Generative AI is just the Beginning AI Agents are what Comes next | Daoud Abdel Hadi | TEDxPSUT

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Күн бұрын

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@SenorJuan2023
@SenorJuan2023 7 ай бұрын
Need to boost the volume!
@nobotbronaut2241
@nobotbronaut2241 7 ай бұрын
I think I've noticed this trend on KZbin where the volume levels on videos with controversial topics is muffled. This can't be a coincidence now, can it? The volume levels of intrusive ads are loud and clear, sometimes even better than the volume levels of the original video.
@Thoughtler
@Thoughtler 3 ай бұрын
scrolled down for this comment less than 1 minute into vid 😆
@robertsinke9211
@robertsinke9211 8 ай бұрын
This lecture would have amazed me 2 years ago. But after having conversations with Claude 3 the last couple of days, this is a history lecture. Edit: I was wrong and happily stand corrected.
@muhsinkhalif3621
@muhsinkhalif3621 8 ай бұрын
i agree bdw
@sharafkhan9333
@sharafkhan9333 8 ай бұрын
I currently only use gbt 4 and mindscape ai.... what other ai's do you guys know of that you'd recommend?It could be for anything
@federicamariani3294
@federicamariani3294 8 ай бұрын
Same
@implexedone
@implexedone 7 ай бұрын
Claude is on crack
@HuntersHunter
@HuntersHunter 7 ай бұрын
Claude 3 isn’t an agent so you maybe missed the point. Agents use models like Claude running in a loop with some store of embedding vector memory and a set of tools it can select from to accomplish given tasks. The quality of an agent’s output is heavily dependent on the quality of the LLM it’s using, but it’s a fundamentally different way out using them than the typical chat interface and ultimately more powerful. When AI programmers take over they will be agents, not just a fancier model running in a web chat interface.
@mutyaluamballa
@mutyaluamballa 8 ай бұрын
Programmers are so good, they can replace themselves... with code that writes even better code! Who needs job security when you can automate your own job?
@allaboutferrets
@allaboutferrets 8 ай бұрын
That’s called ‚evolution’😂
@hnaku8748
@hnaku8748 8 ай бұрын
Still need someone to handle/maintain the automation. If humans could somehow automate food, water, shelter, clothing too, I think we would worry lesser about tedious jobs. Since survival would more or less be guaranteed. AI with robotics could be a step towards that. Making it write a bunch of text is a simpler step relatively.
@tuckerbugeater
@tuckerbugeater 8 ай бұрын
you've evolved to go extinct @@allaboutferrets
@tuckerbugeater
@tuckerbugeater 8 ай бұрын
imagine believing all humans are the same lol @@hnaku8748
@bilderzucht
@bilderzucht 8 ай бұрын
@@allaboutferrets This isn't evolution. Evolution has randomness included. This is by intend. Like Semelparity. Like the salmons reproducing themselve with dying in the process..
@theWebViking
@theWebViking 8 ай бұрын
Where's the personal storytelling that build the essence of Ted talks? I mean. What he's saying is of big importance. However, people can't gasp the exponential development these agents will bring to our society. I'd expect a speaker to share his excitement with the audience by giving them a bridge from what they already know to what's happening when Agents are here.
@Sandheip
@Sandheip 3 ай бұрын
This TEDx talk on AI agents is mind-blowing! The speaker's vision of AI agents working together reminds me of platforms like SmythOS that enable multi-agent orchestration. I'm really curious to learn more about how businesses are implementing these AI agent teams.
