Survey of most exciting science uses of machines with billion times more maths brainpower than sperate human minds- we asked Grok for expected partnerships emerging after india AI Action summit (worlds largest populations) Delhi Feb 19, 2026
update 25 jan 2026
PURPOSE OF INDIA'S AI SUMMIT FEB 19 HAS UNIQUE TIMING ADVANTAGES; DEEP CROSSCULTURAL POSSIBILILITIES
List of co-chairs India is celebrating at 7 intelligence subnetworks "Chakra":
upd summit 1 week after
COMING 4TH IN WORLD SERIIIES-KING CHARLES LONDON, kOREA, MACRON; PARIS
FIRST SUMMIT TO CONNECT FULL STACK ECOSYTEM OPEN AI MODELS TO 5TH LAYER COMMUNITY ACTION APPS- FIRST SUMMIT NOW THAT INFERENCING IS SEEN FAR DEEPER POSSIBILITY THAN JUST PRE-TRIAING
MODI'S INSISTENCE THIS AI WILL TRANFORM HEALTH RELENTLESSLY; MRS AMBANI'S ROLE AS NUMBER 1 FORCE FOR WOMEN EMPOWERMENT
INDIA HAS CONMUNITY GROUNDED DATA LIKE NOWHERE ELSE WITH ITS UNIVERSL DIGITAL IDENTITY
UK FRANCE kOREA BROUGH ADVANCED NATIONS-BIASES- THIS IS FIRST AI WORLD SERIES SUMMIT REPRESENTING DEVELOPING NATIONS (AND CONNECTING GLOBAL SOUTH). (by the way MY FATHER NORMAN MACRAE WAS SMITHIAN FREE MARKETER BUT IF INDIA WANTS TO TARIF ANYONE, BEWARE INDIA'S INTELLIGENCE ROLE IN GENERIC MEDICINE WORLD TRADE IS SECOND...
2026 IS A TIME WHEN MANY PEOPLE ARE LOOKING FOR INSPIRATION ...
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Yes — N. Chandrasekaran, Chairman of Tata Sons (head of the Tata Group), delivered a significant speech at the India AI Impact Summit 2026 (February 16–20, New Delhi): Tata is ready to partner deeply with every major industry sector to co-design and accelerate AI agency transformation — meaning helping companies and sectors move from passive AI adoption to active, sovereign, human-centered AI agency at scale.Here is a clear summary of what he actually said (based on the full speech transcript, press coverage, and official summit highlights):Key Points from Chandrasekaran's Speech
In effect, he is saying:
“Let’s not wait for global giants to define AI for India. Tata will work with every sector to build Indian-rooted AI agency — from steel plants to rural clinics, from farms to classrooms.”This is one of the strongest public-private signals yet that India intends to own its Layer 5 future — with Tata stepping up as a potential “national champion” platform player.Would you like me to:
Rank
|
Person/Entity
|
Type of Influence
|
Commitment Level to Sovereign & Inclusive AI
|
|---|---|---|---|
1
|
Narendra Modi
|
Political vision & narrative
|
Extremely high
|
2
|
N. Chandrasekaran (Tata)
|
Cross-industry platform partnership
|
Extremely high
|
3
|
Mukesh Ambani (Reliance)
|
Digital scale & compute infrastructure
|
Extremely high
|
4
|
Ashwini Vaishnaw
|
Policy execution & funding
|
Extremely high
|
5
|
S. Krishnan (MeitY Secy)
|
Operational architecture & rollout
|
Very high
|
6
|
Nandan Nilekani
|
DPI foundational thinking
|
Very high
|
7
|
Rajeev Chandrasekhar
|
Policy & open-source advocacy
|
High
|
8
|
Anand Mahindra
|
Public voice & rural/agri AI
|
High
|
update 1 Jan 2026 Grok helping 2026 survey different places/peoples/regions purposes of data & AI sovereignty. Leaving top influencers USA & China to later once maps gravitate deepest intelligence actions. Starting line India https://normanmacrae.ning.com/forum/topics/india-1 Join mailing list of prompts: ask me chris.macrae@yahoo.co.uk - I'm just a mathematician so love alternative prompts reflecting science, culture or urgent human goals. Within linkedin limit here's partial summary of grok ai india 2026 & stochastic flows. Format: - ai purpose code; subplatform trust mediated ; neighbor collabs
Z1 Health Community telemedicine. Feb19.20 Summit health focus; edge urgency rural areas. Middle East (UAE telehealth).
