambitions-still-safe?hsLang=en-in)

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