- Few founders have the track record of Arthur, Guillaume and Timothee in building Large Language Models
- Few founders have their level of ambition to compete on the global stage
- Few founders have been able to surround themselves with such a stellar roster of talent and capital
Proud to be leading their inaugural round of funding to build one of the category defining companies of the next decade!
Our investment in Mistral, as with all our portfolio companies in Europe, is evidence of our conviction that a new generation of global players will emerge from this ecosystem.
๐ช๐บ ๐ซ๐ท
https://lnkd.in/eHvzAxXU
Paul Julie Alexander Jean-Charles Charles Cรฉdric
- Few founders have their level of ambition to compete on the global stage
- Few founders have been able to surround themselves with such a stellar roster of talent and capital
Proud to be leading their inaugural round of funding to build one of the category defining companies of the next decade!
Our investment in Mistral, as with all our portfolio companies in Europe, is evidence of our conviction that a new generation of global players will emerge from this ecosystem.
๐ช๐บ ๐ซ๐ท
https://lnkd.in/eHvzAxXU
Paul Julie Alexander Jean-Charles Charles Cรฉdric
Medium
Meet Europeโs Next Great Generative AI Startup: Mistral AI
Founded by key members of Metaโs and Alphabetโs AI research teams, Mistral AI has closed a seed round of over โฌ105 million, led byโฆ
Forwarded from ์๋ค์ผ๋ผ์ ์ซ์ ์ด์ผ๊ธฐ
์ธ์์ ์๋ ์ธ ๊ฐ์ง๋ผ๊ณ ํฉ๋๋ค.
1. ์ ๋ต
2. ๊ณต์ง
3. ๋น๋ฐ
1. ์ ๋ต
2. ๊ณต์ง
3. ๋น๋ฐ
https://www.linkedin.com/pulse/what-every-saas-app-spoke-english-tomasz-tunguz/
What if every SaaS app spoke English?
In the last month, Hubspot launched ChatSpot. Zendesk AI automates customer support. Salesforce launched AI Cloud. Adobeโs released Firefly. What do all of these launches & many other similar ones have in common?
The largest SaaS companies in the world have released English-language APIs. Anyone can write English to enter some input (e.g., โWhat are my top leads for this week?โ) & receive an answer.
Previous APIs require learning programming languages to use & have been reserved for developers.
When every major SaaS application has an English-language API, users of all kinds will be able to ask & receive answers of their applications. That is a meaningful innovation.
English language APIs allow for another layer of abstraction.
Imagine being able to write :
Find my top 10 expansion leads this week from Hubspot, then collect their logos, & for each one create an image in Adobe Firefly that puts the companyโs logo on a racecar alongside my companyโs logo as an attachment to the email. Then draft an email to each prospect using data from their customer support tickets & save them in my drafts folder.
Thatโs a level of automation rarely seen within the enterprise without custom coding. That workflow alone - if it worked - might save a dayโs work. Examples like these illustrate conceptually how AI could unlock 1000x the GDP growth of the PC.
This vision glosses over many important considerations.
First, data security & data loss prevention. How would security leads ensure the workflow is executed by an authorized person, on permitted data, using sanctioned models, & the process complies with international data regulations?
Second, English APIs (aka LLMs) are probabilistic. They err, just like humans. Potential errors could be grave (imagine updating all Hubspot CRM recordsโ owner to a current user). Monitoring, testing, & rollback/undo buttons will be critical.
Over the past few decades, developers have built systems like this for code : code review, testing, monitoring, isolation. If everyone in a company will have the power to orchestrate software through a natural language API, they will also require equivalent tooling for application development.
As models & controls improve, SaaS orchestration through natural-language APIs will massively improve productivity.
What if every SaaS app spoke English?
In the last month, Hubspot launched ChatSpot. Zendesk AI automates customer support. Salesforce launched AI Cloud. Adobeโs released Firefly. What do all of these launches & many other similar ones have in common?
The largest SaaS companies in the world have released English-language APIs. Anyone can write English to enter some input (e.g., โWhat are my top leads for this week?โ) & receive an answer.
Previous APIs require learning programming languages to use & have been reserved for developers.
When every major SaaS application has an English-language API, users of all kinds will be able to ask & receive answers of their applications. That is a meaningful innovation.
English language APIs allow for another layer of abstraction.
Imagine being able to write :
Find my top 10 expansion leads this week from Hubspot, then collect their logos, & for each one create an image in Adobe Firefly that puts the companyโs logo on a racecar alongside my companyโs logo as an attachment to the email. Then draft an email to each prospect using data from their customer support tickets & save them in my drafts folder.
Thatโs a level of automation rarely seen within the enterprise without custom coding. That workflow alone - if it worked - might save a dayโs work. Examples like these illustrate conceptually how AI could unlock 1000x the GDP growth of the PC.
This vision glosses over many important considerations.
First, data security & data loss prevention. How would security leads ensure the workflow is executed by an authorized person, on permitted data, using sanctioned models, & the process complies with international data regulations?
Second, English APIs (aka LLMs) are probabilistic. They err, just like humans. Potential errors could be grave (imagine updating all Hubspot CRM recordsโ owner to a current user). Monitoring, testing, & rollback/undo buttons will be critical.
Over the past few decades, developers have built systems like this for code : code review, testing, monitoring, isolation. If everyone in a company will have the power to orchestrate software through a natural language API, they will also require equivalent tooling for application development.
As models & controls improve, SaaS orchestration through natural-language APIs will massively improve productivity.
Linkedin
What if Every SaaS App Spoke English?
In the last month, Hubspot launched ChatSpot. Zendesk AI automates customer support.
What happened to Reddit recently about api pricing? By PERPLEXITY
Recently, Reddit announced changes to its API pricing, which will take effect on July 1, 2023. Under the new guidelines, third-party apps that access Reddit's data will be charged for requests. The company will charge $0.24 per 1,000 API calls, which could be costly for developers of popular apps. For example, Apollo, a popular Reddit app for Apple products, can make upwards of 7 billion requests in a month, which comes out to nearly $20 million per year. The company's pricing has been criticized as being extreme, with some developers claiming that Reddit's price is still higher than other services, such as Imgur. The changes have led to outrage among hundreds of thousands of Redditors, with many subreddits going dark as a sign of protest. The protests caused Reddit to crash for three hours on June 12, 2023. Reddit CEO Steve Huffman defended the pricing changes, saying that "Reddit needs to be a self-sustaining business, and to do that, we can no longer subsidize commercial entities that require large-scale data use." However, some believe that the changes are an intentional death knell for third-party Reddit apps, similar to how Twitter virtually eliminated third-party apps with its API price hike in February.
https://www.theverge.com/2023/6/13/23759559/reddit-internal-memo-api-pricing-changes-steve-huffman
Here is the full internal memo from Reddit CEO.
โโโโโโ
Hi Snoos,
Starting last night, about a thousand subreddits have gone private. We do anticipate many of them will come back by Wednesday, as many have said as much. While we knew this was coming, it is a challenge nevertheless and we have our work cut out for us. A number of Snoos have been working around the clock, adapting to infrastructure strains, engaging with communities, and responding to the myriad of issues related to this blackout. Thank you, team.
We have not seen any significant revenue impact so far and we will continue to monitor.
Thereโs a lot of noise with this one. Among the noisiest weโve seen. Please know that our teams are on it, and like all blowups on Reddit, this one will pass as well. The most important things we can do right now are stay focused, adapt to challenges, and keep moving forward. We absolutely must ship what we said we would. The only long term solution is improving our product, and in the short term we have a few upcoming critical mod tool launches we need to nail.
While the two biggest third-party apps, Apollo and RIF, along with a couple others, have said they plan to shut down at the end of the month, we are still in conversation with some of the others. And as I mentioned in my post last week, we will exempt accessibility-focused apps and so far have agreements with RedReader and Dystopia.
I am sorry to say this, but please be mindful of wearing Reddit gear in public. Some folks are really upset, and we donโt want you to be the object of their frustrations.
Again, weโll get through it. Thank you to all of you for helping us do so.
โโโ Response from community https://twitter.com/aakashg0/status/1668823414172430336
Recently, Reddit announced changes to its API pricing, which will take effect on July 1, 2023. Under the new guidelines, third-party apps that access Reddit's data will be charged for requests. The company will charge $0.24 per 1,000 API calls, which could be costly for developers of popular apps. For example, Apollo, a popular Reddit app for Apple products, can make upwards of 7 billion requests in a month, which comes out to nearly $20 million per year. The company's pricing has been criticized as being extreme, with some developers claiming that Reddit's price is still higher than other services, such as Imgur. The changes have led to outrage among hundreds of thousands of Redditors, with many subreddits going dark as a sign of protest. The protests caused Reddit to crash for three hours on June 12, 2023. Reddit CEO Steve Huffman defended the pricing changes, saying that "Reddit needs to be a self-sustaining business, and to do that, we can no longer subsidize commercial entities that require large-scale data use." However, some believe that the changes are an intentional death knell for third-party Reddit apps, similar to how Twitter virtually eliminated third-party apps with its API price hike in February.
https://www.theverge.com/2023/6/13/23759559/reddit-internal-memo-api-pricing-changes-steve-huffman
Here is the full internal memo from Reddit CEO.
