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.

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...

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.

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

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.

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

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

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.

☑ 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

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.

Or simply prompt to vid:

It has Voice Control Magic:

It does Native Camera Cuts, Smooth Special Effects:

It does image2video with face expressions:

It can do image2video with movements:

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.

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...