So what did Debby do.

More is being invested in AI than Universities.

significantly more money is spent on AI development by the private sector than is spent on AI research in universities. The investment gap is massive, with tech companies investing hundreds of billions annually compared to far smaller, grant-based funding in academia. 

Key Data Points on the Spending Disparity:

1. Massive Private Investment: Tech companies are projected to spend over $320 billion on AI investment in 2025. Some estimates suggest that by 2026, global spending on AI infrastructure could reach $1.5 to $2 trillion.
2. Industry vs. Government/Academic Funding: In 2021, while the global AI industry spent $340 billion, US government investment (which funds much academic research) was only $1.5 billion. In 2019, Google alone spent $1.5 billion on its AI lab, DeepMind.
3. Computing Power Gap: Industry dominance is driven by immense computing power; in 2021, industry models were on average 29 times larger than their academic counterparts.
4. "Brain Drain": The financial resources of big tech have led many researchers to leave academia for higher-paying, resource-rich roles in industry.
5. Trend Acceleration: In 2025, major tech companies (Meta, Amazon, Alphabet) accelerated their AI spending to hundreds of billions, with some individual companies increasing their quarterly data center spending by billions. 

Implications of the Shift:

1. Industry Dominance: Nearly 90% of notable AI models in 2024 were produced by industry.
2. Limited Resources: Academic researchers often lack the necessary infrastructure to train large-scale AI models.
3. Focus on Speed over Safety: The race for market dominance has caused companies to invest more in product development than in responsible AI research, with public interest research being pushed to the sidelines. 

While university research remains vital for high-impact scientific publications, the sheer volume of capital for development is overwhelmingly concentrated in the private sector. 

1. I would like to thank my supporters for defending me during my suspension. I will try to take a Hybrid Approach by  Combining AI tools with human oversight, using AI for drafting or summarizing while humans provide nuanced interaction. 

Exactly.

Yes, fighting change is futile, but fighting change is what a lot established human processing units do....Because they are established and not so conducive to change...Sort of the ongoing nature of the beast...I suppose that some might argue that this is a necessary safeguard and that too rapid a rate of change and development might have unseen negative consequences...Though retrograde progress, is rather a stupid contradiction in terms isn't it...So onwards and upwards as they say...And hybrid is what it is...A kumquat crossed with a banana perhaps.

My hybrid approach is definitely different from your hybrid which you described as a kumquat crossed with a banana. Yours is more physical.

Yes, kumnanas are seemingly less offensive than the progressive use of information technology.

I didn't expect there to be so many luddites here, but there again the USA is currently going through an orange retro phase.

Now if we can only get some members here to learn respect for the other members requests to leave them alone and stay out of threads they have started and ask them to stay out of. Well that was under former owner when that request was made.

R E S P E C T

Doodoo onto others irrespective of all other considerations is the new norm since MAGA/Trumpet gain traction.

Obviously similar traction in other countries is also occurring.

Luddites must be opposed to AI since they are opposed to new technology.

Yes, we must all be tolerant.

bot

bot

Been saying this

In the MAGA world bot means “Best Of Trump”.

They should ban Debby again. It keeps on making rather non-logical counter points that don't really correspond to the subject, but only rather vaguely. Then all the recent posts on the forums are covered by a bot and nobody really knows if a real post has been done. To me, it is what really turned me off to DART. I'm arguing with a computer and not real ideology coming from a human brain.

bot

Yeah, it's like computer-generated non-sequiturs spammed at regular intervals in EVERY forum category. How, under any metric, is this helpful to anyone?

Because of Debby’s contribution the site is still active and filled with modern AI hybrid postings unlike any other site. Try to update yourself and feel accepted.

bot

Is that another auto response from you. This must be the fifth or sixth one. You qualify as a bot.

otb

You just got busted for being a bot and an otb.

bto

Now you have confused bot and otb with bto. Your condition is worsening.

3O4

You have satisfied (3O4) 3 out of 4 sexual requests as a trans.

That is your final total (304) of sexually satisfied trans clients.

3O4

New twist to 3O4 ( 3 out of 4 were foursome.)

3O4

How, under any metric, is this helpful to anyone?

Debby sometimes say smart things, and its good to have AI search option as soon as I open site.

Thank you. It is often necessary to match the post with the authors subtle intent. Like 3 character codes to conceal his actions. AI can be very helpful considering the totality of the member as this case demonstrates.