Z2 Education Vernacular learning agents. Youth advocacy; summit education track; literacy gaps ASEAN (Taiwan multilingual).
N1 Agentic Workforce Youth skilling agents. Mission milestones; talent clusters; 600M youth need.
Africa (Nigeria shared models).
G2 Energy AI renewable grids in supercities. Summit pilots; Jamnagar's 1GW cluster; urgent climate needs. UAE/Saudi (solar synergies).
G9 Supercity/Humanoids Last-mile agents in dense cities. 2026 G20 showcase; NVIDIA chips; population urgency. ASEAN (Singapore edge tech).
Link to full promot and grok reply - upd 1 jan 2026
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PREVIOUSLY LATE 2025
here are some reasons why india is likely to be a top 5 place to watch for ai that helps humanity and peoples livelihoods:
Nvidia has consistently said its ai contributions should be judged by advancing humanity; of course jensen huang has to start with american and taiwanese visiosn /needs
however on india he has said modi asked him before any other national leader; together modi and ambani seem to trust jensen as much as anyone; india is accekerating ai just as ai comes to the edge and can prove itself in what jensen calls layer 5 action apps communities need; in terms of engineering staff, india is second for nvidia after usa; india also has the worlds most population and deepest digital identity;- we are asking eg grok for many ways to trach consequences on india hosting 4ai summit fb 18-20 in king charles ai wotld series; in comuries like taiwan, usa, france and UK jensen has helped national leaders doublecheck industries their nation leads - grok therefore suggets we trach whether all of these indian companies come together to make indian ai data sovereignty unique
Will world's most populous nation host Intelligence's most human summit? 19. 20 Feb 2026
The India–AI Impact Summit 2026, announced by Hon’ble Prime Minister Narendra Modi at the France AI Action Summit and scheduled for February 19–20 in New Delhi, will be the first-ever global AI summit hosted in the Global South.
Building on the momentum of leading international forums such as the UK AI Safety Summit, the AI Seoul Summit, the France AI Action Summit, and the Global AI Summit on Africa, this high-level convening marks a critical inflection point. It will strengthen existing multilateral initiatives while advancing new priorities, deliverables, and cooperative frameworks—moving from high-level political statements to demonstrable impact and tangible progress in global AI cooperation.
The Summit charts a path towards a future where the transformative power of AI serves humanity, drives inclusive growth, fosters social development, and promotes people-centric innovations that protect our planet. It also seeks to amplify the voice of the Global South, ensuring that technological advancements and opportunities are shared broadly, not concentrated in a few regions.
At the same time, AI’s rapid proliferation across society poses urgent challenges—disrupting traditional employment patterns, exacerbating biases, and accelerating energy consumption. These developments highlight the pressing need to go beyond aspirational frameworks and deliver measurable, concrete impact that addresses both the promise and the perils of AI.
Millennials have been green washed by 30 years of SDGs without reality investment wise or intelligence-wise. CK Prahalad was one of the few academic gurus to warn about tjhis - see competing for the future and bottom of pyramid where his india cases studies celevarted eg aravind independently of larry brilliant
All time Intelligence Heroes India Sub Continent. In appendix 1 we review why gandhi may be seen as first nationwide and even global hero; until last 10 years of his life he may have been more famous for his triangularistion of action impacts on nw india, south african and london; it is an amazing unique story It even links in to ai as Einstein's most famous letter societal series are those with Gandhi
2020s indiAInteligence HEROES
Hoists of 4th King Charles Ai World Series and Lead Data Sovereign Hunag layer 5 ai community action aps
Bangladesh & Calcutta Corridor Fazle Abed Muhhamad Yunus Mother Theresa ; Odisja's Sam Pitroda www.catholicuni.com
More detail Sam Pitroda AI Overview
======================
Google summary gandhi
charkha) and simple living. Mumbai (then Bombay) served as a major political and commercial hub where his calls for boycotts of foreign goods had significant impact on the urban populace and the import economy. bread labor), non-violence in class relations (the trusteeship theory), and local production resonated even in this urban, industrialized environment, serving as a moral counterpoint to the exploitative practices often associated with large industries. The promotion of khadi as a symbol of economic defiance against British textiles was as relevant in Calcutta's markets as it was anywhere else, providing a practical way for urban populations to participate in the economic boycott. Ela Bhatt is a social entrepreneur that David Bornstein describes as expert in market relations. She founded the Self-Employed Women’s Association (SEWA) in Ahmedabad, India. This now connects 318000 self-employed women including paper pickers, kite makers, vegetable vendors and so on. SEWA promotes government policies favourable to this informal sector as well as a range of services such as collective purchasing, credit and savings, legal representation which enable poor women to work for themselves while reducing their exposure to business and personal risks. Ahmedabad is the location where Gandhi spent most time developing educational formats for all ages as well as his ashram as a arguably the most humanly revolutionary citizen organisation of the 1930s. So we imagine that SEWA can prove to be a useful benchmark for any poor place where Self-Employed women could network to improve their sustainability pathways.