โโโโโโ
Hi Snoos,
Starting last night, about a thousand subreddits have gone private. We do anticipate many of them will come back by Wednesday, as many have said as much. While we knew this was coming, it is a challenge nevertheless and we have our work cut out for us. A number of Snoos have been working around the clock, adapting to infrastructure strains, engaging with communities, and responding to the myriad of issues related to this blackout. Thank you, team.
We have not seen any significant revenue impact so far and we will continue to monitor.
Thereโs a lot of noise with this one. Among the noisiest weโve seen. Please know that our teams are on it, and like all blowups on Reddit, this one will pass as well. The most important things we can do right now are stay focused, adapt to challenges, and keep moving forward. We absolutely must ship what we said we would. The only long term solution is improving our product, and in the short term we have a few upcoming critical mod tool launches we need to nail.
While the two biggest third-party apps, Apollo and RIF, along with a couple others, have said they plan to shut down at the end of the month, we are still in conversation with some of the others. And as I mentioned in my post last week, we will exempt accessibility-focused apps and so far have agreements with RedReader and Dystopia.
I am sorry to say this, but please be mindful of wearing Reddit gear in public. Some folks are really upset, and we donโt want you to be the object of their frustrations.
Again, weโll get through it. Thank you to all of you for helping us do so.
โโโ Response from community https://twitter.com/aakashg0/status/1668823414172430336
The Verge
Reddit CEO tells employees that subreddit blackout โwill passโ
โWe absolutely must ship what we said we would.โ
Continuous Learning_Startup & Investment
What happened to Reddit recently about api pricing? By PERPLEXITY Recently, Reddit announced changes to its API pricing, which will take effect on July 1, 2023. Under the new guidelines, third-party apps that access Reddit's data will be charged for requests.โฆ
By using Chat GPT
Role: Serial entrepreneur who have dealt with controversial and sensitive issues for a company.
Task: Derive major insight we can learn from <Reddit's problem> and <response from the twitter community>. And suggest what should have Reddit CEO did? And if you were Reddit CEO right now what could he consider mitigating the problem?
โโโ
Major Insights:
From the Reddit incident and the response from the Twitter community, we can derive a few key insights:
Business Decisions vs Community Sentiments: The reaction to Reddit's API pricing changes demonstrates the conflict between a company's need to monetize its offerings and the desire of the user community to maintain accessibility. The move was viewed by many as a deliberate attempt to phase out third-party apps, which led to backlash.
Transparency and Communication: Reddit's CEO, Steve Huffman's internal memo and public statements were viewed as understating the situation. His message didn't address the concerns raised by developers and users. This highlights the importance of clear and honest communication in managing a crisis situation.
Impact on Brand Image and Trust: The decision not to intervene and save Apollo and RIF, two major third-party apps, further eroded trust among users and developers. As a result, Reddit's brand image has been negatively affected.
What Reddit's CEO should have done:
Engage Stakeholders Early: Before making such a significant change, Huffman should have reached out to the developer community and other key stakeholders to discuss the proposed changes, their potential impact, and possible mitigation strategies.
Clearer and More Empathetic Communication: The internal memo should have addressed the controversy head-on and shown more empathy towards those affected. Instead of simply stating that the outrage will pass, Huffman could have acknowledged the frustrations and detailed concrete steps to address the concerns.
Consider a Gradual Roll-out or Alternative Pricing Structures: Instead of abruptly introducing a high cost, Huffman could have considered a gradual increase in API pricing or introduce tiered pricing models based on usage. This could have lessened the immediate financial burden on developers.
As Reddit CEO right now, consider the following to mitigate the problem:
Reassess the Pricing Model: Explore a more flexible pricing structure that balances Reddit's need for revenue and the developers' ability to afford the service.
Open Dialogue with the Community: Engage in a genuine dialogue with the Reddit community to understand their concerns, suggestions, and expectations. Transparency will help rebuild trust.
Support Developers: Consider providing financial support or transition assistance to the most-affected developers. This shows good faith and that Reddit values their contributions.
Revisit Decision on Apollo and RIF: Reconsider the decision on not stepping in to save Apollo and RIF. The negative sentiment around these apps' potential shutdown is considerable and addressing it could help improve public perception.
Role: Serial entrepreneur who have dealt with controversial and sensitive issues for a company.
Task: Derive major insight we can learn from <Reddit's problem> and <response from the twitter community>. And suggest what should have Reddit CEO did? And if you were Reddit CEO right now what could he consider mitigating the problem?
โโโ
Major Insights:
From the Reddit incident and the response from the Twitter community, we can derive a few key insights:
Business Decisions vs Community Sentiments: The reaction to Reddit's API pricing changes demonstrates the conflict between a company's need to monetize its offerings and the desire of the user community to maintain accessibility. The move was viewed by many as a deliberate attempt to phase out third-party apps, which led to backlash.
Transparency and Communication: Reddit's CEO, Steve Huffman's internal memo and public statements were viewed as understating the situation. His message didn't address the concerns raised by developers and users. This highlights the importance of clear and honest communication in managing a crisis situation.
Impact on Brand Image and Trust: The decision not to intervene and save Apollo and RIF, two major third-party apps, further eroded trust among users and developers. As a result, Reddit's brand image has been negatively affected.
What Reddit's CEO should have done:
Engage Stakeholders Early: Before making such a significant change, Huffman should have reached out to the developer community and other key stakeholders to discuss the proposed changes, their potential impact, and possible mitigation strategies.
Clearer and More Empathetic Communication: The internal memo should have addressed the controversy head-on and shown more empathy towards those affected. Instead of simply stating that the outrage will pass, Huffman could have acknowledged the frustrations and detailed concrete steps to address the concerns.
Consider a Gradual Roll-out or Alternative Pricing Structures: Instead of abruptly introducing a high cost, Huffman could have considered a gradual increase in API pricing or introduce tiered pricing models based on usage. This could have lessened the immediate financial burden on developers.
As Reddit CEO right now, consider the following to mitigate the problem:
Reassess the Pricing Model: Explore a more flexible pricing structure that balances Reddit's need for revenue and the developers' ability to afford the service.
Open Dialogue with the Community: Engage in a genuine dialogue with the Reddit community to understand their concerns, suggestions, and expectations. Transparency will help rebuild trust.
Support Developers: Consider providing financial support or transition assistance to the most-affected developers. This shows good faith and that Reddit values their contributions.
Revisit Decision on Apollo and RIF: Reconsider the decision on not stepping in to save Apollo and RIF. The negative sentiment around these apps' potential shutdown is considerable and addressing it could help improve public perception.
๐Reddit API ๊ฐ๊ฒฉ ๋
ผ๋ ์ฌ์ธต ๋ถ์(Feat. ChatGPT & Perplexity)
๋น ๋ฅด๊ฒ ๋ณํํ๋ ๋์งํธ ์ธ์์์ ์ต์ ์์์ ํ์ ํ๊ณ ์ดํดํ๋ ๊ฒ์ ์ข ์ข ๋ฒ ์ฐฌ ์ผ์ ๋๋ค. ์ต๊ทผ ๋ ผ๋์ด ๋๊ณ ์๋ Reddit์ API ๊ฐ๊ฒฉ ๋ณ๊ฒฝ ๊ฒฐ์ ์ด ๊ทธ ์์ ๋๋ค. ์ค๋์ Chat GPT์ ๊ฐ์ AI ๋๊ตฌ๋ฅผ ์ฌ์ฉํ์ฌ ๋ด์ค๋ฅผ ๋ถ์ํ๊ณ ์ฃผ์ ์ธ์ฌ์ดํธ๋ฅผ ์์งํ์ฌ ์ด ์ฌ๊ฑด์ ์์ธํ ์ดํด๋ณด๊ณ ์ ํฉ๋๋ค.
๋จผ์ ๋ฌธ์ ์์ฒด๋ถํฐ ์ดํด๋ณด๊ฒ ์ต๋๋ค. ์ต์ ์ฌ์ค์ ํ์ธํ๊ธฐ ์ํด ์ค์๊ฐ ์ ๋ณด ๊ฒ์ฆ์ ํ์ํ ํ๋ซํผ์ธ Perplexity๋ฅผ ํ์ฉํ์ต๋๋ค. ์์ธํ ๋งํฌ๋ ์ด ๋งํฌ๋ฅผ ํ์ธํด์ฃผ์ธ์. https://www.perplexity.ai/.../22f0415f-5df5-454c-a6b3....