@CimolOk-nz5yj
@CimolOk-nz5yj 7 ай бұрын
🎯 Key Takeaways for quick navigation: 00:00 *🎓 The journey from AI skepticism to the realization of its transformative potential* - Early doubts about AI's ability to fully automate complex tasks, - The paradigm shift with the introduction of large language models like GPT-3. 02:05 *🧠 The versatile capabilities of generative AI* - Generative AI's proficiency in a wide range of tasks including writing, coding, and pattern recognition, - The shift from AI as specialists to more generalized intelligence. 03:01 *❓ Discussing generative AI's limitations and human intelligence* - The imperfections of AI, such as generating incorrect information and struggling with multitasking, - The comparison of AI limitations to human challenges and the broader scope of intelligence beyond knowledge. 04:38 *🤖 The concept of AI agents as autonomous problem solvers* - Introduction of AI agents capable of end-to-end task automation with minimal human input, - The comparison between human use of tools and agents automating tasks through planning and execution. 06:13 *🚀 Real-world applications and the future potential of AI agents* - Examples of how AI agents could revolutionize various tasks, from web development to travel planning, - The efficiency and accessibility of agents, highlighting existing applications like Microsoft's Copilot and Shopify's Sidekick. 09:11 *🔍 The technical workings and development of AI agents* - Detailed explanation of how agents function through a cycle of planning and execution using language models, - Examples of agent frameworks and the current reality of agents in technology. 11:33 *✨ The transformative impact of AI agents on society and industry* - The potential societal and industrial revolution through widespread adoption of AI agents, - The role of AI in democratizing skills and lowering barriers to innovation, highlighting the collaborative future between humans and AI. Made with HARPA AI
@devanandsv3875
@devanandsv3875 7 ай бұрын
The explanation of each segment is absolutely superb... You deserve sincere appreciation... Congratulations... 🎉
@rudrasoni7846
@rudrasoni7846 2 ай бұрын
Brilliant Summaries!!!!!
@juliocesarsalazargarcia6872
@juliocesarsalazargarcia6872 8 ай бұрын
The audio of this video was super low volume even at the max capaxity of my phone audio. You need to correct that.
@ramakrishnan00
@ramakrishnan00 7 ай бұрын
r u deaf??
@robosergTV
@robosergTV 6 ай бұрын
works fine for me. Buy a better audio system
@wmetz1869
@wmetz1869 3 ай бұрын
​@@robosergTVAnd you can buy some commen sense. You seem to be very poor in that regard.
@gdibble
@gdibble 7 ай бұрын
🗣 *"Agents are the just the feedback loop of planning and executing actions, using Language Models."* Thanks Daoud Abdel Hadi for that simple breakdown, and the excellent speech.
@nintishia
@nintishia 7 ай бұрын
Important ideas, clearly communicated.
@iks8622
@iks8622 8 ай бұрын
Brilliant speaker.
@santoshtavargeri
@santoshtavargeri 7 ай бұрын
With all the buzz around, i am working in Canadian big bank working on java 8, with spring xml and still asking for the logs from the support team 😂
@shmish111
@shmish111 7 ай бұрын
This is why we've got some time left to milk it 😂 One day you might find yourself missing XML, that's the true dystopia 😱
@tonythedegen
@tonythedegen 2 ай бұрын
Great talk. Thanks for sharing.
@ChristopherUtman
@ChristopherUtman 8 ай бұрын
Need to show what is on the screen when he is talking, not the crowd or the speaker 8:26
@alexidino
@alexidino 7 ай бұрын
Do you know what is the country on the video ? All woman with fabric on their head.
@YouAreTheRaidBoss
@YouAreTheRaidBoss 5 ай бұрын
Great talk! Loved the optimistic outlook!
@xuibliminal
@xuibliminal 7 ай бұрын
presentation was well done and informative
@Naomi_dreamz
@Naomi_dreamz 5 ай бұрын
This lecture would have amazed me 2 years ago. But after having conversations with Claude 3 the last couple of days, this is a history lecture.
@geekwithabs
@geekwithabs 5 ай бұрын
Great point
@PoffinScientist
@PoffinScientist 7 ай бұрын
Please TED let us know the date of your videos!
@aination7302
@aination7302 8 ай бұрын
such wonderful presentation, and how is everyone in the audience so dull?
@Patrick7joseph
@Patrick7joseph 8 ай бұрын
I would think they’re deeply enthralled and in deep thought
@Jonathan2x6
@Jonathan2x6 8 ай бұрын
⁠@@Patrick7joseph I’ll have what your having. you must be blind as a bat to not notice people on their phones
@lemachro
@lemachro 7 ай бұрын
Hahahahah
@Dplaysitcool
@Dplaysitcool 7 ай бұрын
Do you want them to be screaming and shouting....
@goggins_amazing
@goggins_amazing 8 ай бұрын
Great talk Ryan Gosling 👏🏻
@dillanikobe495
@dillanikobe495 7 ай бұрын
I thought I was the only one who saw 😂
@adeladeanova3823
@adeladeanova3823 7 ай бұрын
Great talk!
