Jason Grusauskas

Long time Financial Markets builder (Tradfi+Defi) | Product Strategy Lead @Lab49

[Joe Weisenthal @TheStalwart]

I’m really curious about this. How much extra juice is there, performance wise, for model-specific silicon. It can’t be that easy to design your own chips, for your own models, but everyone send you be doing it. What’s a good thing to read on all this?

[zerohedge @zerohedge]

Crude Extends Decline As Trump Says In 'Final Stages' Of Talks With Iran, After Pakistan Hints Agreement Close https://t.co/9OKnmffd8X

[Charly Wargnier @DataChaz]

YES!

This paper basically confirms what many of us already suspected:

If you want better LLM results without paying for longer outputs or fine-tuning, there’s a concrete, low-effort tip:

Duplicate your prompt!

Researchers found that repeating the exact same input can dramatically improve performance (up to a 76% gain on specific tasks).

LLMs process text left to right, each token can only look at the previous context, never ahead.

So when you write a long prompt with context first and the question at the end, the model can rely on that context to answer, but the context was processed before the model even knew the question.

This asymmetry is a basic structural property of how LLMs work.

Repeating the prompt helps counter this limitation by giving the model a second pass over the full context.

There are no new losses to compute and no fancy prompt engineering involved.

It’s just a simple structural hack that works across almost every major model they tested.

Paper in 🧵↓

[Jason Grusauskas @grussy]

@WhaleEverything @NoLimitGains @grok DONE

[FLOJO ✨ @DrinkFlojo]

Breakpoint energy check with first sips and first takes on FLOJO!

What does the community think?👇

[FLOJO ✨ @DrinkFlojo]

https://t.co/jCrduWyERx

[Jason Grusauskas @grussy]

@jessepollak @base Congrats man

[Lab49 @lab49]

Recently, Yiannis Antoniou, Lab49's head of AI, data and analytics, shared his thoughts on @OpenAI's two new variants, o3-mini and o3-mini-high.

Read more in the full article below.
https://t.co/X6nb0bhn5e

[Jason Grusauskas @grussy]

@Forbes @marisamcknight

[Jason Grusauskas @grussy]

@jessepollak @base @CoinbaseWallet @coinbase Awesome! Congrats @jessepollak

[Jason Grusauskas @grussy]

If you’re at #Mainnet2024 this week and want to learn about @JobaNetwork or simply catch up, DM me.

[Joba Network @JobaNetwork]

Professional Spotlight: Jessika Paola Colmenares — A Multidisciplinary Leader in Marketing, Technology, and Web 3.0 @Jessiway

[Joba Network @JobaNetwork]

Why did you leave your previous job?

[Joba Network @JobaNetwork]

Your onchain reputation matters 📜

Request trusted credentials and start building a verifiable identity 🚀

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[Jason Grusauskas @grussy]

I’ve just claimed my identity on @JobaNetwork! Check out my profile here: https://t.co/Y3Ofok2MfF

[Jason Grusauskas @grussy]

I’ve just claimed my identity on @JobaNetwork! Check out my profile here: https://t.co/q6KCqMxRaR

[Jason Grusauskas @grussy]

I’ve just claimed my identity on @JobaNetwork! Check out my profile here: https://t.co/vvmWBnt3md

[Jason Grusauskas @grussy]

I’ve just claimed my identity on @JobaNetwork! Check out my profile here: https://t.co/fM0M81DUev

[Joba Network @JobaNetwork]

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[Jason Grusauskas @grussy]

I’ve just claimed my identity on @JobaNetwork! Check out my profile here: https://t.co/Kijh67l2EQ