2023๋ 7์ 1์ผ๋ถํฐ Reddit์ ํ์ฌ ์ ํ๋ฆฌ์ผ์ด์ ์ API ํธ์ถ์ ๋ํด 1,000ํ ํธ์ถ๋น 0.24๋ฌ๋ฌ์ ์๊ธ์ ๋ถ๊ณผํ๊ธฐ ์์ํ ์์ ์ ๋๋ค. ์ฌ์ํ ๊ธ์ก์ฒ๋ผ ๋ค๋ฆด ์ ์์ง๋ง, Apple ๊ธฐ๊ธฐ ์์ ์๊ฐ ๋๋ฆฌ ์ฌ์ฉํ๋ Apollo์ ๊ฐ์ด ํธ๋ํฝ์ด ๋ง์ ์ฑ์ ๊ณ ๋ คํ๋ฉด ๊ทธ ๊ธ์ก์ ์ฒ์ ๋ถ์ง๋ก ์น์์ต๋๋ค. ํ ๋ฌ์ ์ฝ 70์ต ๊ฑด์ ์์ฒญ์ด ๋ฐ์ํ๋ฉด ์ฐ๊ฐ 2์ฒ๋ง ๋ฌ๋ฌ๋ผ๋ ์์ฒญ๋ ๋น์ฉ์ด ๋ฐ์ํ ์ ์์ต๋๋ค. ๋น์ฐํ ๊ฐ๋ฐ์์ ์ฌ์ฉ์ ๋ชจ๋ ๋นํ์ ์ธ ๋ฐ์์ ๋ณด์๊ณ , ์ฌ๋ฌ ํ์ ๋ ๋ง์์ ํญ์์ ๋ฌผ๊ฒฐ์ด ์ผ์์ผ๋ฉฐ, ์ผ๋ถ ๋ ๋ง์ ์ด์ ๋ํ ๋์์ผ๋ก ์ฌ์ดํธ๊ฐ ํ์๋๊ธฐ๋ ํ์ต๋๋ค.
์ด์ ๋ํด Reddit์ CEO์ธ ์คํฐ๋ธ ํํ๋จผ์ Reddit์ด ์๋ฆฝํ ๋น์ฆ๋์ค๋ก ๋ฐ์ ํด์ผ ํ ํ์์ฑ์ ์ง์ ํ๋ฉฐ ์ด๋ฒ ๊ฒฐ์ ์ ์ ๋นํํ์ต๋๋ค. ๊ทธ๋ฌ๋ ๋ง์ ์ฌ๋๋ค์ ์ด๋ฌํ ํํ๋ง์ ์ ์ฅ์ ํ์ฌ ์ฑ๊ณผ์ ๊ฒฝ์์์ ์ฐ์๋ฅผ ์ ํ๊ธฐ ์ํ ๋ ธ๋ ฅ์ผ๋ก ๋ณด๊ณ ์์ผ๋ฉฐ, ํธ์ํฐ์ ์ ์ฌํ ์กฐ์น์ ์ ์ฌํฉ๋๋ค. ์ด์ ๋ํ ๋ฐ๋ฐ์ 2023๋ 6์ 12์ผ 3์๊ฐ ๋์์ Reddit ์๋น์ค ์ค๋จ์ผ๋ก ์ด์ด์ก์ต๋๋ค.
Perplexity๊ฐ ํํฉ์ ๋ํด์ ์์ธํ ์ค๋ช ํด์คฌ๋ค๋ฉด, ์ด์ Chat GPT 4๋ฅผ ํ์ฉํ์ฌ ์ด ์ํฉ์์ ์ค์ํ ์ธ์ฌ์ดํธ๋ฅผ ์ถ๋ ค๋ณด๊ณ Reddit CEO๊ฐ ์ฌํ๋ฅผ ์์ตํ๊ธฐ ์ํด์ ๋ฌด์์ ํด์ผํ๋์ง ์ด์ผ๊ธฐํด๋ณด๊ฒ ์ต๋๋ค.
์ ๊ฐ ์ฌ์ฉํ ํ๋กฌํํธ๋ ๋ค์๊ณผ ๊ฐ์ต๋๋ค:
Role: Serial entrepreneur who have dealt with controversial and sensitive issues for a company.
Task: Derive major insight we can learn from <Reddit's problem> and <response from the twitter community>. And suggest what should have Reddit CEO did? And if you were Reddit CEO right now what could he consider mitigating the problem?
1. ์ด ์ฌ๋ก๋ฅผ ํตํด์ ๋ฌด์์ ๋ฐฐ์ธ ์ ์๋์?
1. Reddit ์ฌ๊ฑด๊ณผ ํธ์ํฐ ์ปค๋ฎค๋ํฐ์ ๋ฐ์์ ํตํด ๋ช ๊ฐ์ง ์ฃผ์ ์ธ์ฌ์ดํธ๋ฅผ ๋์ถํ ์ ์์ต๋๋ค:
2. ๋น์ฆ๋์ค ์์ฌ ๊ฒฐ์ ๋ ์ปค๋ฎค๋ํฐ ์ ์: Reddit์ API ๊ฐ๊ฒฉ ๋ณ๊ฒฝ์ ๋ํ ๋ฐ์์ ์๋น์ค๋ฅผ ํตํด ์์ต์ ์ฐฝ์ถํ๋ ค๋ ๊ธฐ์ ์ ํ์์ฑ๊ณผ ์ ๊ทผ์ฑ์ ์ ์งํ๋ ค๋ ์ฌ์ฉ์ ์ปค๋ฎค๋ํฐ์ ์๊ตฌ ์ฌ์ด์ ๊ฐ๋ฑ์ ๋ณด์ฌ์ค๋๋ค. ๋ง์ ์ฌ๋๋ค์ด ์ด๋ฌํ ์กฐ์น๊ฐ ํ์ฌ ์ฑ์ ๋จ๊ณ์ ์ผ๋ก ํ์งํ๋ ค๋ ์๋์ ์ธ ์๋๋ก ๊ฐ์ฃผํ์ฌ ๋ฐ๋ฐ์ด ์ผ์ด๋ฌ์ต๋๋ค.
3. ํฌ๋ช ์ฑ๊ณผ ์ํต: Reddit์ CEO์ธ ์คํฐ๋ธ ํํ๋จผ์ ๋ด๋ถ ๋ฉ๋ชจ์ ๊ณต๊ฐ ์ฑ๋ช ์ ์ํฉ์ ๊ณผ์ํ๊ฐํ ๊ฒ์ผ๋ก ๊ฐ์ฃผ๋์์ต๋๋ค. ๊ทธ์ ๋ฉ์์ง๋ ๊ฐ๋ฐ์์ ์ฌ์ฉ์๋ค์ด ์ ๊ธฐํ ์ฐ๋ ค๋ฅผ ํด๊ฒฐํ์ง ๋ชปํ์ต๋๋ค. ์ด๋ ์๊ธฐ ์ํฉ์ ๊ด๋ฆฌํ ๋ ๋ช ํํ๊ณ ์ ์งํ ์ปค๋ฎค๋์ผ์ด์ ์ ์ค์์ฑ์ ๊ฐ์กฐํฉ๋๋ค.
4. ๋ธ๋๋ ์ด๋ฏธ์ง์ ์ ๋ขฐ์ ๋ฏธ์น๋ ์ํฅ: ์ฃผ์ ์๋ํํฐ ์ฑ์ธ ์ํด๋ก์ RIF์ ๊ฐ์ ํ์ง ์๊ธฐ๋ก ํ ๊ฒฐ์ ์ ์ฌ์ฉ์์ ๊ฐ๋ฐ์ ๊ฐ์ ์ ๋ขฐ๋ฅผ ๋์ฑ ์ฝํ์์ผฐ์ต๋๋ค. ๊ทธ ๊ฒฐ๊ณผ Reddit์ ๋ธ๋๋ ์ด๋ฏธ์ง์ ๋ถ์ ์ ์ธ ์ํฅ์ ๋ฏธ์ณค์ต๋๋ค.
