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How did Davos turn into a tech conference?

23 January 2026 at 15:00
The World Economic Forumโ€™s annual meeting in Davosย felt different this year, and not just because Meta and Salesforce took over storefronts on the main promenade.ย AI dominated the conversation in a way that overshadowed traditional topics like climate change and global poverty, and the CEOsย werenโ€™tย holding back. There was public criticism of trade policy, warnings about AI [โ€ฆ]

Only 1 week left (or until the first 500 passes are gone): The first TechCrunch Disrupt 2026 ticket discount is endingย 

23 January 2026 at 10:00
Register nowย toย save up to $680 on your TechCrunch Disrupt 2026 pass and get a second ticket at 50% off.ย This offer endsย next week on January 30, or once the firstย 500 ticketsย are claimed โ€” whichever comes first.

Your robot could obey a sign, not you, thanks to AI robot prompt injection

22 January 2026 at 07:25

AI robot prompt injection is no longer just a screen-level problem. Researchers demonstrate that a robot can be steered off-task by text placed in the physical world, the kind of message a human might walk past without a second thought. The attack doesnโ€™t rely on breaking into the robotโ€™s software or spoofing sensors. It instead [โ€ฆ]

The post Your robot could obey a sign, not you, thanks to AI robot prompt injection appeared first on Digital Trends.

Watch a robot swarm "bloom" like a garden

21 January 2026 at 14:47

Researchers at Princeton University have built a swarm of interconnected mini-robots that "bloom" like flowers in response to changing light levels in an office. According to their new paper published in the journal Science Robotics, such robotic swarms could one day be used as dynamic facades in architectural designs, enabling buildings to adapt to changing climate conditions as well as interact with humans in creative ways.

The authors drew inspiration from so-called "living architectures," such as beehives. Fire ants provide a textbook example of this kind of collective behavior. A few ants spaced well apart behave like individual ants. But pack enough of them closely together, and they behave more like a single unit, exhibiting both solid and liquid properties. You can pour them from a teapot like ants, as Goldmanโ€™s lab demonstrated several years ago, or they can link together to build towers or floating raftsโ€”a handy survival skill when, say, a hurricane floods Houston. They also excel at regulating their own traffic flow. You almost never see an ant traffic jam.

Naturally scientists are keen to mimic such systems. For instance, in 2018, Georgia Tech researchers built ant-like robots and programmed them to dig through 3D-printed magnetic plastic balls designed to simulate moist soil. Robot swarms capable of efficiently digging underground without jamming would be super beneficial for mining or disaster recovery efforts, where using human beings might not be feasible.

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ยฉ Merihan Alhafnawi

Why Serve Robotics isย acquiringย a hospital assistant robot company

20 January 2026 at 16:30
Diligent Robotics is a startup that builds robots designed to assist in hospitals by delivering lab samples, supplies, and other tasks. The deal values Diligent's common stock at $29 million.

Engineers in the field: Washington state bets on AI to help save the future of farming

20 January 2026 at 11:15
A Carbon Robotics LaserWeeder G2 working in a field of onions. (Carbon Robotics Photo)

As farmers grapple with extreme weather, supply chain disruptions and labor shortages, Washington state is betting that artificial intelligence could help secure the future of agriculture.

A new initiative called Growing with AI will bring together the stateโ€™s tech giants and diverse farming community to tackle the industryโ€™s most pressing challenges. Supporters say this is the perfect place to launch such an effort: uniting the regionโ€™s robust agricultural economy with hundreds of different high-value crops in Eastern Washington, with its world-class tech and AI companies on the western side of the state.

โ€œOur farmers are dealing with so many different external forces, mostly beyond their control,โ€ said Melanie Roberts, executive director of the Washington State Academy of Sciences. โ€œSo what if Washington can get ahead of this and be intentional about how we use AI in agriculture?โ€

The initiative, led by the publicly funded Academy of Sciences, kicked off earlier this month with the first of six free informational webinars. The next session is Jan. 23. The effort will culminate in April with an invitation-only workshop where past participants will strategize action items.

There are already a number of AI-driven, ag tech companies based in Washington, includingย Carbon Robotics, which manufactures autonomous farming machines that zap weeds with lasers. Carbon is based in Seattle but also runs a manufacturing facility on the other side of the state in Richland, Wash.

While geography might separate the stateโ€™s tech and ag communities, Carbon CEO and founder Paul Mikesell said the two are natural collaborators.

โ€œFarmers and technologists see the world in similar ways,โ€ Mikesell said. โ€œWe can get things done. We tackle problems head on, put in a lot of hard work โ€ฆ. So in a lot of ways, farmers act a lot like engineers because theyโ€™re trying to design solutions.โ€

To be successful in this space, he emphasized the importance of genuinely partnering with farmers to learn their specific challenges rather than coming in with predetermined solutions. Mikesell said entrepreneurs need to develop their technology in the literal field to see firsthand how it performs.

