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multi-agent system
relevance ai
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we have been trained too long to strive and not to enjoy
 
build club
 
ai is happening now those who don’t adopt will fall behind
entire
now anyone can build and harness the power of ai
SEO marketing
AI engineer
 
bounties
find value
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悉大 AI Industry Event series分享会回顾
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悉大 AI Industry Event series分享会回顾
1,We work less
人类工作的平均时间实际上是越来越少的,自动化是越来越多的,工作中大量的同质的、重复的,我们可以把他们交给AI
2.machine systems → human systems & software systems → agent systems
从机械系统到人类系统,从软件系统到代理系统
(agent 就像现在比较火的cursor,你只需要输入项目详细需求的prompt,它就可以帮你直接生成一个完整的项目)
3.tiktok(engineer lead说他们面试时看中的)
  • 招聘标准:重视工程师的理性思维和知识储备,面试过程中侧重于问题解决能力和解释过程。
  • 面试流程:例如,TikTok的面试要求候选人在限定时间内解决问题,强调实战能力而非单纯学术背景。
4.求职建议 Personal branding
(1)初创企业为大学毕业生提供了丰富的责任和实践机会,鼓励年轻人通过实际项目脱颖而出。
从实际问题出发,直接去解决问题,用实际动手做的项目来从人群中脱颖而出
(2)项目实践:建议候选人通过实际项目展示技能,如与API交互、开发自动化工具等,以在求职中脱颖而出。
(3)持续学习与适应:在快速发展的AI领域,持续学习和适应新技术至关重要,积极参与相关项目和研究
5.relevance ai创始人回顾创业经历 反思他离开大学并追求创业的决定 他觉得自己的大学经历缺乏实践学习机会 尽管最初有种种挫折,但他们还是成功地创办了自己的企业。
6.Build Club
可以关注build club,提供学习ai的机会

. AI的测量与应用

  • 符号模式匹配问题:当前AI在不同语言和内部应用中的测量方法各异,涉及符号模式匹配。
  • 数据分析示例:通过对不同日期(周五、周六、周日)选择Kiwis的数据进行数学运算,展示了AI在数据处理中的应用。

2. 招聘实践

  • 招聘标准:重视工程师的理性思维和知识储备,面试过程中侧重于问题解决能力和解释过程。
  • 面试流程:例如,TikTok的面试要求候选人在限定时间内解决问题,强调实战能力而非单纯学术背景。
  • AI与软件工程师:除了传统的软件工程师,企业还在招聘机器学习和AI研究人员,尽管AI并不适用于所有角色。

3. AI对就业市场的影响

  • 就业增长:预计AI的发展将增加约30万个就业机会,呈现出明显的增长趋势。
  • 技能需求:强调具备故障排除方法论和能够清晰解释问题解决过程的工程师更具竞争力。

4. 创业经验与建议

  • 创业机会:初创企业为大学毕业生提供了丰富的责任和实践机会,鼓励年轻人通过实际项目脱颖而出。
  • 个人品牌:在竞争激烈的市场中,建立个人品牌至关重要,包括明确自我定位和持续展示个人价值。
  • 创业挑战:创业过程中充满不确定性和挑战,但也提供了宝贵的学习和人际关系建设机会。

5. 技术平台与工具

  • AI平台功能:能够构建智能代理和工具,如ToolBuilder,支持API请求、JavaScript、Python等集成,类似于Jupyter笔记本。
  • 自动化与效率:利用生成式AI和语音输入技术提升平台效率,简化用户操作。

6. 社会影响与未来展望

  • 社会福利与工作:探讨了AI带来的生产力提升如何影响社会福利和工作需求,提出解决食物可负担性和收入差距的问题。
  • AI决策机制:AI在决策过程中的应用既有潜力也存在问题,需要平衡其有用性与潜在风险。

7. 实习与职业发展

  • 实习机会:鼓励有兴趣者通过实习积累经验,与业内专家合作,提升职业竞争力。
  • 多样化背景需求:不仅需要技术背景的人才,商业背景的人也在AI公司中扮演重要角色,如品牌营销和运营。