2. Reddit CEO๋ ์ด๋ค ์์ฌ๊ฒฐ์ ์ ๋ค๋ฅด๊ฒ ๋ด๋ ธ์ด์ผ ์ด ๋ฌธ์ ๊ฐ ์์์๊น์?
1. ์ดํด๊ด๊ณ์๋ฅผ ์กฐ๊ธฐ์ ์ฐธ์ฌ์ํค์ธ์: ์ด๋ฌํ ์ค๋ํ ๋ณ๊ฒฝ์ ๋จํํ๊ธฐ ์ ์ ํํ๋จผ์ ๊ฐ๋ฐ์ ์ปค๋ฎค๋ํฐ ๋ฐ ๊ธฐํ ์ฃผ์ ์ดํด๊ด๊ณ์์๊ฒ ์ฐ๋ฝํ์ฌ ์ ์๋ ๋ณ๊ฒฝ ์ฌํญ, ์ ์ฌ์ ์ํฅ, ๊ฐ๋ฅํ ์ํ ์ ๋ต์ ๋ํด ๋ ผ์ํ์ด์ผ ํ์ต๋๋ค.
2. ๋ณด๋ค ๋ช ํํ๊ณ ๊ณต๊ฐํ ์ ์๋ ์ปค๋ฎค๋์ผ์ด์ : ๋ด๋ถ ๋ฉ๋ชจ๋ ๋ ผ๋์ ์ ๋ฉด์ผ๋ก ๋ค๋ฃจ๊ณ ์ํฅ์ ๋ฐ๋ ์ฌ๋๋ค์ ๋ํด ๋ ๋ง์ ๊ณต๊ฐ์ ํ์ํ์ด์ผ ํ์ต๋๋ค. ๋จ์ํ ๋ถ๋ ธ๊ฐ ์ง๋๊ฐ ๊ฒ์ด๋ผ๊ณ ๋งํ๋ ๋์ , ํํ๋จผ์ ๋ถ๋ง์ ์ธ์ ํ๊ณ ์ฐ๋ ค ์ฌํญ์ ํด๊ฒฐํ๊ธฐ ์ํ ๊ตฌ์ฒด์ ์ธ ๋จ๊ณ๋ฅผ ์์ธํ ์ค๋ช ํ์ด์ผ ํ์ต๋๋ค.
3. ์ ์ง์ ์ธ ๋์ ๋๋ ๋์์ ์ธ ๊ฐ๊ฒฉ ๊ตฌ์กฐ๋ฅผ ๊ณ ๋ คํ์ธ์: ํํ๋ง์ ๊ฐ์์ค๋ฝ๊ฒ ๋์ ๋น์ฉ์ ๋์ ํ๋ ๋์ API ๊ฐ๊ฒฉ์ ์ ์ง์ ์ผ๋ก ์ธ์ํ๊ฑฐ๋ ์ฌ์ฉ๋์ ๋ฐ๋ผ ๊ณ์ธตํ๋ ๊ฐ๊ฒฉ ๋ชจ๋ธ์ ๋์ ํ๋ ๋ฐฉ์์ ๊ณ ๋ คํ ์ ์์์ ๊ฒ์ ๋๋ค. ์ด๋ ๊ฒ ํ๋ฉด ๊ฐ๋ฐ์์ ์ฆ๊ฐ์ ์ธ ์ฌ์ ์ ๋ถ๋ด์ ์ค์ผ ์ ์์์ ๊ฒ์ ๋๋ค.
3. ์ง๊ธ Reddit์ CEO๋ก์ ๋ฌธ์ ๋ฅผ ์ํํ๊ธฐ ์ํด ๋ฌด์์ ํด์ผํ๋์?
1. ๊ฐ๊ฒฉ ๋ชจ๋ธ์ ์ฌํ๊ฐํฉ๋๋ค: Reddit์ ์์ต ํ์์ฑ๊ณผ ๊ฐ๋ฐ์์ ์๋น์ค ์ด์ฉ ๋ฅ๋ ฅ ๊ฐ์ ๊ท ํ์ ๋ง์ถ ์ ์๋ ๋ณด๋ค ์ ์ฐํ ๊ฐ๊ฒฉ ๊ตฌ์กฐ๋ฅผ ๋ชจ์ํ์ธ์.
2. ์ปค๋ฎค๋ํฐ์์ ์ด๋ฆฐ ๋ํ: Reddit ์ปค๋ฎค๋ํฐ์ ์ง์ ์ฑ ์๋ ๋ํ๋ฅผ ํตํด ์ปค๋ฎค๋ํฐ์ ์ฐ๋ ค ์ฌํญ, ์ ์ ์ฌํญ, ๊ธฐ๋์น๋ฅผ ํ์ ํ์ธ์. ํฌ๋ช ์ฑ์ ์ ๋ขฐ ํ๋ณต์ ๋์์ด ๋ฉ๋๋ค.
3. ๊ฐ๋ฐ์๋ฅผ ์ง์ํ์ธ์: ๊ฐ์ฅ ํฐ ์ํฅ์ ๋ฐ์ ๊ฐ๋ฐ์์๊ฒ ์ฌ์ ์ ์ง์ ๋๋ ์ ํ ์ง์์ ์ ๊ณตํ๋ ๊ฒ์ ๊ณ ๋ คํ์ธ์. ์ด๋ ์ ์์ Reddit์ด ๊ฐ๋ฐ์์ ๊ธฐ์ฌ๋ฅผ ์์คํ ์ฌ๊ธด๋ค๋ ๊ฒ์ ๋ณด์ฌ์ค๋๋ค.
4. ์ํด๋ก์ RIF์ ๋ํ ๊ฒฐ์ ์ ์ฌ๊ฒํ ํฉ๋๋ค: ์ํด๋ก์ RIF๋ฅผ ๊ตฌํ๊ธฐ ์ํด ๊ฐ์ ํ์ง ์๊ธฐ๋ก ํ ๊ฒฐ์ ์ ์ฌ๊ณ ํฉ๋๋ค. ํด๋น ์ฑ์ ์๋น์ค ์ข ๋ฃ ๊ฐ๋ฅ์ฑ์ ๋ํ ๋ถ์ ์ ์ธ ์ ์๊ฐ ์๋นํ๋ฉฐ, ์ด๋ฅผ ํด๊ฒฐํ๋ฉด ๋์ค์ ์ธ์์ ๊ฐ์ ํ๋ ๋ฐ ๋์์ด ๋ ์ ์์ต๋๋ค.
๋น ๋ฅด๊ฒ ๋ณํํ๋ ๋์งํธ ์ธ์์์ ์ต์ ์์์ ํ์ ํ๊ณ ์ดํดํ๋ ๊ฒ์ ์ข ์ข ๋ฒ ์ฐฌ ์ผ์ ๋๋ค. ์ต๊ทผ ๋ ผ๋์ด ๋๊ณ ์๋ Reddit์ API ๊ฐ๊ฒฉ ๋ณ๊ฒฝ ๊ฒฐ์ ์ด ๊ทธ ์์ ๋๋ค. ์ค๋์ Chat GPT์ ๊ฐ์ AI ๋๊ตฌ๋ฅผ ์ฌ์ฉํ์ฌ ๋ด์ค๋ฅผ ๋ถ์ํ๊ณ ์ฃผ์ ์ธ์ฌ์ดํธ๋ฅผ ์์งํ์ฌ ์ด ์ฌ๊ฑด์ ์์ธํ ์ดํด๋ณด๊ณ ์ ํฉ๋๋ค.
๋จผ์ ๋ฌธ์ ์์ฒด๋ถํฐ ์ดํด๋ณด๊ฒ ์ต๋๋ค. ์ต์ ์ฌ์ค์ ํ์ธํ๊ธฐ ์ํด ์ค์๊ฐ ์ ๋ณด ๊ฒ์ฆ์ ํ์ํ ํ๋ซํผ์ธ Perplexity๋ฅผ ํ์ฉํ์ต๋๋ค. ์์ธํ ๋งํฌ๋ ์ด ๋งํฌ๋ฅผ ํ์ธํด์ฃผ์ธ์. https://www.perplexity.ai/.../22f0415f-5df5-454c-a6b3....