@Cristian-yg4bg
@Cristian-yg4bg 7 ай бұрын
I'm ready for my AI agent to take over mundane tasks, like deciding which Netflix show to binge.
@ThomasTsehongkonglawyer
@ThomasTsehongkonglawyer 7 ай бұрын
Thanks for giving this meaningful speech. Just like the Internet which helped democratise imformation, we hope AI would democratise knowledge and expertise improving intelligence and wisdom of mankind.
@cesarorz
@cesarorz 8 ай бұрын
I am a programmer and although many people said that we are safe, believe me, I am planning to move to other areas of economy like farming. Specially in this days with Devin and know a lot of people all over the world are working really hard to automate everything, I was doing that myself.
@cryptogeek6732
@cryptogeek6732 8 ай бұрын
Automation is grabbing each sector and agriculture is no exception. Good luck !
@ADHD101Thrive
@ADHD101Thrive 8 ай бұрын
I wouldn't worry too much a solution will be developed once job destruction really kicks in, Milk your job for as much money as possible and focus on building skillsets that don't require efficiency or some-type of AI. Acting for example will never be obsolete, art will never be obsolete, human to human connection is going to be outsourced it will be more valuable the arts will become increasingly more in demand as time continues. At a minimum every human on earth will get a dividend income on top of supplementary job income where work will be optional and your reward is a higher living standards. Jobs aren't going anywhere.
@MrNH718
@MrNH718 7 ай бұрын
Ridiculous
@rhawkins4578
@rhawkins4578 7 ай бұрын
​@@ADHD101ThriveKeep dreaming. But I hope you're right. Did you factor in robots? How about quantum computers?
@rhawkins4578
@rhawkins4578 7 ай бұрын
​@@MrNH718?
@tusarholden8426
@tusarholden8426 4 ай бұрын
'When does something that's less intelligent, control something that's more intelligent?' That's where we're headed.
@lxn7404
@lxn7404 4 ай бұрын
Big question is how you define intelligence. Those machines are made of bytes and that's like a one dimensional intelligence. Nature is way more complex than that.
@devanandsv3875
@devanandsv3875 7 ай бұрын
Super.... A mirror to the future.... 🎉🎉🎉
@schmoab
@schmoab 7 ай бұрын
Tony Stark was like the richest person in the world. That’s a great avatar of who will benefit most from AI.
@HisPoem
@HisPoem 8 ай бұрын
Amazing! Thanks for sharing.
@cwquick111
@cwquick111 8 ай бұрын
Why doesn’t it show his slides
@yosoybrunon
@yosoybrunon 8 ай бұрын
Just thank it (barely) lets you hear the sound.
@Planet_Xplorer
@Planet_Xplorer 8 ай бұрын
Very nice lecture
@doc2112
@doc2112 8 ай бұрын
Please fix the sound level, I have problem of hearing anything while my audio is at max.
@brandonreed09
@brandonreed09 8 ай бұрын
Ikr! It's very low.
@hnaku8748
@hnaku8748 8 ай бұрын
I thought it was an issue in my side, so re-winded to the start with volume at max. Nearly had a heart attack with the intro music. 😂
@Marlon.66
@Marlon.66 8 ай бұрын
Try closed captioning
@dgoullet1
@dgoullet1 8 ай бұрын
Well explained!
@krishna_and_swamy
@krishna_and_swamy 8 ай бұрын
Excellent!
@basilsq2
@basilsq2 7 ай бұрын
Great Presentation. thanks for sharing
@JaelMurillo-z8q
@JaelMurillo-z8q 7 ай бұрын
If AI agents can fold my laundry, I'm all in!
@primi22
@primi22 7 ай бұрын
What I’d like to know is what business the entrepreneur is trying to start?
@drishyaphuel
@drishyaphuel 8 ай бұрын
All these projects, based on neural network models-be it generative or predictive - are testaments to capabilities of humans. AI is profound. However, if unchecked, a threat to human civilization and humanity.
@cinthiauc919
@cinthiauc919 7 ай бұрын
Forget human landscape architects, designedbyai is the real deal.
@dimitridehouck9506
@dimitridehouck9506 7 ай бұрын
There was someone whispering in the house across the street from me. So I couldn't hear a thing that was said in the video.
