Aetech's Perspective
on Technology
Aetech's Perspective
on Technology
A Talk with Who Made It
A Talk With Who Made It.
TECH BEHIND
TECH BEHIND
for 3nity
for 3nity
AI, Robot-control, HW design.
AI, Robot-control, HW design.
3nity integrates the above 3 technologies to enable stable maintenance of the equipment.
3nity combines the above three technologies to enable reliable maintenance of equipment.
We discuss the convergence methods of the technologies acquired while creating 3nity.
We discuss the convergence methods of the technologies acquired while creating 3nity.
To get to the point.
How to combine three different technologies (+)
How to combine three different technologies (+)
People who have
the intersection
of technology
People who have
the intersection
of technology
Like a whale
Communication
Like a whale
Communication
Who's Behind Today?
Who's Behind Today?
Lee Do-kyung
CTO
Jeong Seong-woo
AI Development Part
The secret of convergence #1
People with an intersection of technologies
People with an intersection of technologies
"Why do we need people with
the intersection of technologies?"
"Why do we need people who have the intersection of technologies?"
Lee Do-kyung
Lee Do-kyung
Because the essence of each other's technology is different.
For example, AI is a probability-based technology. Compared to other algorithms, it has higher accuracy but is inductive and the results appear random, or it is impossible to conduct deductive analysis, making it difficult for non-experts to accept.
Because the essence of each other's technology is different.
For example, AI is a probability-based technology. Compared to other algorithms, it has higher accuracy but is inductive and the results appear random, or it is impossible to conduct deductive analysis, making it difficult for non-experts to accept.
Conversely, robot control engineers and CS engineers prefer results that are understandable and predictable. Consistency is important from the perspective of the control part. AI becomes an incomprehensible and inconsistent technology because sometimes you get one result, and other times you get another.
On the contrary, robot control engineers and CS engineers prefer results that are understandable and predictable. Consistency is important from the perspective of the control part AI becomes a technology that is difficult to understand due to its inconsistencies. Sometimes you get this result, and other times you get that result.
Therefore, if the person in control does not understand the characteristics of AI and only speaks from their own perspective, a wrong fusion will occur, and problems will inevitably arise. Therefore, those in control must also understand hardware design and AI along with the battlefield.
Therefore, if the person in control does not understand the characteristics of AI and only speaks from their own perspective, a wrong fusion will occur, and problems will inevitably arise. Therefore, those in control must also understand hardware design and AI along with the battlefield.
Although I took the control part as an example, it is the same for other departments. All related fields are important at a company that operates equipment. If you do not understand the work of other departments, it is difficult to achieve good results. That is why we need people with intersections.
Although I took the control part as an example, it is the same for other departments. All related fields are important at a company that operates equipment. If you do not understand the work of other departments, it is difficult to achieve good results. That is why we need people with intersections.
"Then people with intersections
how lead to fusion?"
"Then, how do people with an intersection lead to fusion?"
Jeong Seong-woo
Jeong Seong-woo
I was at the AI research lab before joining Aetech. I focused solely on one AI model. So I was very confused after joining. The field was very different. All technologies were connected to create results.
I was at the AI research lab before joining Aetech. I focused solely on one AI model. So I was very confused after joining. The field was very different. All technologies were connected to create results.
So I tried my best to look at and understand the before and after of my role. However, during that process, I found some technical inspiration and ideas to improve the current situation.
So I tried my best to look at and understand the before and after of my role. However, during that process, I found some technical inspiration and ideas to improve the current situation.
To enhance the selection capabilities of Atron, improving the data processing handled by the data team is just as important as the improvements I am making to the AI model. In particular, I believed that improvements in data processing in terms of efficiency could make a significant contribution to the enhancement of Atron's selection capabilities.
To enhance the selection capabilities of Aetron, improving the data processing handled by the data team is just as important as the improvements I am making to the AI model. In particular, I believed that improvements in data processing in terms of efficiency could make a significant contribution to the enhancement of Aetron's selection capabilities.
For example, in the case of a bleach container, the handle part is empty, and under the current method, this space was recognized as part of the container depending on the situation.
For example, in the case of a bleach container, the handle part is empty, and under the current method, this space was recognized as part of the container depending on the situation.
So the situation arose where the robot was trying to grasp the empty areas There were many instances of this, so I thought that solving this situation could lead to a higher sorting accuracy.
So the situation arose where the robot was trying to grasp the empty areas There were many instances of this, so I thought that solving this situation could lead to a higher sorting accuracy.
Recognizing the contours of courage a new data labeling technology that can assist in much more accurate screening and proposed a deep learning model for this, and currently we are preparing for its introduction with positive internal feedback.
Recognizing the contours of courage a new data labeling technology that can assist in much more accurate screening and proposed a deep learning model for this, and currently we are preparing for its introduction with positive internal feedback.
If I understood only my part, such suggestions would have been impossible. At the same time, the data team is also aware that we are connected and therefore could positively accept and review the suggestions.