2023๋ 7์ 1์ผ๋ถํฐ Reddit์ ํ์ฌ ์ ํ๋ฆฌ์ผ์ด์ ์ API ํธ์ถ์ ๋ํด 1,000ํ ํธ์ถ๋น 0.24๋ฌ๋ฌ์ ์๊ธ์ ๋ถ๊ณผํ๊ธฐ ์์ํ ์์ ์ ๋๋ค. ์ฌ์ํ ๊ธ์ก์ฒ๋ผ ๋ค๋ฆด ์ ์์ง๋ง, Apple ๊ธฐ๊ธฐ ์์ ์๊ฐ ๋๋ฆฌ ์ฌ์ฉํ๋ Apollo์ ๊ฐ์ด ํธ๋ํฝ์ด ๋ง์ ์ฑ์ ๊ณ ๋ คํ๋ฉด ๊ทธ ๊ธ์ก์ ์ฒ์ ๋ถ์ง๋ก ์น์์ต๋๋ค. ํ ๋ฌ์ ์ฝ 70์ต ๊ฑด์ ์์ฒญ์ด ๋ฐ์ํ๋ฉด ์ฐ๊ฐ 2์ฒ๋ง ๋ฌ๋ฌ๋ผ๋ ์์ฒญ๋ ๋น์ฉ์ด ๋ฐ์ํ ์ ์์ต๋๋ค. ๋น์ฐํ ๊ฐ๋ฐ์์ ์ฌ์ฉ์ ๋ชจ๋ ๋นํ์ ์ธ ๋ฐ์์ ๋ณด์๊ณ , ์ฌ๋ฌ ํ์ ๋ ๋ง์์ ํญ์์ ๋ฌผ๊ฒฐ์ด ์ผ์์ผ๋ฉฐ, ์ผ๋ถ ๋ ๋ง์ ์ด์ ๋ํ ๋์์ผ๋ก ์ฌ์ดํธ๊ฐ ํ์๋๊ธฐ๋ ํ์ต๋๋ค.
์ด์ ๋ํด Reddit์ CEO์ธ ์คํฐ๋ธ ํํ๋จผ์ Reddit์ด ์๋ฆฝํ ๋น์ฆ๋์ค๋ก ๋ฐ์ ํด์ผ ํ ํ์์ฑ์ ์ง์ ํ๋ฉฐ ์ด๋ฒ ๊ฒฐ์ ์ ์ ๋นํํ์ต๋๋ค. ๊ทธ๋ฌ๋ ๋ง์ ์ฌ๋๋ค์ ์ด๋ฌํ ํํ๋ง์ ์ ์ฅ์ ํ์ฌ ์ฑ๊ณผ์ ๊ฒฝ์์์ ์ฐ์๋ฅผ ์ ํ๊ธฐ ์ํ ๋ ธ๋ ฅ์ผ๋ก ๋ณด๊ณ ์์ผ๋ฉฐ, ํธ์ํฐ์ ์ ์ฌํ ์กฐ์น์ ์ ์ฌํฉ๋๋ค. ์ด์ ๋ํ ๋ฐ๋ฐ์ 2023๋ 6์ 12์ผ 3์๊ฐ ๋์์ Reddit ์๋น์ค ์ค๋จ์ผ๋ก ์ด์ด์ก์ต๋๋ค.
Perplexity๊ฐ ํํฉ์ ๋ํด์ ์์ธํ ์ค๋ช ํด์คฌ๋ค๋ฉด, ์ด์ Chat GPT 4๋ฅผ ํ์ฉํ์ฌ ์ด ์ํฉ์์ ์ค์ํ ์ธ์ฌ์ดํธ๋ฅผ ์ถ๋ ค๋ณด๊ณ Reddit CEO๊ฐ ์ฌํ๋ฅผ ์์ตํ๊ธฐ ์ํด์ ๋ฌด์์ ํด์ผํ๋์ง ์ด์ผ๊ธฐํด๋ณด๊ฒ ์ต๋๋ค.
์ ๊ฐ ์ฌ์ฉํ ํ๋กฌํํธ๋ ๋ค์๊ณผ ๊ฐ์ต๋๋ค:
Role: Serial entrepreneur who have dealt with controversial and sensitive issues for a company.
Task: Derive major insight we can learn from <Reddit's problem> and <response from the twitter community>. And suggest what should have Reddit CEO did? And if you were Reddit CEO right now what could he consider mitigating the problem?
1. ์ด ์ฌ๋ก๋ฅผ ํตํด์ ๋ฌด์์ ๋ฐฐ์ธ ์ ์๋์?
1. Reddit ์ฌ๊ฑด๊ณผ ํธ์ํฐ ์ปค๋ฎค๋ํฐ์ ๋ฐ์์ ํตํด ๋ช ๊ฐ์ง ์ฃผ์ ์ธ์ฌ์ดํธ๋ฅผ ๋์ถํ ์ ์์ต๋๋ค:
2. ๋น์ฆ๋์ค ์์ฌ ๊ฒฐ์ ๋ ์ปค๋ฎค๋ํฐ ์ ์: Reddit์ API ๊ฐ๊ฒฉ ๋ณ๊ฒฝ์ ๋ํ ๋ฐ์์ ์๋น์ค๋ฅผ ํตํด ์์ต์ ์ฐฝ์ถํ๋ ค๋ ๊ธฐ์ ์ ํ์์ฑ๊ณผ ์ ๊ทผ์ฑ์ ์ ์งํ๋ ค๋ ์ฌ์ฉ์ ์ปค๋ฎค๋ํฐ์ ์๊ตฌ ์ฌ์ด์ ๊ฐ๋ฑ์ ๋ณด์ฌ์ค๋๋ค. ๋ง์ ์ฌ๋๋ค์ด ์ด๋ฌํ ์กฐ์น๊ฐ ํ์ฌ ์ฑ์ ๋จ๊ณ์ ์ผ๋ก ํ์งํ๋ ค๋ ์๋์ ์ธ ์๋๋ก ๊ฐ์ฃผํ์ฌ ๋ฐ๋ฐ์ด ์ผ์ด๋ฌ์ต๋๋ค.
3. ํฌ๋ช ์ฑ๊ณผ ์ํต: Reddit์ CEO์ธ ์คํฐ๋ธ ํํ๋จผ์ ๋ด๋ถ ๋ฉ๋ชจ์ ๊ณต๊ฐ ์ฑ๋ช ์ ์ํฉ์ ๊ณผ์ํ๊ฐํ ๊ฒ์ผ๋ก ๊ฐ์ฃผ๋์์ต๋๋ค. ๊ทธ์ ๋ฉ์์ง๋ ๊ฐ๋ฐ์์ ์ฌ์ฉ์๋ค์ด ์ ๊ธฐํ ์ฐ๋ ค๋ฅผ ํด๊ฒฐํ์ง ๋ชปํ์ต๋๋ค. ์ด๋ ์๊ธฐ ์ํฉ์ ๊ด๋ฆฌํ ๋ ๋ช ํํ๊ณ ์ ์งํ ์ปค๋ฎค๋์ผ์ด์ ์ ์ค์์ฑ์ ๊ฐ์กฐํฉ๋๋ค.
4. ๋ธ๋๋ ์ด๋ฏธ์ง์ ์ ๋ขฐ์ ๋ฏธ์น๋ ์ํฅ: ์ฃผ์ ์๋ํํฐ ์ฑ์ธ ์ํด๋ก์ RIF์ ๊ฐ์ ํ์ง ์๊ธฐ๋ก ํ ๊ฒฐ์ ์ ์ฌ์ฉ์์ ๊ฐ๋ฐ์ ๊ฐ์ ์ ๋ขฐ๋ฅผ ๋์ฑ ์ฝํ์์ผฐ์ต๋๋ค. ๊ทธ ๊ฒฐ๊ณผ Reddit์ ๋ธ๋๋ ์ด๋ฏธ์ง์ ๋ถ์ ์ ์ธ ์ํฅ์ ๋ฏธ์ณค์ต๋๋ค.
2. Reddit CEO๋ ์ด๋ค ์์ฌ๊ฒฐ์ ์ ๋ค๋ฅด๊ฒ ๋ด๋ ธ์ด์ผ ์ด ๋ฌธ์ ๊ฐ ์์์๊น์?
1. ์ดํด๊ด๊ณ์๋ฅผ ์กฐ๊ธฐ์ ์ฐธ์ฌ์ํค์ธ์: ์ด๋ฌํ ์ค๋ํ ๋ณ๊ฒฝ์ ๋จํํ๊ธฐ ์ ์ ํํ๋จผ์ ๊ฐ๋ฐ์ ์ปค๋ฎค๋ํฐ ๋ฐ ๊ธฐํ ์ฃผ์ ์ดํด๊ด๊ณ์์๊ฒ ์ฐ๋ฝํ์ฌ ์ ์๋ ๋ณ๊ฒฝ ์ฌํญ, ์ ์ฌ์ ์ํฅ, ๊ฐ๋ฅํ ์ํ ์ ๋ต์ ๋ํด ๋ ผ์ํ์ด์ผ ํ์ต๋๋ค.
