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Ikigai (A Japanese concept to lead a happy life) | Japan Up Close japanupclose.web-japan.org/techculture/c2…


Amar Sanadi Reposted

OpenAI o1 test results on ARC Prize are out! Headlines: 1. o1 is on par with Claude 3.5 Sonnet 2. o1's iterated CoT genuinely unlocks greater generalization 3. o1 is a big shift from memorizing answers to memorizing reasoning but is still mostly working in-distribution

We put OpenAI o1 to the test against ARC Prize. Results: both o1 models beat GPT-4o. And o1-preview is on par with Claude 3.5 Sonnet. Can chain-of-thought scale to AGI? What explains o1's modest scores on ARC-AGI? Our notes: arcprize.org/blog/openai-o1…

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Amar Sanadi Reposted

Computing used to feel fast -- everything ran locally, software was mostly in C/C++ and was kept in check by the need to run on all kinds of old hardware. Now any one of my Chrome tabs is using 100x more RAM than a NeXT workstation had in total.


Amar Sanadi Reposted

Sources of reliable data are getting exhausted. The cost of manual "post-training" is growing quickly. Yet, the performances on bemchmarks are clearly saturating. So no, Auto-Regressive LLMs in their current form will not take us to human-level AI. That doesn't mean they are not…

I am super impressed with recent progress in AI. But can we extrapolate that AGI is around the corner? Remember that scaling laws are polynomial with a coefficient < 1 at best, and we have almost exhausted the reliable data sources available. Not 100% sure but interesting times!



Amar Sanadi Reposted

⚡️ Excited to share that I am starting an AI+Education company called Eureka Labs. The announcement: --- We are Eureka Labs and we are building a new kind of school that is AI native. How can we approach an ideal experience for learning something new? For example, in the case…

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Amar Sanadi Reposted

Language is an imperfect, incomplete, and low-bandwidth serialization protocol for the internal data structures we call thoughts.


Amar Sanadi Reposted

"We choose to go to the Moon in this decade and do the other things, not because they are easy, but because they are hard." - John F. Kennedy


Amar Sanadi Reposted

We've found that our latest vision model, CLIP, contains neurons that connect images, drawings and text about related concepts. openai.com/blog/multimoda…


Amar Sanadi Reposted

Radical idea to address children's wellbeing and education during the #COVID19 crisis... NO ONE goes up a year in September!!!! Cancel academics this year! Prioritise wellbeing and extracurricular / areas of fascination. Repeat the normal curriculum next year...


Amar Sanadi Reposted

All Business Is Personal: Employees Need Human Connections at Work entrepreneur.com/article/288623


Amar Sanadi Reposted

9 Distinct Strengths Which Position You As A Leader blog.startupprofessionals.com/2016/07/9-dist… . How to break through your self-imposed limits.


Amar Sanadi Reposted

One thing that DeepMind has made very obvious is that a PR department is probably the most dangerous thing you can find in an AI lab.


Consciousness is an emergent property of the overall pattern of an entity, not the substrate it runs on - #kurzweil


belief systems are straightjackets for the mind. lets nick away at the fabrics of our mental straightjackets one thread at a time.


Fate is chance interpreted after the event.


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