If I understood only my part, such suggestions would have been impossible. At the same time, the data team is also aware that we are connected and therefore could positively accept and review the suggestions.
This the part where we can understand each other's intersection and draw inspirationisthe key to merging different technologiesI think.
Thisthe part where we can understand each other's intersection and draw inspirationisthe key to merging different technologiesI think.
Point #1
Point #1
An effort to understand the intersection of technologies with different perspectives -> Emerging inspirations and ideas → The first secret of fusion
An effort to understand the intersection of technologies with different perspectives -> Emerging inspirations and ideas → The first secret of fusion
The Secret of Convergence #2
The Secret of Convergence #2
Communicating like a whale
Communicating like a
whale
Communication method: shark or whale
Communication method: shark or whale
Jeong Seong-woo
Jeong Seong-woo
There seem to be two ways of communication. Sharks and whales. Sharks are aggressive and value dominance, it seems that they like to overpower others.
There are two ways of communication it seems. Sharks and whales. Sharks are aggressive and value dominance I think. So they seem to enjoy pressing the opponent.
On the other hand, people like whales have a solid ego and are soft and free, making communication feel easy. They listen to what the other person has to say first and then talk about their own story without hesitation.
On the other hand, people like whales have a solid ego and are soft and free, making communication feel easy. They listen to what the other person has to say first and then talk about their own story without hesitation.
Such sincerity resonates greatly,so communication is easy when there are problems or issues. There is no hesitation regarding positions like with sharks.
Such sincerity resonates greatly,so communication is easy when there are problems or issues. There is no hesitation regarding positions like with sharks.
Horizontal access to opinions on current issues is possible, which makes it seem that practitioners are actively proposing various ideas to solve problems.
Horizontal access to opinions on current issues is possible, which makes it seem that practitioners are actively proposing various ideas to solve problems.
"How do you actually communicate?"
"How do you communicate in practice?"
Jeong Seong-woo
Jeong Seong-woo
It seems important to have a small talk culture to communicate like a whale. Just two days before the interview, an issue arose at a certain site. So now, including the director, three of us had a discussion.
It seems important to have a small talk culture to communicate like a whale. Just two days before the interview, an issue arose at a certain site. So now, including the director, three of us had a discussion.
It was about 6 hours, but it wasn't done all at once for 6 hours. We gathered to talk and each thought it over again, and if someone had another idea, we would gather again and discuss. In the end, a greatly improved solution came out.
It was about 6 hours, but it wasn't done all at once for 6 hours. We gathered to talk and each thought it over again, and if someone had another idea, we would gather again and discuss. In the end, a greatly improved solution came out.
Lee Do-kyung
Lee Do-kyung
To communicate well, you need to communicate a lot. So I am trying to minimize meetings and engage in small talk.
To communicate well, you need to communicate a lot. So I am trying to minimize meetings and engage in small talk.
And startups that prioritize ideas can be seen as small talk being a more suitable approach for us.
And startups that prioritize ideas can be seen as small talk being a more suitable approach for us.
Meetings take a long time to prepare, and often, they flow more based on position than on ideas.
Meetings take a long time to prepare, and often, they flow more based on position than on ideas.
Jeong Seong-woo
Jeong Seong-woo
“It seems like that could be the case" is also an important thought I think. Especially if you want to encourage more diverse members to participate actively.
“It seems like that could be the case" is also an important thought I think. Especially if you want to encourage more diverse members to participate actively.
A communication culture similar to that of whales has been established internally so it's very easy to talk with C-level people.
A communication culture similar to that of whales has been established internally so it's very easy to talk with C-level people.
When I talk about an idea, you tend to respond with, “That might be possible,” which encourages me to think more actively about the idea.
When I talk about an idea, you tend to respond with, “That might be possible,” which encourages me to think more actively about the idea.
Point #2
Point #2
The whale-style communication for teamwork that allows a horizontal approach to the problem -> The second secret of convergence.
The whale-style communication for teamwork that allows a horizontal approach to the problem -> The second secret of convergence.
Summary of Content
Summary of Content
Ultimately, the convergence of technologies with different perspectives = the convergence of people from different fields.
Ultimately, the convergence of technologies with different perspectives = the convergence of people from different fields.
Therefore, we need people who have a skill set that intersects with a different field and can understand both.
Therefore, we need people who have a skill set that intersects with a different field and can understand both.
And it is more important than anything to merge yourself with people who understand different fields in a horizontal teamwork.
And it is more important than anything to merge yourself with people who understand different fields in a horizontal teamwork.
Aetech considers the fusion of different technologies for better selection.
Aetech considers the fusion of different technologies for better selection.
And I believe that somewhere in the world, there are people who share the same challenges while dreaming of a better world.
And we believe that somewhere in the world, there are people like who share the same challenges.
The experiences we gained in this process would be a small help to those who challenge to create a better world.
The experiences we gained in this process would be a small help to those who challenge to create a better world.