2. ๋ณด๋ค ๋ช ํํ๊ณ ๊ณต๊ฐํ ์ ์๋ ์ปค๋ฎค๋์ผ์ด์ : ๋ด๋ถ ๋ฉ๋ชจ๋ ๋ ผ๋์ ์ ๋ฉด์ผ๋ก ๋ค๋ฃจ๊ณ ์ํฅ์ ๋ฐ๋ ์ฌ๋๋ค์ ๋ํด ๋ ๋ง์ ๊ณต๊ฐ์ ํ์ํ์ด์ผ ํ์ต๋๋ค. ๋จ์ํ ๋ถ๋ ธ๊ฐ ์ง๋๊ฐ ๊ฒ์ด๋ผ๊ณ ๋งํ๋ ๋์ , ํํ๋จผ์ ๋ถ๋ง์ ์ธ์ ํ๊ณ ์ฐ๋ ค ์ฌํญ์ ํด๊ฒฐํ๊ธฐ ์ํ ๊ตฌ์ฒด์ ์ธ ๋จ๊ณ๋ฅผ ์์ธํ ์ค๋ช ํ์ด์ผ ํ์ต๋๋ค.
3. ์ ์ง์ ์ธ ๋์ ๋๋ ๋์์ ์ธ ๊ฐ๊ฒฉ ๊ตฌ์กฐ๋ฅผ ๊ณ ๋ คํ์ธ์: ํํ๋ง์ ๊ฐ์์ค๋ฝ๊ฒ ๋์ ๋น์ฉ์ ๋์ ํ๋ ๋์ API ๊ฐ๊ฒฉ์ ์ ์ง์ ์ผ๋ก ์ธ์ํ๊ฑฐ๋ ์ฌ์ฉ๋์ ๋ฐ๋ผ ๊ณ์ธตํ๋ ๊ฐ๊ฒฉ ๋ชจ๋ธ์ ๋์ ํ๋ ๋ฐฉ์์ ๊ณ ๋ คํ ์ ์์์ ๊ฒ์ ๋๋ค. ์ด๋ ๊ฒ ํ๋ฉด ๊ฐ๋ฐ์์ ์ฆ๊ฐ์ ์ธ ์ฌ์ ์ ๋ถ๋ด์ ์ค์ผ ์ ์์์ ๊ฒ์ ๋๋ค.
3. ์ง๊ธ Reddit์ CEO๋ก์ ๋ฌธ์ ๋ฅผ ์ํํ๊ธฐ ์ํด ๋ฌด์์ ํด์ผํ๋์?
1. ๊ฐ๊ฒฉ ๋ชจ๋ธ์ ์ฌํ๊ฐํฉ๋๋ค: Reddit์ ์์ต ํ์์ฑ๊ณผ ๊ฐ๋ฐ์์ ์๋น์ค ์ด์ฉ ๋ฅ๋ ฅ ๊ฐ์ ๊ท ํ์ ๋ง์ถ ์ ์๋ ๋ณด๋ค ์ ์ฐํ ๊ฐ๊ฒฉ ๊ตฌ์กฐ๋ฅผ ๋ชจ์ํ์ธ์.
2. ์ปค๋ฎค๋ํฐ์์ ์ด๋ฆฐ ๋ํ: Reddit ์ปค๋ฎค๋ํฐ์ ์ง์ ์ฑ ์๋ ๋ํ๋ฅผ ํตํด ์ปค๋ฎค๋ํฐ์ ์ฐ๋ ค ์ฌํญ, ์ ์ ์ฌํญ, ๊ธฐ๋์น๋ฅผ ํ์ ํ์ธ์. ํฌ๋ช ์ฑ์ ์ ๋ขฐ ํ๋ณต์ ๋์์ด ๋ฉ๋๋ค.
3. ๊ฐ๋ฐ์๋ฅผ ์ง์ํ์ธ์: ๊ฐ์ฅ ํฐ ์ํฅ์ ๋ฐ์ ๊ฐ๋ฐ์์๊ฒ ์ฌ์ ์ ์ง์ ๋๋ ์ ํ ์ง์์ ์ ๊ณตํ๋ ๊ฒ์ ๊ณ ๋ คํ์ธ์. ์ด๋ ์ ์์ Reddit์ด ๊ฐ๋ฐ์์ ๊ธฐ์ฌ๋ฅผ ์์คํ ์ฌ๊ธด๋ค๋ ๊ฒ์ ๋ณด์ฌ์ค๋๋ค.
4. ์ํด๋ก์ RIF์ ๋ํ ๊ฒฐ์ ์ ์ฌ๊ฒํ ํฉ๋๋ค: ์ํด๋ก์ RIF๋ฅผ ๊ตฌํ๊ธฐ ์ํด ๊ฐ์ ํ์ง ์๊ธฐ๋ก ํ ๊ฒฐ์ ์ ์ฌ๊ณ ํฉ๋๋ค. ํด๋น ์ฑ์ ์๋น์ค ์ข ๋ฃ ๊ฐ๋ฅ์ฑ์ ๋ํ ๋ถ์ ์ ์ธ ์ ์๊ฐ ์๋นํ๋ฉฐ, ์ด๋ฅผ ํด๊ฒฐํ๋ฉด ๋์ค์ ์ธ์์ ๊ฐ์ ํ๋ ๋ฐ ๋์์ด ๋ ์ ์์ต๋๋ค.
<ํฌ์ ํ๊ธ๋ฒ์ญ ์์ ์
๋ ์
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1. ์ฐฐ๋ฆฌ ๋ฉ๊ฑฐ | ์ธ์์ ์ด์๊ฐ๋ ๋ฐ ๋์์ด ๋๋ ๋ช ๊ฐ์ง ์กฐ์ธ๋ค
- https://youtu.be/efgIt8MxZ4c
2. ์ธ์ฝฐ์ด์ด ์บํผํ ํ์ฅ ๋ง์ดํด ๋ชจ๋ฆฌ์ธ , ๋ณํ์ ํ๋ฆ์ ๋ํ ํต์ฐฐ
- https://youtu.be/OwkaChNCVWE
3. ์ ์ค์๋ ๋ค๋ชจ๋ค๋ : ํ์ฌ๋ฅผ ๋ฐธ๋ฅ์์ด์ ํ๋ ๋ฐฉ๋ฒ
- https://youtu.be/PI5YyNFPDZA
4. ๋น๋ ธ๋ ์ฝ์ฌ๋ผ ์ธํฐ๋ทฐ | ์ฌ๋ง์ดํฌ๋ก์์คํ ์ฆ ์ฐฝ์ ์, ์ฝ์ฌ๋ผ๋ฒค์ฒ์ค ์ฐฝ์ ์
- https://youtu.be/Hzfrdc221nc
5. ๋์ฌ ํ๋ ๋ธ : ๊ทธ ๋๊ตฌ์ ์กฐ์ธ๋ ๋ฃ์ง ๋ง๊ณ , ๋ด๋ฉด์ ๋ชฉ์๋ฆฌ๋ฅผ ๋ฃ๊ณ ๋ฐ๋ผ์ผ ํ๋ค
- https://youtu.be/DFyRT_M5f4k
6. ์ฃผ์์์ฅ์ ์ด๊ธฐ๋ ํฌ์ | ํผํฐ๋ฆฐ์น | Peter Lynch
- https://youtu.be/ogNL5buu8JA
7. ์๋ ๋ฒํ์ด ๋ณธ์ง์ ๋ฐ๋ผ๋ณด๋ ๋ฒ
- https://youtu.be/l39su7Ty9ek
8. ํผํฐํธ - "๊ธฐ์ ์ ์ ์ฃผ" | The Tech Curse
- https://youtu.be/wzkZi6ROFy0
9. ์๋ ๋ฒํ๊ณผ ์ฐฐ๋ฆฌ๋ฉ๊ฑฐ | 2023๋ ์ ๋จ๊ธฐ๋ ์ถ์ ์กฐ์ธ๋ค
- https://youtu.be/gSSzeMPpU3c
10. ๊ตฌ๊ธ, ํ์ด์ค๋ถ, ํธ์ํฐ, ํ์ดํ ์ ๋ถ '์ฌ๋๋ง ๋ณด๊ณ ํฌ์ํ์ต๋๋ค'
- https://youtu.be/wDPZuH3Q_qw
1. ์ฐฐ๋ฆฌ ๋ฉ๊ฑฐ | ์ธ์์ ์ด์๊ฐ๋ ๋ฐ ๋์์ด ๋๋ ๋ช ๊ฐ์ง ์กฐ์ธ๋ค
- https://youtu.be/efgIt8MxZ4c
2. ์ธ์ฝฐ์ด์ด ์บํผํ ํ์ฅ ๋ง์ดํด ๋ชจ๋ฆฌ์ธ , ๋ณํ์ ํ๋ฆ์ ๋ํ ํต์ฐฐ
- https://youtu.be/OwkaChNCVWE
3. ์ ์ค์๋ ๋ค๋ชจ๋ค๋ : ํ์ฌ๋ฅผ ๋ฐธ๋ฅ์์ด์ ํ๋ ๋ฐฉ๋ฒ
