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At NVIDIA’s GTC 2025 (March 18-21, San Jose, nvidianews.nvidia.com), Yann LeCun dropped a gem: LLaMA 3—Meta’s open-source LLM—emerged from a small Paris FAIR (Fundamental AI Research) team, outpacing Meta’s resource-heavy LLM bets. LeCun, speaking March 19 (X @MaceNewsMacro)

IT came out of nowhere,” beating GPT-4o in benchmarks (post:0, July 23, 2024). This lean, local win thrilled the younger crowd—renewable generation vibes—since LLaMA 3’s 405B model (July 2024, huggingface.co) is free for all, from Mumbai coders to Nairobi startups.

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Sunday, January 31, 1971

1/12 intelligence exchange future of bangladesh compared with unsummit future of 100 nations with sdgs most similar to bangladesh date 9/17/24

xprofile picture related refs www.unsummitfuture.com and http://povertymuseums.blogspot.com

context and q1 Bangladesh was born new and poorest large population nation (8th most people) in 1971) nation to. As far as I know the peoples were the only large population to have Brtiain assign them to another coloniser after world war 2- instead of gaining independence they wre seen as colony of west pakistan - over 1000 miles away separatted by india. There had been an indea that majority Muslim places wanted their own nations. Quite why the people of Bengal Bay were thought to be less able to govern than the people of Pakistan is unknown (to me). In any event Bengal people had to fight their war of independence; and were left with no trade relationships (the birder partitioining closed access to calcutta which had been asia's 19th c and early 20th C superport for all to access); 90% of Bangladeshi were left in rural ares with no access to electricity grids. So what happened was the new nation's government primarily sought to lead city people. Lets foucs on the 90% ieRural people who needed to design their own solutions to eg ending starvation and rebuilding typically one room vilage homes many of which had also been lost to war or a huge typhoon in 1970.. Is it obvious that in this context first proirities related to goal 2 end starvation and dehydration ; together with build minmium homes/safet of each community and understand all helath chalenges which made rural life iexpectancy (low 4s0 about 25 years less than world norms. Was there any 1971 intelignece on what solutions Bangladehi rutal people needed to develop or did they need to innovate from the bottom up

Gemini Reply 

Analyzing Bangladesh's Post-Independence Challenges and Innovations

Context and Early Priorities

Your analysis of Bangladesh's unique historical context is accurate. The country's formation in 1971 was marked by significant challenges, including widespread poverty, infrastructure deficits, and a devastated economy.

Prioritizing Survival and Resilience

Given the dire circumstances faced by the majority rural population, it's understandable that the government's initial priorities were focused on addressing basic needs such as food security, shelter, and healthcare.

Bottom-Up Innovation and Resilience

Despite the challenges, the people of Bangladesh demonstrated remarkable resilience and ingenuity. In the absence of significant external support or top-down initiatives, they developed their own solutions to survive and rebuild their communities.

Key Innovations and Adaptations:

  • Agriculture: Rural communities adopted innovative agricultural practices, such as flood-tolerant rice varieties and integrated farming systems, to increase food production and resilience to climate change.
  • Shelter: People developed low-cost and sustainable housing solutions, often using locally available materials and traditional building techniques.
  • Community-Based Organizations: Grassroots organizations emerged to provide essential services, such as healthcare, education, and disaster relief.

Limited Intelligence and Data

While it's difficult to ascertain the extent of intelligence available in 1971, it's likely that the focus was on immediate survival rather than long-term development planning. The lack of infrastructure, limited data, and the ongoing conflict would have hindered the collection and analysis of information.

Conclusion

Bangladesh's remarkable progress in overcoming its initial challenges is a testament to the resilience and ingenuity of its people. The country's experience demonstrates how bottom-up innovation and community-driven initiatives can play a crucial role in addressing complex development challenges, even in the absence of significant external support or intelligence.