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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
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#ai #trends #llm #ml
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Misuse – AI used for nefarious purposes. There are some big elections coming up this year in the US and UK, lets see if there's any AI interference, or AI blaming during the campaigns.
Trend #10: training in AI as a popular topic. Everyone will try to adquiere skills in the area.
10. Evaluation
Government should not regulate computer programming (AI). Let the Industry or market place regulate AI, but don’t regulate it by laws. Congress has no constitutional authority to regulate computer programming (AI). That does not mean they won’t do it. It will end results into a disaster. Keep Programming Free from Government Interference. .
10th trend: integration with robotics
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!
10. Ethics.
I like listening to this guy. Soothing, and subtly humorous
1:07 I heard that one as "copilot features in Mark Zuckerberg's office…"
10 q* release to public on nov 2
The tenth requirement for AI is conflict resolution. One huge human short coming is opinion conflict. We battle over religion, government policy, economic policy and truthfulness of information. All information needs to be judged on the relative harm imposed by the use of information to inform decisions by individuals and organized groups.
My question is; how IBM is helping developing countries to catch up with the technology gap that exists between well-off countries and the poorer ones?.
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.
Responsible AI
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
You always bring a fresh angle to discussions.
My bid for 10th trend.. Swarm intelligence
The tenth trend is Sovereign AI – You're welcome.
I think that last trend will be related to the new ChatGPT bot creator and the upcoming chatbot store. I've been using the bot creator to create narrow focused bots to assist with completing specific tasks. For example, I created a chat bot with the knowledge base of the PCI DSS requirements and used it help understand questions during an assessment or a bot that can help to refine all the documents needed to apply for an academic music job at a college (cv, teaching philosophy, etc.). With these very specific use cases I can spin up a narrow chat bot on in the moment and it's much more useful than asking ChatGPT 4 generally.
Gen AI for biology has been missed. I go for it
Embodied Ai
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!
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.)
I love his videos! He is entertaining and the information is to the point. I think an important trend will be in saving electrical energy by a smarter network and consumer management.
Trend #10 – AI Red Team + Cybersecurity AI.
AGI😂
Trend # 10 : The creation of a general/super artificial intelligence that will separate humans from AGI as much as humans from apes on an intellectual level.
Thank you for the great content!
10. AGI dude
10. Some people will use AI tools as a 'replacement' for human intelligence instead of an 'augmentation' tool for their own human intelligence.
I think on-device learning will gain momentum
Have to say, as an IT person of some 35 years, I am over the hype each time we develop a new tech, and this is no different to AI. The hype generator ultimately is fuelled by people looking to make a buck or two – an example is the Youtuber Wes Rotham (?) … to many titles driven by the desire to standout without "SHOCKING" with its headline. Its a shame really, as some of the content from Wes is really good – but I can't be bothered to sift through the BS.
This series by big blue, and this speaker, on the other hand are more levelled and trustworthy imo. And the content is equally as good imo. As a result, I definitely recommend, and will continue to recommend to those seeking enlightenment without the hype BS.
Thank-you for the content.
10. More realistic deep fake of Will Smith with spaghetti 🍝
Permission to use AI at work, permission to breath, permission to exist, perfect
Ahh you missed the elephant in the room, getting rid of transformers and their inherent context depth issues….
AI cybersecurity will be another trend from my observations. The compounding and increased complexity of AI cyber attacks from unsavory individuals, or groups will demand a drastic increase in AI Black Hats and cyber security professionals. This industry will drastically increase due to a vast influx of data from users utilizing AI models of multiple scopes and uses. This will massively increase the need for data storage, computing resources, and therefor a more robust set of regulations, technologies, and institutions to manage the demand.
The remain AI is cosmological AI that can help us to study investigate the galaxies and beyound and to live and work vertually and physically as well…thanks Son of Prof.Tecle Bilicha Tecle Ghebremuse…i apprciate yo'll
Avoid cloud GPUs. Essentially a free data farm for Google. Remember how they managed to get people to annotate their CV datasets for zero cost using CAPTCHA
Good video. One point to add to the smaller model category would be the prospective use of bit-sized LLMs like the bitnet along with MoE. Would be interesting to see how well they can perform compared to MoE and if it's effective, could be a game changer. Earnestly hope work in that field will be fruitful.
10. Models based on better architecture
running local model for maximum privacy
10. AI Ethics
can i get ur snap pls
im very inlove you y