- https://youtu.be/PI5YyNFPDZA
4. ๋น๋ ธ๋ ์ฝ์ฌ๋ผ ์ธํฐ๋ทฐ | ์ฌ๋ง์ดํฌ๋ก์์คํ ์ฆ ์ฐฝ์ ์, ์ฝ์ฌ๋ผ๋ฒค์ฒ์ค ์ฐฝ์ ์
- https://youtu.be/Hzfrdc221nc
5. ๋์ฌ ํ๋ ๋ธ : ๊ทธ ๋๊ตฌ์ ์กฐ์ธ๋ ๋ฃ์ง ๋ง๊ณ , ๋ด๋ฉด์ ๋ชฉ์๋ฆฌ๋ฅผ ๋ฃ๊ณ ๋ฐ๋ผ์ผ ํ๋ค
- https://youtu.be/DFyRT_M5f4k
6. ์ฃผ์์์ฅ์ ์ด๊ธฐ๋ ํฌ์ | ํผํฐ๋ฆฐ์น | Peter Lynch
- https://youtu.be/ogNL5buu8JA
7. ์๋ ๋ฒํ์ด ๋ณธ์ง์ ๋ฐ๋ผ๋ณด๋ ๋ฒ
- https://youtu.be/l39su7Ty9ek
8. ํผํฐํธ - "๊ธฐ์ ์ ์ ์ฃผ" | The Tech Curse
- https://youtu.be/wzkZi6ROFy0
9. ์๋ ๋ฒํ๊ณผ ์ฐฐ๋ฆฌ๋ฉ๊ฑฐ | 2023๋ ์ ๋จ๊ธฐ๋ ์ถ์ ์กฐ์ธ๋ค
- https://youtu.be/gSSzeMPpU3c
10. ๊ตฌ๊ธ, ํ์ด์ค๋ถ, ํธ์ํฐ, ํ์ดํ ์ ๋ถ '์ฌ๋๋ง ๋ณด๊ณ ํฌ์ํ์ต๋๋ค'
- https://youtu.be/wDPZuH3Q_qw
YouTube
์ฐฐ๋ฆฌ ๋ฉ๊ฑฐ | ์ธ์์ ์ด์๊ฐ๋ ๋ฐ ๋์์ด ๋๋ ๋ช ๊ฐ์ง ์กฐ์ธ๋ค
๊ฐ์ธ์ ์ผ๋ก ๊ฐ์ฅ ๋ฎ๊ณ ์ถ์ ์ธ๋ฌผ ์ค ํ๋์ธ ์ฐฐ๋ฆฌ ๋ฉ๊ฑฐ... ๊ทธ์ 2007๋
๋ USC ๋ก์ค์ฟจ ์กธ์
์ฐ์ค์
๋๋ค. ๊ทธ์ ๋ง๋ค์ ์ดํดํ๊ธฐ๊ฐ ์ด๋ ค์ด ๋ฉด์ด ์์ต๋๋ค. ์ฌ๋ฌ๊ฐ์ง ์์๋ฅผ ์๊ธฐ๋ ํ๊ณ , ์ฃผ์ ๋ฅผ ๋ฑ ๋๋ ์, ํ๋ฆ์ ๋๋ ์ ์ค๋ช
ํ์ง ์๊ฑฐ๋ ์.. ํ์ง๋ง ๊ทธ์ ๋ง ํ๋ํ๋๋ฅผ ๋ฃ๊ณ , ๊ทธ ์๋ฏธ๋ฅผ ์ฌ์์ ํด๋ณด๋ฉด ์ ๋ง๋ก ๋ง์ ๊ฒ๋ค์ ๋ด์๋ด๊ณ ์์ง ์๋ ์๊ฐ์ด ๋ญ๋๋ค. ์์์ ๋ณด๊ณ , ๊ทธ์ ์์๋ค์ ์๊ฐํด๋ณด๋ฉด.. ๋ฃ๊ณ ๋์ด๊ฐ ๊ฐ๋จํ ์ด์ผ๊ธฐ๋ค์ด ์๋๋ผ๋ ์๊ฐ์ด ๋ค๊ณ ๋ ํ์ฃ .โฆ
https://www.longblack.co/note/721?ticket=NTb8c9d53277ac64130f419d3bce4f4c328d495e52
๊ณ ๋ฑํ๊ต ๋ ์ฝ์คํ๋ ํ๊ณ ์ด์ด๋ฌ๋ฆฌ๊ธฐ ํ๋ ๊ฒ ์๊ฐ๋๋ค์.
๊ณ ๋ฑํ๊ต ๋ ์ฝ์คํ๋ ํ๊ณ ์ด์ด๋ฌ๋ฆฌ๊ธฐ ํ๋ ๊ฒ ์๊ฐ๋๋ค์.
LongBlack
์ฌ๋ฐ๋ ๋ฐ๋๋์ค : ๋ฏธ๊ตญ์ ๊ดด์ง ์ผ๊ตฌํ, ์ถค์ผ๋ก 680๋ง ํฌ์ ์ฌ๋ก์ก๋ค
๋กฑ๋ธ๋ ํ๋ ์ฆ C K๊ฐ ์ฌ๋ฐ๋ ์์์ ๋ณด์ฌ์คฌ์ด์. ์ผ๊ตฌ์ ์๊ฐ ๋ฒ๊ฑด ๋ถ์ด ๋ถ์ ๋ฐฐํธ๋ฅผ ๋ค๊ณ ํ์์ ์์. ์์์ ๋
ธ๋ ์ ๋ํผ์ ์
์ ์ ์๋ค์ด ๋ ์นซ๋ ์นซ ์ถค์ ์ถ์ฃ . โ์ฌ๋ฐ๋ ๋ฐ๋๋์คS
Forwarded from BZCF | ๋น์ฆ๊นํ
BZCF ํ
๋ ๊ทธ๋จ : https://t.me/bzcftel
์ ๋ํด๋ก ์ผ๋์ด ๋ค๋ค์ ํ์ฅ์ 2005๋ ์ง์๋ค์๊ฒ ์์ฑํ ์ด๋ฉ์ผ์ ์ผ๋ถ์ ๋๋ค. ์ ๊ฐ ๋ฉ๋ชจ์ฒ๋ผ ์ ์ด๋๊ณ , ์ฃผ๊ธฐ์ ์ผ๋ก ์ฝ์ด ๋ณด๋ ๊ธ์ ๋๋ค.
2005๋ ์ ๋ค๋ค์ ํ์ฅ์ด ๋ค์ ์ ๋ํด๋ก๋ก ๋์์๋ ์๊ธฐ์์ต๋๋ค. ๋น์ ์ ๋ํด๋ก๋ ์ ๋นํ ํฐ ๋๊ธฐ์ ์ด ๋์๊ณ , ์ฌ๋๋ค์ '์ ๋นํ ํ์' ์ฃผ์๊ฐ ํฝ๋ฐฐํ์์ต๋๋ค. ๊ท๋ชจ๋ โ์ ๋นํโ ์ปธ๋ค๋ ๊ฒ์ด, ํ์ฌ์ ์ ๋ํด๋ก์ ๊ฐ์ด ๊ธ๋ก๋ฒํ ํ์ฌ๋ ์๋์๊ณ ์ ๋ง๋ก '์ ๋นํ'์์ต๋๋ค.
๊ทธ๋ฐ ์๊ธฐ์, ์ 2์ ์ฐฝ์ ์ ์ ์ธํ๊ณ , ๊ธฐ์กด์ ๊ฒ๋ค์ ์์ ์๋ก ํ์๋ ๋ง์ ํ์๊ณ ์. ๊ทธ ํ 20๋ ์ด ์ง๋์... ํจ์ ์ ๊ณ์์ ์ ์ผ๋ฌด์ดํ ์์์ ์ต์ด๋ก ๊ธ๋ก๋ฒํ ํ์ฌ๊ฐ ๋์๋ค์. ์๋ ๊ฒ์ ์ฐฝ์ ํ๋ ๊ฒ๋ ์ด๋ ต์ง๋ง... ์ด๋ฏธ ์ธํ ๋ ๋ฌธํ๋ฅผ ๊ฐ์ ๋ผ์ฐ๋ ๊ฒ์ด ๋ ํ๋ค์์ ๊ฒ์ด๋ผ ์๊ฐ์ด ๋ญ๋๋ค. ๊ทธ์ ์ฑ ์ ๋ค์ ํผ์ณ ์ฝ๋ค๊ฐ, ์ด ๊ตฌ์ ์ด ์ธ์ ๊น๊ฒ ๋ค๊ฐ์ ํ์ฌํ์์ต๋๋ค.
https://m.blog.naver.com/bizucafe/223128943351
์ ๋ํด๋ก ์ผ๋์ด ๋ค๋ค์ ํ์ฅ์ 2005๋ ์ง์๋ค์๊ฒ ์์ฑํ ์ด๋ฉ์ผ์ ์ผ๋ถ์ ๋๋ค. ์ ๊ฐ ๋ฉ๋ชจ์ฒ๋ผ ์ ์ด๋๊ณ , ์ฃผ๊ธฐ์ ์ผ๋ก ์ฝ์ด ๋ณด๋ ๊ธ์ ๋๋ค.