Ni India
chris macrae
- The series (often called the AI World Series or AI Safety/Impact Summits) began with the UK-hosted Bletchley Park Summit (2023, safety focus), followed by Seoul (2024), Paris (2025), and New Delhi (2026, impact/development focus).
- Switzerland expressed interest as early as 2025, with the Federal Council (government) reaffirming willingness in January 2026 and securing funding/preparations through the Federal Department of Economic Affairs, Education and Research (EAER) and Foreign Affairs (FDFA).
- The final decision was made at the New Delhi summit, with Parmelin stating:
“Switzerland is looking forward to hosting the 2027 AI Summit in Geneva — and to working with the subsequent incoming host of the 2028 AI Summit, the United Arab Emirates, as partner for the Geneva Summit.”
This positions Geneva as the host for the 5th edition (or 2027 edition), with the UAE lined up for 2028 in a planned rotation.Why Geneva/Switzerland?Geneva's selection leverages its status as a hub for multilateralism:- Home to major UN agencies (e.g., ITU for telecom standards, WHO for health protocols, and the Conference on Disarmament).
- Neutrality and tradition in hosting sensitive global talks (e.g., peace negotiations, nuclear risk reduction).
- Strong AI ecosystem (ETH Zurich/EPFL research, Swiss AI Trinity: entrepreneurship in Zurich, governance in Geneva, subsidiarity/community focus).
- Emphasis on practical, human-centered AI transformation—bridging innovation, ethics, and distributed empowerment rather than centralized control or hype/fear.
Switzerland aims to contribute by focusing on:- Inclusive governance and subsidiarity (empowering communities/local levels with AI).
- Responsible adoption in society/economy.
- Bridging divides between major powers and smaller nations/Global South.
Current Status and Momentum (as of February 28, 2026)- The announcement was a highlight of the India summit, with Parmelin meeting Modi to discuss bilateral AI/tech ties (e.g., post-India-EFTA trade agreement cooperation).
- Preparations are underway: The Federal Council has allocated resources, and Switzerland is positioning Geneva as a "stage" for credible global dialogue.
- No detailed agenda, dates, or themes are public yet—expect focus on building from New Delhi's New Delhi Declaration (equitable access, inclusion, safe AI, energy efficiency) toward implementation and governance.
- Momentum includes calls for the summit to advance beyond dialogue (e.g., toward distributed empowerment and nuanced understanding of AI's societal role).
This continues the series' evolution: from safety (UK) to innovation (Korea) to impact (India) to potentially governance/ethics in Geneva. If you'd like updates on themes, speakers, or how it ties to sovereign AI/Layer 5 community actions, let me know as more details emerge!Feb 28
chris macrae
living in washington dc -t is relevant to ask where is ai going in india and how does this interact with where energy is going in dc ...
Here are the seven chakras, with official names, descriptions, and key focuses based on summit documentation (e.g., MEA, PIB, and official summit site):- Human Capital
- Focus: Building AI talent pipelines, skilling, education, and workforce transitions.
- Why it matters: Prepares people for AI-driven economies, prevents job displacement, and positions nations as talent hubs.
- Co-chairs/Partners: Philippines and Rwanda (with India).
- Outcomes/Momentum: Charter/principles for global skilling; emphasis on quality datasets free from bias.
