EchoKindOfficial

“Spreading ripples of kindness 🌊✨ | Mindfulness meets tech | Join the movement to shape a positive digital future.”

[EchoKindOfficial @EchoKinOfficial]

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[EchoKind | Daily Inspiration @theEchoKind]

Courage isn’t the absence of fear.

It’s moving forward even while you’re scared.

That’s how confidence is built.
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#fearlessfriday #courage #growthmindset

[EchoKind | Daily Inspiration @theEchoKind]

The greatest test anything can withstand is time. Give it time. Life has a way of revealing itself. 🧡
#WisdomWednesday #LifeLessons #PatienceIsKey

[philosophy for life @philosophy_life]

“The most incomprehensible thing about the world is that it is at all comprehensible.”

― Albert Einstein

[EchoKindOfficial @EchoKinOfficial]

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[EchoKindOfficial @EchoKinOfficial]

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Is this going to make a good feature night at local clubs? Maybe make it a good time to open your own club? Or will it be like putting lipstick on a pig? Let me know what you think in the comments. #robotics #stripper #echokindofficial

[EchoKindOfficial @EchoKinOfficial]

Be yourself, be messy, as long as you are happy. #echokindofficial #Budget2025

[EchoKindOfficial @EchoKinOfficial]

Nothing kills you faster than your own mind don't stress about things that are out of your control. #DailyMotivation #echokindofficial #LoveIslandAllStars

[EchoKindOfficial @EchoKinOfficial]

Did you do anything kind for someone today? It's not too late to celebrate the Random Act of Kindness day today. please share something and let's know. Thanks for following. Share with someone to help ripple kindness in our world. #echokindofficial #randomactsofkindnessday

[EchoKindOfficial @EchoKinOfficial]

#rippleofkindness

[EchoKindOfficial @EchoKinOfficial]

“Life is like a mirror—smile at it and it smiles back at you.” – Peace Pilgrim #ripplekindness#soberiety#empathy#ai##mtv

[Gavin Baker @GavinSBaker]

1) DeepSeek r1 is real with important nuances. Most important is the fact that r1 is so much cheaper and more efficient to inference than o1, not from the $6m training figure. r1 costs 93% less to *use* than o1 per each API, can be run locally on a high end work station and does not seem to have hit any rate limits which is wild. Simple math is that every 1b active parameters requires 1 gb of RAM in FP8, so r1 requires 37 gb of RAM. Batching massively lowers costs and more compute increases tokens/second so still advantages to inference in the cloud. Would also note that there are true geopolitical dynamics at play here and I don’t think it is a coincidence that this came out right after “Stargate.” RIP, $500 billion - we hardly even knew you.

Real: 1) It is/was the #1 download in the relevant App Store category. Obviously ahead of ChatGPT; something neither Gemini nor Claude was able to accomplish. 2) It is comparable to o1 from a quality perspective although lags o3. 3) There were real algorithmic breakthroughs that led to it being dramatically more efficient both to train and inference. Training in FP8, MLA and multi-token prediction are significant. 4) It is easy to verify that the r1 training run only cost $6m. While this is literally true, it is also *deeply* misleading. 5) Even their hardware architecture is novel and I will note that they use PCI-Express for scale up.

Nuance: 1) The $6m does not include “costs associated with prior research and ablation experiments on architectures, algorithms and data” per the technical paper. “Other than that Mrs. Lincoln, how was the play?” This means that it is possible to train an r1 quality model with a $6m run *if* a lab has already spent hundreds of millions of dollars on prior research and has access to much larger clusters. Deepseek obviously has way more than 2048 H800s; one of their earlier papers referenced a cluster of 10k A100s. An equivalently smart team can’t just spin up a 2000 GPU cluster and train r1 from scratch with $6m. Roughly 20% of Nvidia’s revenue goes through Singapore. 20% of Nvidia’s GPUs are probably not in Singapore despite their best efforts. 2) There was a lot of distillation - i.e. it is unlikely they could have trained this without unhindered access to GPT-4o and o1. As @altcap pointed out to me yesterday, kinda funny to restrict access to leading edge GPUs and not do anything about China’s ability to distill leading edge American models - obviously defeats the purpose of the export restrictions. Why buy the cow when you can get the milk for free?

[EchoKindOfficial @EchoKinOfficial]

See this Instagram video by @echokindofficial https://t.co/QM6DvJLlw2 At EchoKind, we’re not just dreaming of a better future—we’re building it, one moment of understanding at a time. Together, we can create a world where kindness is the foundation and empathy leads the way. 🌟

[EchoKindOfficial @EchoKinOfficial]

Courage is the price that life exacts for granting peace, the soul that knows it not, knows no release from little things #EchoKindOffical

[EchoKindOfficial @EchoKinOfficial]

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"A single act of kindness throws out roots in all directions, and the roots spring up and make new trees." – Amelia Earhart
#RipplesOfKindness #KindnessMatters #InspireChange
#AIAndEmotions #DigitalWellbeing #MindfulnessInTech #FutureOfEmpathy

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[EchoKindOfficial @EchoKinOfficial]

Being present with gratitude helps us ground in joy 🎉 #echokindofficial#PositiveVibes #KindnessMatters #MindfulnessInTech #EmotionalIntelligence #InspireChange #FeelGoodContent

[Essential Mastery @EssentialMastry]

be humble.