@VKTBtest
@VKTBtest 7 ай бұрын
If the future is full with AI agents which will do, plan, perform, create same way as us, humans - what will all of us actually do in order to get the benefits these agents will provide (for a fee, of course)? If a business can be run only with AI agents with 10 times less the cost, how will this business find customers (together with the rest of most other businesses which will do the same) when 10 time less humans will receive salaries and the unemployed part of us will not be able to pay for all these services that will be happening in an instant...
@jewelstar9000
@jewelstar9000 7 ай бұрын
Ive wondered who will buy these companies products too if this puts most of us out of work.
@EchoesTheEnd
@EchoesTheEnd 7 ай бұрын
"in the same way Jarvis doesn't replace Tony Stark, our relationship with AI can be a collaborative one." I guess homie didn't watch Avengers: Age of Ultron, where a rogue AI tries to kill Tony Stark and take over lol
@planetmuskvlog3047
@planetmuskvlog3047 7 ай бұрын
“Jarvis does not replace Tony Stark” … Thought of the day right there!
@mbratchie1
@mbratchie1 7 ай бұрын
But how many Tony Starks' does the world need?
@planetmuskvlog3047
@planetmuskvlog3047 7 ай бұрын
@@mbratchie1 good point,or rather, how many does Earth have? Not many. The rest of us MAY be replaceable
@cryptogeek6732
@cryptogeek6732 8 ай бұрын
Booking a flight didn’t sound like a good use case here. I would still prefer to visit a website and search the flight on my own instead of typing some logical statements for AI. Using mouse is more convenient than typing on a keyboard.
@LauraKayeChamberlain-vb7dd
@LauraKayeChamberlain-vb7dd 7 ай бұрын
Voice-to-text or voice search 👍
@godblessCL
@godblessCL 7 ай бұрын
It is not that simple to replace and trust a web developer, because depending on the complexity, the model will fail and you cannot full trust the AI.
@rhawkins4578
@rhawkins4578 7 ай бұрын
How will we know?
@InTexas
@InTexas 8 ай бұрын
Yes, but does Jarvis actually still need Tony Stark?
@MrMetalzeb
@MrMetalzeb 7 ай бұрын
when concentrating in the big picture becomes so easy is when you are not needed anymore. say in a factory 1000 people are fired becouse of a robots and ai, not all 1000 will find an alternative. at that point we are 8 billions of useless bodies while 1000 will get advantage from all this. I know it's not reversible but I'm askyng myself what's next. unless money become obsolete (wich I don't belive) what is left for us 8 billion of souls? let's see..
@rhawkins4578
@rhawkins4578 7 ай бұрын
Well said. No one knows!
@nickcloutier6436
@nickcloutier6436 5 ай бұрын
No we do know, get familiar with the technology, you will not be replaced. Despite the exponential growth human input will be required in first steps to Nirvana
@MrMetalzeb
@MrMetalzeb 5 ай бұрын
@@nickcloutier6436 the point is how many "human inputs" will be required?
@nickcloutier6436
@nickcloutier6436 5 ай бұрын
@@MrMetalzeb we scour over datasets watching tasks move at a basic input output algorithm. Human input is required wherever needed to sign off or sign on. Soon enough though, Agi will work overnight, making our work weeks much much shorter
@MarkSmee
@MarkSmee 7 ай бұрын
I can’t believe we’re literally calling them agents.
@swojnowski453
@swojnowski453 7 ай бұрын
Agents will be free? Really, who is paying for training who is paying for the energy while in use. What about water for cooling server farms? Have been living in a la-la-land and under a rock for the last 5 years? Fairytales from the beginning to the end.
@timematters800
@timematters800 7 ай бұрын
And here's more good news, you guys don't have to worry too much!. I met with a Data Anaylst (who's a proficient programmer) friend just the other day, and he assured me that AI could never take his position. He claims that AI could never construct above parr decent code (entirely on it's own) and anyone that claims that it can are 'newbies' at programming. Real coding requires real human intervention. WIthout it, AI is laughable at writing code He did give a reason for this hypothesis but i couldn't entirely understand it.
@danton1975
@danton1975 7 ай бұрын
That is sheer arrogance, I am afraid. Any Cognitive based jobs can and will be replaced by an intelligent entity thousand times smarter than us, which is evolving faster than we can comprehend. To not think so, is absurd. We are only deluding ourselves. This will be a revolution in reverse…the Cognitive jobs will go first and then the manual ones after. What we really need to do is find a way to maintain a healthy mindset and an anchor amidst all the chaos that will ensue.