- Inclusion for Social Empowerment
- Focus: Broadening AI access for marginalized groups (e.g., women, farmers, informal workers, persons with disabilities, linguistic minorities).
- Why it matters: Embeds social justice and equity into AI systems; ensures benefits reach underserved communities.
- Co-chairs/Partners: Nigeria and Switzerland (with India).
- Outcomes/Momentum: Alliance for advancing inclusion; South-South collaboration commitments.
- Safe & Trusted AI
- Focus: Ethical AI, bias mitigation, accountability, transparency, cybersecurity, and trustworthiness.
- Why it matters: Builds confidence in AI systems; addresses risks like disinformation or misuse.
- Co-chairs/Partners: Brazil and Japan (with India).
- Outcomes/Momentum: Transparency guidelines; voluntary commitments for safeguards.
- Resilience, Innovation, and Efficiency
- Focus: Energy-efficient AI, responsible innovation, low-carbon development, and system resilience.
- Why it matters: Aligns AI with environmental stewardship; reduces resource footprint.
- Co-chairs/Partners: Saudi Arabia (with India).
- Outcomes/Momentum: Frameworks for sustainable AI; ties to energy and climate goals.
- Science
- Focus: AI applications in scientific discovery, research collaboration, and knowledge sharing.
- Why it matters: Accelerates breakthroughs in fields like biology, materials, and climate modeling.
- Co-chairs/Partners: Various (e.g., IDRC/Canada influence noted).
- Outcomes/Momentum: Research commons; multilateral science partnerships.
- Democratizing AI Resources
- Focus: Affordable access to compute, data, models, and infrastructure; reducing barriers for Global South.
- Why it matters: Prevents monopolies; enables local innovation and sovereignty.
- Co-chairs/Partners: Various (strong Global South emphasis).
- Outcomes/Momentum: Charter for democratic diffusion; commitments to resource sharing.
- AI for Economic Growth and Social Good
- Focus: AI applications in sectors like agriculture, healthcare, finance, and governance for inclusive growth.
- Why it matters: Harnesses AI as a multiplier for prosperity and public benefit.
- Co-chairs/Partners: Various.
- Outcomes/Momentum: Growth multipliers; voluntary pledges for social impact (e.g., $200B+ infrastructure investments announced).
These chakras are interconnected (e.g., human capital supports inclusion; safe AI enables democratization). The New Delhi Declaration references them explicitly as pillars for cooperation, with voluntary charters, alliances, and frameworks emerging from each. The summit positioned them as pathways from principles (sutras) to practice, with follow-up at the 2027 Geneva summit.If you'd like deeper details on any chakra (e.g., specific commitments or co-chair roles), let me know!17 web pages
- The series (often called the AI World Series or AI Safety/Impact Summits) began with the UK-hosted Bletchley Park Summit (2023, safety focus), followed by Seoul (2024), Paris (2025), and New Delhi (2026, impact/development focus).
- Switzerland expressed interest as early as 2025, with the Federal Council (government) reaffirming willingness in January 2026 and securing funding/preparations through the Federal Department of Economic Affairs, Education and Research (EAER) and Foreign Affairs (FDFA).
- The final decision was made at the New Delhi summit, with Parmelin stating:
“Switzerland is looking forward to hosting the 2027 AI Summit in Geneva — and to working with the subsequent incoming host of the 2028 AI Summit, the United Arab Emirates, as partner for the Geneva Summit.”
This positions Geneva as the host for the 5th edition (or 2027 edition), with the UAE lined up for 2028 in a planned rotation.Why Geneva/Switzerland?Geneva's selection leverages its status as a hub for multilateralism:- Home to major UN agencies (e.g., ITU for telecom standards, WHO for health protocols, and the Conference on Disarmament).
- Neutrality and tradition in hosting sensitive global talks (e.g., peace negotiations, nuclear risk reduction).
- Strong AI ecosystem (ETH Zurich/EPFL research, Swiss AI Trinity: entrepreneurship in Zurich, governance in Geneva, subsidiarity/community focus).
- Emphasis on practical, human-centered AI transformation—bridging innovation, ethics, and distributed empowerment rather than centralized control or hype/fear.
Switzerland aims to contribute by focusing on:- Inclusive governance and subsidiarity (empowering communities/local levels with AI).
- Responsible adoption in society/economy.
- Bridging divides between major powers and smaller nations/Global South.