8. 个人建议

  • 项目实践:建议候选人通过实际项目展示技能,如与API交互、开发自动化工具等,以在求职中脱颖而出。
  • 持续学习与适应:在快速发展的AI领域,持续学习和适应新技术至关重要,积极参与相关项目和研究。
以上总结涵盖了文本中的主要内容,涵盖了AI的测量方法、招聘实践、就业影响、创业经验、技术平台、社会影响以及职业发展等方面的关键信息。
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Do you have a general idea a little bit deeper so he mentioned that it's a symbolic pattern matching issue that's right so today how AI is measured right it's measured in different ways in across language internally for our application usage of course but all I can what I can discuss is a little bit more publicly facing so that example that I just spoke about those three things on Fridays on Saturdays on Sunday pick double the amount that he did on Friday but which was five of the Kiwis they picked on Sunday were too small and then it asked how many total Kiwis did Kevin deck so typical mathematics instead it's subtracted the five from the Sunday even though it's completely so that's actually one of the really interesting things that you learned so we hire Engineers based on their rational thinking then knowledge and they're not questions in our interview Cycles so apply to tiktok we will give you one page to cheat until you these are the things we will interview on don't get the intimidated by that studied through your degree and some of the panelists mention if you I saw some statistic about that background well increasing AI will increasing the 300,000 jobs so a trending so what are the questions what are the key here in qualities but company looking for hiring so many of you software Engineers but something that you 'll notice that they hiring across machine learning and AI researchers across where does AI what how does AI feed into some of these roles and they don't fit into every role intrinsically but there's a reason to that and I'll explain that later but I might just ask a very simple question and does framework it does anyone know where the deficiency of that framework to go up the last three days there was a research paper released by apple and would you know or anyone know where the deficiency was identified there was one layer of deficiency that was identified by Apple recently that needs to be covered have a natural first to learn and you have an actual models of problem solving will be very successful in your job searching pathway and I think you'll be very successful if you have the troubleshooting methodology and able to explain that so sometimes I see Engineers able to get to the answer very well very quickly unable to explain how they start want actually taking reading all the CDs and calling everybody itself or you have friends and members are you working in real estate as well okay so you understand an appraiser on day-to-day job so for examples you get a job right and it says this is a common Mascot and they desktop as well where you have to actually physically be there and going into apartments and property and taking photos and doing researchers you're going to different websites see similar evaluation just sold all that stuff and you data with a proper validation and then valuation itself has to go to peer review and your teammates have just all your leaders and then you mortgage that's just be very long yes so this is what we do we're doing very niche market and we service this the whole access will total of accessible market is around the Australia is 193,000 but as we talking about so many boats here they want to also doing sales 3 million transactions every year and so that's a big market we're looking at and we want to attribute this platform as AI as possible as efficient as possible there's a lot of new technologies coming through generators AI that you don't even have to write anything you just speak to it and pops up with the time with your designated yeah so I'm not from actually a technical background I'm from Business School backgrounds so in AI companies in school need the people like me you know and John as well we're going out and it basically we'll talk into investors day every single day and he just came back from Silicon Valley and he was there and talking to all the funds and investors as well so this is what we doing in addition it's all the Engineers and operations so many hiring opportunities here and to start with it I think it'll be good if you can talk to John and me later to start as an intern and moving on and Gain experiences thank you very much stand yeah that's very interesting question actually wasn't context as well if you rejected by tiktok and at least with me I'm also gay I they do independent benchmarking so let's say that's some aspects of AI at least I feel like there's quite like some life differences in like what really like using the apis a whole bunch of different I think for me what is most important as this card you have to at least choose some interest that you're willing to your hands for example right like if even for example if you for example to just like put it up using some prompts and then like point it for example I think that already shows quite like a lives that compared to it's like some people right now I think as being like but if you could show that you are in True conversation true understanding and what you think AI can bring to the wall to people like the way for example i think you already understand and even better if you try a lot of a lot of models aside you can see for example was actually interacting with the apis and trying to make things in trying to make like for example I tried making a project where our be able to pass in like a document that I might have presentation for example and then automate like I know that's already with it in the early days it wasn't much that going around and I think really showed that I had at least I was willing to get a bit and I encouraged everyone you're interested in it I think that really goes along so yes so contacts at relevance with few weeks looking at double the size of our team over the next six months I'd say a couple of things first of all working and startup is unbelievably fantastic opportunity straight out of the uni you get to touch way more you have to get a lot more responsibility and I could not recommend it more fantastic we love the high people from tiktok so build something people love at least we must be for ourselves we love to see you've built some things you not just studied but you've actually built things but there was something that's actually like really hard like really cool I've used so many tic tac toe games I have played with so many to do lists apps or like simple chatbots I get it I assume that you can do that do something that really hard we're really interesting or really different to stand out from that say you've just millions and millions of like apps and that doesn't always been doing something like technology difficult it might mean just doing one of those things I mentioned but making it like feel awesome to use or look really cool or just like yeah I highly recommend you wouldn't believe how little across the board I certainly understand everyone's busy you've got anyone but if you want to stand out actually that's my number one advice for people to