@AIBeReal
@AIBeReal 7 ай бұрын
Audience all looking at their phones and yawning.
@marc.roelofs
@marc.roelofs 8 ай бұрын
The dead pixel was too much of a distraction
@sunnydayy5504
@sunnydayy5504 8 ай бұрын
nice
@jimbojimbo6873
@jimbojimbo6873 7 ай бұрын
Okay but they need to hurry up, because from what ive seen people are still doing manjal dsta entry in hugr companies
@CollideTVOfficial
@CollideTVOfficial 7 ай бұрын
show what is on screen, what he is presenting
@Webgemz
@Webgemz 7 ай бұрын
Don't we already converse with customer service chat bots for companies?
@Patrick7joseph
@Patrick7joseph 8 ай бұрын
Please show slides
@cujo1050
@cujo1050 7 ай бұрын
What leads you to believe that the large percentage of the population world wide that get displaced in the job market due to AI are going to participate in the technology? The speed at which humanity will be displaced in the work force will be unprcedented. Massive layoffs will occur in the service industry. What leads you to believe that a large enough percentage of this displaced work force will adjust so that civil unrest in society is avoided?
@Houseof8MediaYouTube
@Houseof8MediaYouTube 6 ай бұрын
This video is lacking cutaways to the slides, and the volume is too low
@ryanalbrecht3331
@ryanalbrecht3331 8 ай бұрын
Audio level was terrible.
@afsarzaman475
@afsarzaman475 10 күн бұрын
If Web scrapping is illegal, how the heck my AI agent can find cheapest available flights ?
@CB-mf8xf
@CB-mf8xf 7 ай бұрын
Why is the audio is impossibly quiet?
@JorgeBarba
@JorgeBarba 7 ай бұрын
The volume is too low on the video…
@Beep974
@Beep974 7 ай бұрын
FOCUS ON YOUR SKILLS IN REAL LIFE
@theangellugo
@theangellugo 7 ай бұрын
Someone tell him about Vision
@mattp9289
@mattp9289 8 ай бұрын
Anyone who thinks AI can build an end to end application that is production ready and secure has never written a single line of code.
@rangerCG
@rangerCG 8 ай бұрын
That's true, but an analogous statement could've been made only a few months ago about AI that generates video that is visually and temporally indistinguishable from reality. The leaps of that which we thought was impossible keep happening consistently.
@tumppigo
@tumppigo 8 ай бұрын
Well, give them som time to evolve...
@Jonathan2x6
@Jonathan2x6 8 ай бұрын
You might think your a special snowflake I hate to break the news to ya cause youve been living under a rock but that will change .
@richardcharlesworth2020
@richardcharlesworth2020 8 ай бұрын
We have been doing exactly that for over 8 months now. In fact, we have already built and put into production for multiple clients all three use cases he talked about.
@louisgeorgiou9283
@louisgeorgiou9283 8 ай бұрын
I’ve done it already too. It’s always the engineers who are quick to discredit AI, but it’s happening now and it’s only getting better over time. If you don’t adapt you will be left behind
@FindTheTruthBeforeTheEnd
@FindTheTruthBeforeTheEnd 6 ай бұрын
What is the role of Agent Smith?
@alexludwig_music
@alexludwig_music 6 ай бұрын
"never send a human to do a machine's job" 😎
@datapeter
@datapeter 7 ай бұрын
Who ever edited this video is really in need of some AI agents to help him redo it. 30 seconds pointless clip of the audience, important slides not in frame etc.
@DuncanTheHighlander
@DuncanTheHighlander 7 ай бұрын
This talking about Rabbit R1? L.A.M?
@huhuhuh525
@huhuhuh525 7 ай бұрын
Ted talk used to share the most forefront/ innovative ideas at the time. Not it just seems more like a platform for boomers to catch up on things they missed a year ago... really sad
@amirulabdullah4334
@amirulabdullah4334 7 ай бұрын
Buy $OLAS - king of autonomous AI agent
@foreropa
@foreropa 7 ай бұрын
The sound is terrible, extremely low.
@FreeWillySki
@FreeWillySki 8 ай бұрын
Spot on! The agents are coming! The prompt engineers like Stunspot @collaborativedynamics will be key!
