marcoher.bsky.social
Connecting AI research & Applied AI since 2018 | Previously: ML, NLP, RecSys | Now: GenAI, LLMs, RAG | Natural science, tech and climbing is my thing.
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Yup, the reasoning Dialoge is derailing the model sometimes. QwQ for instance is suddenly switching to Chinese sometimes. Instruction following is a bit more tricky than for other models.
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Iโve seen the benefits in software development, but not the downside, though. I assume because R&D is more purpose driven in form of the design and investigative work, which now shifts into a human as a judge role.
aidantr.github.io/files/AI_inn...
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What does this mean for your business?
AI offers significant benefits but also presents challenges that require careful management. Leaders must ensure a positive impact on both innovation and workforce satisfaction.
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๐ฏ. ๐ช๐ผ๐ฟ๐ธ๐ณ๐ผ๐ฟ๐ฐ๐ฒ ๐๐๐ป๐ฎ๐บ๐ถ๐ฐ๐:
โ Addressing Morale Issues:
โ 82% reported reduced job satisfaction
โณ Due to decreased creativity and skill underutilization
โ Reskilling Imperative:
โ 71% of researchers planning to reskill
โณ Reskilling in AI as a tool usage
โณ And in evaluating AI-generated outputs
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๐ฎ. ๐ฉ๐ฎ๐ฟ๐ถ๐ฒ๐ฑ ๐๐บ๐ฝ๐ฎ๐ฐ๐:
โ Top Performers vs. Others
โ Top-performing scientists nearly doubled their output.
โณ Bottom third saw no gains
โณ But importantly, no harm was done.
โ Top performers use domain knowledge to filter AI suggestions.
โณ Resulted in the 90:10 performance inequality.
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๐ญ. ๐๐ ๐ง๐ฟ๐ฎ๐ป๐๐ณ๐ผ๐ฟ๐บ๐ถ๐ป๐ด
โ Boosted overall performance:
โ AI-assisted researchers discovered 44% more materials
โ 39% increase in patent filings
โ 17% rise in product innovation
โณ AI uplifts productivity
โ Novel Discoveries:
โ AI-generated compounds were more novel
โณ AI enhances creativity and innovation
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๐ฏ. ๐ช๐ผ๐ฟ๐ธ๐ณ๐ผ๐ฟ๐ฐ๐ฒ ๐๐๐ป๐ฎ๐บ๐ถ๐ฐ๐:
โ Addressing Morale Issues:
โ 82% reported reduced job satisfaction
โณ Due to decreased creativity and skill underutilization
โ Reskilling Imperative:
โ 71% of researchers planning to reskill
โณ Reskilling in AI as a tool usage
โณ And in evaluating AI-generated outputs
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๐ฎ. ๐ฉ๐ฎ๐ฟ๐ถ๐ฒ๐ฑ ๐๐บ๐ฝ๐ฎ๐ฐ๐:
โ Top Performers vs. Others
โ Top-performing scientists nearly doubled their output.
โณ Bottom third saw no gains
โณ But importantly, no harm was done.
โ Top performers use domain knowledge to filter AI suggestions.
โณ Resulted in the 90:10 performance inequality.
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โ Boosted overall performance:
โ AI-assisted researchers discovered 44% more materials
โ 39% increase in patent filings
โ 17% rise in product innovation
โณ AI uplifts productivity and innovation
โ Novel Discoveries:
โ AI-generated compounds were more novel
โณ AI enhances creativity and innovation
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Oh Yhea, I agree. I think the tricky part is that a really big user base, I would argue the majority of users, will be totally not aware of it for a longer time.
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Or simply prompt to vid:
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It has Voice Control Magic:
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It does Native Camera Cuts, Smooth Special Effects:
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It does image2video with face expressions:
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It can do image2video with movements:
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Actually it would be possible with a browser plugin. It could track the views, clicks on the post, engagement etc. and filter the discovery feed based on the historical data.
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Yeah, I agree. Itโs supposed to do that when you click the choose โShow moreโ or โShow lessโ of it, plus likes. However, it seems to be very slow or not working properly. I was considering making one myself, but itโs not possible because I donโt have access to stats about impression rates.
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You can pin it. Iโm using it very often. It has positive and negative filters.
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I created a feed that works quite well. Maybe you like it.
bsky.app/profile/marc...
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Super nice, it's going to be great to have you in the list soon.
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Hey Walid, I just checked your reply history which mostly consists of starter pack requests. Feel free to come back when your content is primary about AI and your interacting with the AI community.
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So many questions. Why leaving threads? Why donโt uncringe your LinkedIn, and did you mean Substack?
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๐
But I was seeing your content without the dog. I needed to check your profile to understand what you meant.
One big benefit of Bluesky is creating and following custom feeds.
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My pleasure!
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So basically majority voting based on o1?
Similar:
arxiv.org/html/2402.05...
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Good old pen and paper ๐
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Play with it here: bbycroft.net/llm
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I think the single most important. Windsurf hallucinates less.
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This is very true. Would you agree that 12 likes, 6 comments and 2 reposts on 100 impressions shows you as a content creator you're doing a better job than 12 likes, the same 6 comments and 2 reposts on 12k impressions?
Because I'm not able to tell currently. My content could be great or awful.
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I agree, that's why meant not on the post itself, but as stats purely for the post creator. Otherwise, I can't really tell if my content is actually creating value and gives me no way to improve my content. I think the issue you are describing will happen anyway by just seeing likes. What you think?
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github.com/Alec2435/ama...
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Hey Niklas, great to see your comment. Keep on going with the good work and please come back as soon as you account is a bit more developed. I appreciate your interest and feel free to follow the folks in the list.
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What a name ๐
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The funny part is just that with 275 million MAUs itโs definitely not starting.
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Hey, Iโm currently evaluating which eval lib to use. And Iโve seen just e2e pipeline testing for RAG or something like Promptfoo. We need to test fine tuned qlora models that we might even prune further and need to eval them after. So sure, letโs connect!
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I see where youโre coming from, and I agree to 70%. But with the right workflow you can get much better results. I would say a total newbie can become an intermediate dev.
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And great source of getting raw opinions and experience.
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Will check it out.
What do you think about this here? Not a model at all, but maybe an inspiration.
bsky.app/profile/maca...