jobs so I've brought Michael along with me from tiktok so if you have any interest in audio research audio AI so yeah we like that I said we're always it's a job but I think there's much more than a job when you're cv's being with that so you want to make an interesting I think you want to make it you want to highlight out your interesting components of your there are many companies that hiring great edges so you're as long as you're doing very interesting Partners like tips always research opportunities open anyone of our places so please after this and let us know what you're interested in the direction these days you are the key marketer for brand carbon you all right you have to do personal branding yourself to stand out from the crowd if you you have to actually think about who you are what you stand for what contribution you can actually provided to the society or the organisations and you have to do it regularly every day of frequencies to say well that stuff so this is called a personal branding part of the business try your best to stand out from crowd it's a very competitive market now Labor market not many startups Sur vive and so we want to even start up not tiktok not how you want to stand out we can talk as well branding all right thank you follow us on tiktok should help so I want to change our discussion for now Direction actually there's another part which is found so so I will network in with them any economy like you are still there you had the election AI just erased i remember so yeah it's really it's very awesome story and the curious ago why this might be very Scarlet yeah I guess like for me what I found so I told you about it earlier I actually ended up dropping out a uni and not because that's like the cool thing they tell you to doing movies I found my relationship with Uni was not valuable to me because it I didn't feel like I was getting hands on enough and I think I made a mistake I actually studied business school I actually kind of wish I studied because I felt like one of the most valuable things I could do at the time was to just things and at the time I'm sure things have changed I felt like you need just how I got into the start of space because it turns out there's lots of startups out there at early stages i don't know how early things like attention so early jobs desperate for honestly out there because it's really hard to be start off it's really hard to attract Talent and you competing against the likes to tiktok and Amazons and Googles so they'll plenty style out there made for you guys on really ultimately ended up taking me down a path where the start of my own company before relevance and didn't have time to do that and uni and then forgot to tell Unity I wasn't going to show up to uni anymore and they got really upset of me lots of lots of drama but I think that was the one thing is just like crazy to get hands on I want to crave to become a founder I think that's a kind of silly concept it's a tiring chocolate it's like it's not like it's definitely not an idealistic job by any means and also I don't think it's like the right incentives be found I think crazy hands on that takes you into the startup world I highly highly recommend it doesn't as long as you can do that I think that's the best way to grow i'm sure I have label thoughts on this topic that's what comes to mind and it's really quickly as well currently I'm actually my fourth startup so I remember from like my very first year of uni I was like very eager to the startup world i was crazy but I think like looking back on all my experiences like one of the most learnings and once really important about that hR this crypto game startup it's kind of sketchy to be honest but i was trying to make this campaign for like this horrible no one has time to and I think being very specially if you experience that I've got because when you what's happening struggle at all I have to be you can get at a startup you really well I study on that like a lot of the startup world is about serendipity whether you won't work out because you get throwing the deep end and then Yoda didn't work out I think one really important thing to know about the summer world is that because it's more if you get in there and you find a way to make them happy stop that you are in even if the startup ends up dying you will meet the right people and build some really relationships and like my two co-founders I met them here you said in the startup incubate off at the time doing my best start up five years before we started relevance and yeah five years laid off journey's realigned and it's easy to look at that start up on paper and then the next three things after that all failed as well and like regret them but I think what I found in the start serendipity
How I live but not everyone for sure yeah industry revolution and even failed you friendship and you have the handout experience to apply tiktok and various useful I believe and now I think we should anyone has any questions feel free to raise your hand and drami will give you the mic is all the time I was just wondering if people question I might opinions I think this is one of the discussions Society have I believe in strong governments of social welfare nets I think australia has traditionally i think that is a problem for us to solve this Society but what a great problem to solve how can we've created so much prosperity you don't need to work as much anymore how do we afford food at the sharing at disparity great problem to solve my opinion is confidence there's also a lot of really interesting literature and what people do when they retire if you want to learn more about what it might mean to have to work less as well we're not just doing so fundamentally our platform in our platform you can build agents as I showed you can build tools so we have a thing called the toolbuilder you can think of it if anyone seems like Jupiter notebooks in Python it's like so you can you now sort of UI string together lmk API requests run JavaScript run Python we have built-in integrations such as our web scraping integration and basically the point of the tool you're not as you can build any utility that your agents need to complete their work and then you can also give it so I just showed a really really simple example theoretically recruitment YouTube videos that will teach you how to write aspects what I can generally suggest people watch that especially different however applicants where we have that problem interesting problem moving forward is obviously aI arbiters of these decisions I actually think it's I think you know what you're doing when you ask this question because it's definitely a very interesting case for AI that I've imaginately so useful but also create a lot of problems but yeah we also scared everything waves of gets frustrated he has to actually look at it every single one he's probably but again that's a question
 
目标要明确,干的事情要符合自己的天赋点,没有必要去强求,如果市面上没有,那么其实更好去发挥
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DATA5207: Data Analysis in the Social Sciences课程了解double pass
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