@swojnowski453
@swojnowski453 7 ай бұрын
Give it a goal and you will not even notice when you are dead once .... Spoiler, troubles ahead.
@yubaayouz6843
@yubaayouz6843 8 ай бұрын
❤❤❤
@oxdogoxSF
@oxdogoxSF 7 ай бұрын
Book me the cheapest flight to London....Sure 4 stops and 72 hours travel time ;-)
@rhawkins4578
@rhawkins4578 7 ай бұрын
At this point you have to narrow the parameters very specifically
@oxdogoxSF
@oxdogoxSF 7 ай бұрын
@@rhawkins4578 Yes or have predefined parameters set during the 'getting to know you phase"
@andreaskrbyravn855
@andreaskrbyravn855 7 ай бұрын
why look at the audience to much
@carolinaquanonne269
@carolinaquanonne269 7 ай бұрын
Motive motivate motivation motivating motion memory magic rabbit egg hidden Easter death religions sells artificial intelligence for gave before recall dead
@AlejandroRodriguez-qn1gv
@AlejandroRodriguez-qn1gv 7 ай бұрын
Will AI agents help me choose my next TikTok dance challenge?
@ramakrishna5480
@ramakrishna5480 8 ай бұрын
I live for the day when software engineers become obselete
@DataSet
@DataSet 4 ай бұрын
I wish he would talk quieter
@AraceliLunamendez
@AraceliLunamendez 7 ай бұрын
Havenly who?
@BBurton1231
@BBurton1231 7 ай бұрын
If AI could please vacuum and do the dishes while I write the content and ride bikes...that would be great. Maybe not plagiarizing the content humans have already created would be great.
@arian386
@arian386 8 ай бұрын
Where can I buy this shirt?
@rhawkins4578
@rhawkins4578 7 ай бұрын
Have one made.
@madamedellaporte4214
@madamedellaporte4214 7 ай бұрын
2024 women in lecture hall on AI yet not dare show a strand of hair...humanity is funny.
@Bajsvsuevdj
@Bajsvsuevdj 2 ай бұрын
Some aren't
@amirulabdullah4334
@amirulabdullah4334 7 ай бұрын
Buy $OLAS
@mysticrhythm6035
@mysticrhythm6035 7 ай бұрын
I'm Hard on hearing, thank you for the lowest volumed KZbin video ever!
@swojnowski453
@swojnowski453 7 ай бұрын
clean my toilet? any willing LLM ? None? No agent available? Really ?
@joelkorpi
@joelkorpi 7 ай бұрын
This is already out of date information
@davidshaw3374
@davidshaw3374 7 ай бұрын
Which bit
@kxdy8yg8
@kxdy8yg8 6 ай бұрын
This talk is so full of sh*** I have worked in ML for the last 6 years. I am deep into this stuff. LLM have no planning and reasoning abilities: none, zero. It just happen that they incurgitated so much textual data that it feels like they can reason. But they can’t. They just spit out the most probable words given the input prompt. There is no internal mechansim of causation. We need another breakthrough to get to AGI. We are still far from it. Current LLMs are super useful but they definitely make a lot of mistakes. Agents are definitely a good research area but as of today their outputs far from perfect and needs a lot of editing. If you don’t believe me, watch what Yann Lecun, one of the most important figure in the domain, has to say about it
@mallutornado
@mallutornado Ай бұрын
I tried to fetch some basic stuff from a pdf using RAG framework using Llama parse and other tools. Wasn’t too happy with the results. Still a long way to go to be dependable
@yangyang1412
@yangyang1412 7 ай бұрын
people still watch ted talks?
@Spaceghost87x
@Spaceghost87x 7 ай бұрын
... hey put me on ....is there somethings else we should be watching as a replacement from Ted Talks ?????
@AI_Superintelligence
@AI_Superintelligence 7 ай бұрын
Ok, but who is this guy...
@richiebee33
@richiebee33 7 ай бұрын
Cool, bro...
@frooqy
@frooqy 7 ай бұрын
His name is in the title
@Tropicvalue
@Tropicvalue 7 ай бұрын
Most boring speaker ever
@Bajsvsuevdj
@Bajsvsuevdj 2 ай бұрын
You should be thankful for having access to this information
Everything is Connected -- Here's How: | Tom Chi | TEDxTaipei
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