iiinova — where your digital self keeps evolving

I’ve 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...

aidantr.github.io

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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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𝟯. 𝗪𝗼𝗿𝗸𝗳𝗼𝗿𝗰𝗲 𝗗𝘆𝗻𝗮𝗺𝗶𝗰𝘀: ☑ Addressing Morale Issues: → 82% reported reduced job satisfaction ↳ Due to decreased creativity and skill underutilization ☑ Reskilling Imperative: → 71% of researchers planning to reskill ↳ Reskilling in AI as a tool usage ↳ And in evaluating AI-generated outputs

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𝟮. 𝗩𝗮𝗿𝗶𝗲𝗱 𝗜𝗺𝗽𝗮𝗰𝘁: ☑ Top Performers vs. Others → Top-performing scientists nearly doubled their output. ↳ Bottom third saw no gains ↳ But importantly, no harm was done. → Top performers use domain knowledge to filter AI suggestions. ↳ Resulted in the 90:10 performance inequality.

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𝟭. 𝗔𝗜 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗶𝗻𝗴 ☑ Boosted overall performance: → AI-assisted researchers discovered 44% more materials → 39% increase in patent filings → 17% rise in product innovation ↳ AI uplifts productivity ☑ Novel Discoveries: → AI-generated compounds were more novel ↳ AI enhances creativity and innovation

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If you are a leader, you shouldn't ignore this paper from MIT for your business and your workforce. This research from a large U.S. firm's R&D department shows real-world effects of AI — positive and negative. These findings can be adopted by other businesses and departments as well. 🧵 #AI #ML

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☑ Boosted overall performance: → AI-assisted researchers discovered 44% more materials → 39% increase in patent filings → 17% rise in product innovation ↳ AI uplifts productivity and innovation ☑ Novel Discoveries: → AI-generated compounds were more novel ↳ 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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It does Native Camera Cuts, Smooth Special Effects:

It does image2video with face expressions:

It can do image2video with movements:

Tencent open sourced this, Impressive! But I think we need to start talking about AI generated content detection on social media more seriously … This open source is 🤯 More content with other capabilities in 🧵 aivideo.hunyuan.tencent.com

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A new golden age of discovery

This essay from DeepMind is something you shouldn't miss, it made me very excited about the future of science. A new golden age of discovery Seizing the AI for Science opportunity deepmind.google/public-polic... #AI #ML #Science

deepmind.google

In this essay, we take a tour of how AI is transforming scientific disciplines from genomics to computer science to weather forecasting. Some scientists are training their own AI models, while...

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Marco Herzog @marcoher.bsky.social · 03/12/2024

If this is not telling an interesting story, than what does? Accenture makes more money with GenAI than OpenAI. GenAI revenue: OpenAI: $3.4bn Accenture: $3.7bn I’m still thinking what that means…

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Marco Herzog @marcoher.bsky.social · 03/12/2024

Unveiling the true inspiration behind the ‘attention’ operator in Transformers! From Bahdanau’s emails to Karpathy, we learn how attention transformed neural networks. Surprising that ‘Attention is All You Need’ outshines its predecessor by Bahdanau et al. #AI #ML #Transformers

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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. It’s supposed to do that when you click the choose “Show more” or “Show less” of it, plus likes. However, it seems to be very slow or not working properly. I was considering making one myself, but it’s not possible because I don’t have access to stats about impression rates.

You can pin it. I’m using it very often. It has positive and negative filters.

I created a feed that works quite well. Maybe you like it. bsky.app/profile/marc...

Super nice, it's going to be great to have you in the list soon.

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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Marco Herzog @marcoher.bsky.social · 30/11/2024

So many questions. Why leaving threads? Why don’t uncringe your LinkedIn, and did you mean Substack?

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😁 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.

Sujay Shukla @sujayxaradhya.bsky.social · 28/11/2024

Reposted by Marco Herzog

Cursor vs Windsurf I just spent a week deep-diving into Cursor and Windsurf, so you don’t have to. Here's everything you need to know 👇🧵

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Marco Herzog @marcoher.bsky.social · 29/11/2024

So basically majority voting based on o1? Similar: arxiv.org/html/2402.05...

arxiv.org

More Agents Is All You Need

Marco Herzog @marcoher.bsky.social · 29/11/2024

By far the best visualization and walkthrough of a Transformer I've ever seen. You can explore the algorithm down to every add & multiply, seeing the whole process in action. With animation and explanation. That was definitely created with a lot of passion and work. By Brendan Bycroft. #AI #LLM #LM

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Marco Herzog @marcoher.bsky.social · 29/11/2024

I think the single most important. Windsurf hallucinates less.

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A new update on the AI feed. The feed now has 66 unique negative filters. They remove any form of AI art. There are 186 filters that are filtering content related to the sphere of AI. bsky.app/profile/did:... #AI #LLM #ML

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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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@bsky.app Impression stats are really missing. Not necessarily visible for everyone on the post, but at least for the post creator. 1. To know how big the audience really is 2. To see the actual quality of post (engagement/Impressions)

Do you want to see the new Anthropic Model Context Protocol in action? It was announced just 3 d ago, and we already see great apps. This time build by Alec Velikanov. Take this project as an example to build something yourself. I'm off, need to cook 7 courses with the stuff Claude ordered. #AI

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What can we do about the benchmark fatigue for #LLM? More people I speak to don’t take them seriously anymore, and I can’t blame them. I still hesitate, but I’m about to drop them as well. I think we need something new for #AI eval. Or is there something I’m not aware of?

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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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The funny part is just that with 275 million MAUs it’s definitely not starting.

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Hey, I’m currently evaluating which eval lib to use. And I’ve 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, let’s connect!

I see where you’re 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.

Will check it out. What do you think about this here? Not a model at all, but maybe an inspiration. bsky.app/profile/maca...