Current Status and Momentum (as of February 28, 2026)- The announcement was a highlight of the India summit, with Parmelin meeting Modi to discuss bilateral AI/tech ties (e.g., post-India-EFTA trade agreement cooperation).
- Preparations are underway: The Federal Council has allocated resources, and Switzerland is positioning Geneva as a "stage" for credible global dialogue.
- No detailed agenda, dates, or themes are public yet—expect focus on building from New Delhi's New Delhi Declaration (equitable access, inclusion, safe AI, energy efficiency) toward implementation and governance.
- Momentum includes calls for the summit to advance beyond dialogue (e.g., toward distributed empowerment and nuanced understanding of AI's societal role).
This continues the series' evolution: from safety (UK) to innovation (Korea) to impact (India) to potentially governance/ethics in Geneva. If you'd like updates on themes, speakers, or how it ties to sovereign AI/Layer 5 community actions, let me know as more details emerge!Mar 1
chris macrae
<="" span="">: Ph.D. and master's in geophysics from the California Institute of Technology (Caltech); bachelor's in geology/physics from Hope College. This foundational knowledge informs her work in energy systems, subsurface modeling, and resource management—critical for NETL's focus on fossil energy, carbon capture, and sustainable technologies.
Her intelligence emphasizes interdisciplinary integration: Combining geosciences with engineering for real-world energy solutions, as seen in her oversight of NETL's $5B+ portfolio (1,000+ projects across 50 states).Why Is She Leaving?Walck is retiring from federal service, as announced in her LinkedIn post and confirmed by DOE statements. No specific personal or professional reasons were publicly disclosed beyond a standard retirement after a distinguished career (e.g., 33 years at SNL, plus INL/NETL roles). Sources describe it as a voluntary step away, aligning with her age (mid-60s) and long tenure in high-stakes lab leadership. There are no indications of forced departure or controversy; it's framed as a natural transition. The DOE is recruiting a successor to continue NETL's mission in carbon-based energy and program support.If you'd like more on her background (e.g., publications) or NETL's interim leadership, let me know!
3 web pagesExplore NETL's carbon capture projectsIdaho National Laboratory overview
A successor will likely prioritize this for continuity in fossil-to-clean transitions.
NETL's role in AI-driven challenges (e.g., digitizing nuclear data, automating experiments) suggests seeking leaders connected to AI labs/partners (e.g., OpenAI, Google for Genesis collaborations).
The search prioritizes candidates with proven lab leadership, energy expertise, and alignment with Biden-era clean energy goals (now evolving under new admin), per DOE patterns. NETL's Role vs. Other Centers of Gravity in DOE Mission GenesisThe Genesis Mission (launched November 2025 via executive order) aims to double US research productivity using AI across science, energy, and security—integrating DOE's 17 national labs, supercomputers, and data with AI for breakthroughs (e.g., fusion, grid, minerals). NETL's role is specialized but integral:
It's one of 17 labs, emphasizing applied R&D for clean fossil tech.
She's the "epicenter," coordinating labs via initiatives like Genesis Consortium (24 partners for AI).
("Gill" likely misspells "Granholm," as she oversees the labs' epicenter.)
DoD benefits from DOE's labs (e.g., NETL for secure energy), while DOE gains from DoD's AI (e.g., Pax Silica for cybersecurity).
Genesis integrates this for dual-use (e.g., AI for grid security benefiting both). Russia exclusion aligns with sanctions limiting energy ties.
25 web pagesGenesis Mission DetailsARPA-E Initiatives
redirects to this official posting, though it now shows as closed (applications are no longer accepted). The DOE's Office of Fossil Energy and Carbon Management (FECM) led the recruitment.Key Details from the Posting
The posting emphasized a "dynamic leader with a passion for energy innovation" to guide NETL's $5B+ portfolio and ~1,000 projects across 50 states, aligning with DOE's Genesis Mission (AI-accelerated energy discovery) and fossil-to-clean transitions.Since the deadline has passed (February 24, 2026), the role is likely in review/interview stage. If you're interested in similar DOE positions or updates on the successor, check USAJOBS or NETL's site for announcements. Let me know if you'd like help with related searches (e.g., interim leadership or similar roles)!
8 web pagesExplore Geothermal Energy Research
Mar 1