2005๋ ์ ๋ค๋ค์ ํ์ฅ์ด ๋ค์ ์ ๋ํด๋ก๋ก ๋์์๋ ์๊ธฐ์์ต๋๋ค. ๋น์ ์ ๋ํด๋ก๋ ์ ๋นํ ํฐ ๋๊ธฐ์ ์ด ๋์๊ณ , ์ฌ๋๋ค์ '์ ๋นํ ํ์' ์ฃผ์๊ฐ ํฝ๋ฐฐํ์์ต๋๋ค. ๊ท๋ชจ๋ โ์ ๋นํโ ์ปธ๋ค๋ ๊ฒ์ด, ํ์ฌ์ ์ ๋ํด๋ก์ ๊ฐ์ด ๊ธ๋ก๋ฒํ ํ์ฌ๋ ์๋์๊ณ ์ ๋ง๋ก '์ ๋นํ'์์ต๋๋ค.
๊ทธ๋ฐ ์๊ธฐ์, ์ 2์ ์ฐฝ์ ์ ์ ์ธํ๊ณ , ๊ธฐ์กด์ ๊ฒ๋ค์ ์์ ์๋ก ํ์๋ ๋ง์ ํ์๊ณ ์. ๊ทธ ํ 20๋ ์ด ์ง๋์... ํจ์ ์ ๊ณ์์ ์ ์ผ๋ฌด์ดํ ์์์ ์ต์ด๋ก ๊ธ๋ก๋ฒํ ํ์ฌ๊ฐ ๋์๋ค์. ์๋ ๊ฒ์ ์ฐฝ์ ํ๋ ๊ฒ๋ ์ด๋ ต์ง๋ง... ์ด๋ฏธ ์ธํ ๋ ๋ฌธํ๋ฅผ ๊ฐ์ ๋ผ์ฐ๋ ๊ฒ์ด ๋ ํ๋ค์์ ๊ฒ์ด๋ผ ์๊ฐ์ด ๋ญ๋๋ค. ๊ทธ์ ์ฑ ์ ๋ค์ ํผ์ณ ์ฝ๋ค๊ฐ, ์ด ๊ตฌ์ ์ด ์ธ์ ๊น๊ฒ ๋ค๊ฐ์ ํ์ฌํ์์ต๋๋ค.
https://m.blog.naver.com/bizucafe/223128943351
NAVER
ํ์ฌ๋ ๊ฐ์ธ๋ ์ฑ์ฅํ์ง ์์ผ๋ฉด ์ฃฝ์ ๊ฒ
2005๋
์ฐ์ด์ '์ 2์ ์ฐฝ์
'์ ๋ฐฉ์นจ์ ์ฌ๋ฌ๋ถ์๊ฒ ์ ์ํ ๋ฐ ์์ต๋๋ค. ์๋
ํ ํด๋ ์ฐ์ด์ ๋ง...
ํ์ฌ์ ํฌ๊ธฐ๋ ๋ฆฌ๋์ ๊ฟ์ ํฌ๊ธฐ๋ก ์๋ ดํ๋ค.
โค2
theinformation.com/articles/why-youtube-could-give-google-an-edge-in-ai
Summarize this contents and derive key insights as a ai related startup founder and investor via Perplexity copilot feature.
#1 As an AI startup founder and investor, here are some key insights from the provided search results:
Google's ownership of YouTube could give it an edge in AI. YouTube is the single biggest and richest source of imagery, audio, and text transcripts on the internet, and Google's researchers have been using it to develop its next large-language model, Gemini. OpenAI has also secretly used data from YouTube to train some of its AI models.
#2 Open-source AI is gaining on Google and ChatGPT. Meta Platforms gave academics access to sophisticated machine-learning models that can understand conversational language, which they turned into open-source software that powered free alternatives to ChatGPT and other proprietary AI software. Free AI models are now "reasonably close" in performance to proprietary models from Google and ChatGPT creator OpenAI, and most software developers will eventually opt to use the free ones
#3 Google and DeepMind are working together to develop software to compete with OpenAI. Known internally as Gemini, the joint effort began in recent weeks, after Google stumbled with Bard, its first attempt to compete with OpenAI's chatbot
#4 Generative AI startups need their own data. Google, Amazon, Meta Platforms, and Microsoft are jostling to develop products that use generative AI. Startups such as Descript, which uses generative artificial intelligence to shortcut the laborious video-editing process, are trying to immunize themselves from looming big tech competition
#5 The European antitrust case against Google might or might not matter. The Europeans have concluded, in a preliminary way, that Google favors its own "online display advertising technology services to the detriment of competing providers". This is no small matter, as Google controls the tools most commonly used by both websites selling ad space and marketers buying ad space on websites across the internet. However, it remains to be seen whether this case will have a significant impact on Google's AI-related activities.
#6 Google is preparing to teach foreign languages through Google Search. The project, referred to internally as Tivoli, grew out of its Google Research unit and is likely to be rolled out later this year.
#7 The creator economy is facing challenges and opportunities with AI. Dmitry Shapiro and Sean Thielen, the co-founders of a startup that developed Koji, a tool that offers link-in-bio landing pages to house creators' digital storefronts, are planning to focus on a new AI product they're developing called YouAI. However, venture capitalists such as Ben Mathews are predicting a wave of failures among creator economy startups as they run out of cash
Summarize this contents and derive key insights as a ai related startup founder and investor via Perplexity copilot feature.
#1 As an AI startup founder and investor, here are some key insights from the provided search results:
Google's ownership of YouTube could give it an edge in AI. YouTube is the single biggest and richest source of imagery, audio, and text transcripts on the internet, and Google's researchers have been using it to develop its next large-language model, Gemini. OpenAI has also secretly used data from YouTube to train some of its AI models.
#2 Open-source AI is gaining on Google and ChatGPT. Meta Platforms gave academics access to sophisticated machine-learning models that can understand conversational language, which they turned into open-source software that powered free alternatives to ChatGPT and other proprietary AI software. Free AI models are now "reasonably close" in performance to proprietary models from Google and ChatGPT creator OpenAI, and most software developers will eventually opt to use the free ones
#3 Google and DeepMind are working together to develop software to compete with OpenAI. Known internally as Gemini, the joint effort began in recent weeks, after Google stumbled with Bard, its first attempt to compete with OpenAI's chatbot
#4 Generative AI startups need their own data. Google, Amazon, Meta Platforms, and Microsoft are jostling to develop products that use generative AI. Startups such as Descript, which uses generative artificial intelligence to shortcut the laborious video-editing process, are trying to immunize themselves from looming big tech competition
#5 The European antitrust case against Google might or might not matter. The Europeans have concluded, in a preliminary way, that Google favors its own "online display advertising technology services to the detriment of competing providers". This is no small matter, as Google controls the tools most commonly used by both websites selling ad space and marketers buying ad space on websites across the internet. However, it remains to be seen whether this case will have a significant impact on Google's AI-related activities.
#6 Google is preparing to teach foreign languages through Google Search. The project, referred to internally as Tivoli, grew out of its Google Research unit and is likely to be rolled out later this year.
#7 The creator economy is facing challenges and opportunities with AI. Dmitry Shapiro and Sean Thielen, the co-founders of a startup that developed Koji, a tool that offers link-in-bio landing pages to house creators' digital storefronts, are planning to focus on a new AI product they're developing called YouAI. However, venture capitalists such as Ben Mathews are predicting a wave of failures among creator economy startups as they run out of cash
The Information
Why YouTube Could Give Google an Edge in AI
Google last month upgraded its Bard chatbot with a new machine-learning model that can better understand conversational language and compete with OpenAIโs ChatGPT. As Google develops a sequel to that model, it may hold a trump card: YouTube. The video siteโฆ
Continuous Learning_Startup & Investment
https://youtu.be/rYVPDQfRcL0
AMD has revealed the Mi 300X chip, which has an industry-leading 192 GB memory capacity, 5.2 TB per second memory bandwidth, and is designed for generative AI. It reduces the number of GPUs required and development time needed for deploying the Mi 300X while accelerating customers' time to market, reducing overall development costs and making deployment effortless. The Mi 300A is currently being sampled while the Mi 300X and eight GPU Instinct platform will begin sampling in Q3, with production expected in Q4 of this year.