The most important AI trends in 2024

AI is growing at a frenetic pace - just look at how things changed over the course of 2023!
So, what AI developments should we expect in 2024? In this video, IBM Master Inventor Martin Keen discusses this very topic and offers nine trends to watch out for in 2024 ... and possibly a 10th?

00:24 - Reality Check
01:22 - Multimodal AI
01:29 - Smaller Models
04:10 - GPU + Cloud Costs
04:56 - Model Optimization
06:03 - Custom Local Models
06:47 - Virtual Agents
07:14 - Regulation
07:39 - Shadow AI

#ai #trends #llm #ml

[GeekyCat-ergw]

1.Reality check
2.Multimodal AI
3.Smaller model
4.GPU + cloud costs
5.Model optimisation
6.Custom local models
7.Virtual agents
8.Regulation
9.Shadow AI
10.!? guess

[abiofficial-wspn]

I like listening to this guy. Soothing, and subtly humorous

[lanlico]

Trend #10 - AI Red Team + Cybersecurity AI.

[SamTheGamer]

TREND #10 - A renewed focus on data quality and Integrity with controls in place to manage. So I am a data guy so I would say this. For me trend 10 is the realisation to business that in order to create and utilise AI as required, their data quality needs to be MAX level. IT world seems to have moved away from ISO etc in recent years (namely due to IaaS, PaaS, Serverless etc.) . Frankley many org's data quality is poor. Good AI requires high quality 'meaningful information'. If you cannot trust your AI 100% of the time, then it is a guide

[manhoosnick]

This man is the best, I mean all of them on IBM are good but he is like that teacher we loved to go to the class of

[qnqmbil]

Francisco
Here are a couple of Trends#10:
1. Commercial competition on AI alternatives
2. Lies and fake detection, good and bad data discrimination

[mintakan]

10th trends. (Actually, there are several.). 10.1 - Larger context windows. 10.2 - Faster ASIC hardware, esp. on the inference side, like Groq. (See investments in these area.)

[garthcase]

Great video. Trends are spot on. I would add "Better Memory Algorithms" as the 10th. Current algorithms have serious limitations as we journey towards AGI.

[IvanGarcerant]

Trend #10: training in AI as a popular topic. Everyone will try to adquiere skills in the area.

[Cerevisi]

Local add-in cards, PCI LPU's or the like (think local Groq)... and/or GPU VRAM will trend upwards in the short term or specialty graphics cards meant for handling small to mid sized LLM's will be released . I think the value of having local models being more accessible with some hardware development is inevitable. I know the cloud argument; but having the speed, affordability and security of local models is still a compelling consideration. Another great video Martin!

[frankr]

My suggestion for the tenth AI trend that SHOULD be happening in 2024 is AIs seeking the objective truth. That is, rational conclusions drawn from verified facts and sound logic. Currently AIs are sweeping up human information that is steeped in lies and distortions. They're responding to our queries with the falsehoods - about climate, political power, economic rationality, etc. - that we ourselves have placed there. What do you think, Dr. Keen?

[jim]

I have been working on lots of the items you listed for a awhile. From my perspective, your video was spot on. Love your videos!

[sirishkumar-mz]

As someone fascinated by AI movements, I'm delighted by the possibility of multi-agent systems revolutionizing business operations. The idea of AI agents teaming autonomously to translate complex concerns is mind-blowing. I'm excited to think about how these systems could optimize everything from supply chains to client service.

[mahiaravaarava]

"Exciting to see how AI is evolving in 2024! Key trends like improved natural language processing, more accessible AI tools, and advancements in autonomous systems are definitely ones to watch."

[Sandheip]

Great insights on AI trends for 2024! Exciting to see the rapid evolution in the field. #AI #Innovation #TechTrends

[armandsbroks]

Agents working with agents, all org chart with agents, starting from CEO, i think thats most promising direction to AGI 🚀

[omgninjabot]

Hi there. I'm here from 2025 and wanted to let you know that this was way off. 2024 was a much more impressive year for tech than any of us could have imagined!

[PhillipZastrow]

I love your entire series on these topics. So informative, nicely presented.

[MichaZaremba-lkgx]

I think trend number 10 is actually a very great extension of trend 7. It's not just about virtual assistants. It is also about efficient integration with OS and applications (including those without API). Something like boosted Robotic Process Automation driven by GenAI without prior coding of the software robot.

[kamalgakhar]

Quick Summary 🙂
1. Reality check – on how overall AI is being used for innovation as the hype settles.
2. Multimodal AI – models that can treat diverse tasks – e.g. ask about image and get answers in language.
3. Smaller Models – are starting to perform better on many benchmarks compared to their “big” brother – billions of parameters performing better than trillions of parameters.
4. GPU & Cloud Costs - the less consuming resources and more problem specific reduce costs for customers.
5. Model Optimization – techniques such as quantization helping speed-up training; more should be coming.
6. Custom Local Model – finetuning on an organization’s specific needs using its data.
7. Virtual agents – task automation – more applications to come/to be identified for innovation.
8. Regulations – EU acted AI act in in recent time, more to come.
9. Shadow AI – used by internal resources for informal uses in an organization.
10. **** decide on one using your observation ****