Ananth Kalyanaraman, a computer science professor at Washington State University and expert in ag tech applications, highlighted several potential AI applications:

  • weather and climate data analysis and modeling to provide guidance on planting and harvesting schedules and selection of which varietals to use;
  • insights into the amount and timing of irrigation, fertilizing and pest control;
  • robotics to support tree pruning and crop harvesting;
  • automated devices like those provided by Carbon Robotics to remove weeds, damaging insects and rocks.

This is the first time the Academy of Sciences, which educates public leaders on scientific matters, has created a series focused on one issue and incorporated a call to action.

Kalyanaraman noted that federal support of AI in the ag sector has been limited, particularly given the importance of building a more robust food-supply system. Farming hasnโ€™t been made a priority compared to other areas, he added, but the need is urgent and Washington can help lead.

โ€œWe should be able to provide an exemplar to the rest of the nation,โ€ Kalyanaraman said, โ€œin terms of how to most effectively and responsibly embrace AI into a complex, decision-driven system like agriculture.โ€

Orbital Robotics reaches out with a plan to build robotic arms that use AI

14 January 2026 at 11:15
Illustration: Hubble Space Telescope with spacecraft equipped with robotic arms, shown in Earth orbit
An artistโ€™s conception shows a spacecraft with robotic arms preparing to grapple the Hubble Space Telescope. (Orbital Robotics Illustration)

A space startup founded by veterans of Jeff Bezosโ€™ Blue Origin space venture is recruiting partners in its quest to build robotic arms powered by artificial intelligence.

Founded in late 2024, Puyallup, Wash.-based Orbital Robotics is still in its infancy โ€” but it has already raised about $310,000 in funding. Orbital Robotics CEO Aaron Borger told GeekWire that the company is working with a stealthy space venture on an orbital rendezvous project for the U.S. Space Force, with a series of missions scheduled in the next year and a half.

And thatโ€™s just the start: Borger and his teammates are trying to get traction for a plan that could give NASAโ€™s aging Hubble Space Telescope a much-needed boost.

โ€œWe worked to get to the right people to talk to, both on the servicing side and on the mission side, and weโ€™re in conversations now on how we could work together on a collaborative mission,โ€ said Doug Kohl, Orbital Roboticsโ€™ chief operating officer.

Borger and Kohl both worked at Blue Origin until 2024, and then went on to create Orbital Robotics with fellow co-founders Riley Mark and Sohil Pokharna. Their advisers include Chris Sembroski, an engineer who went into orbit in 2021 for a privately funded philanthropic space mission known as Inspiration4 and later spent two and a half years at Blue Origin.

Members of the Orbital Robotics team โ€” chief operating officer Doug Kohl, CEO Aaron Borger, engineer Sohil Pokharna and adviser Chris Sembroski โ€” pose for a holiday portrait at last monthโ€™s GeekWire Gala. (Orbital Robotics via LinkedIn)

Orbital Robotics aims to focus on a key challenge looming for the next stage of the new space age: how to build spacecraft that can interact with other orbiting objects safely.

Thatโ€™s not as easy as it may sound, especially when youโ€™re trying to manipulate objects in space while obeying Newtonโ€™s Third Law of Motion. When a robotic arm on a free-flying spacecraft moves around, the spacecraft itself reacts with an equal and opposite motion. The arm has to compensate for those movements as it reaches out to grab its target.

โ€œThat is exactly one of the hardest parts about putting robotic arms on spacecraft,โ€ Borger said. โ€œWhen you move the arm, your spacecraft is going to move as well.โ€

To address the challenge, Orbital Robotics is developing a suite of AI-based software tools designed to track targets in space, plan out orbital maneuvers and interact with other spacecraft. Itโ€™s also laying the groundwork for robotic arms and spacecraft that make use of its technology. โ€œA lot of NASA engineers will say you canโ€™t use AI because you canโ€™t really predict what itโ€™s going to do, but with our method, we can,โ€ Borger said.

Orbital Robotics' prototype robotic arm, known as ORA-T1, has seven degrees of freedom. (Orbital Robotics Photo)
Orbital Roboticsโ€™ prototype robotic arm, known as ORA-T1, has seven degrees of freedom. (Orbital Robotics Photo)

Earlier in their careers, Borger and Mark were involved in efforts to put small AI-controlled robotic arms through suborbital testing. Now Orbital Robotics has built a larger prototype arm with seven degrees of freedom. For the next few months, the company will be putting that hardware through its paces in its lab.

โ€œThose smaller arms were designed to catch, like, a ball or a cube. We had a small 3D-printed wrench that we were focused on,โ€ Borger said. โ€œThis one is more focused on how you dock with space debris, for example.โ€

The ability to inspect or link up with objects in space has obvious implications for national security in space, which is why the Pentagon is so interested in the technology. Borger declined to discuss that side of Orbital Roboticsโ€™ business plan, but he noted that there are commercial applications as well.

โ€œNow that thereโ€™s the ability to put so much mass up there, itโ€™s come to the point where, OK, you have all this stuff up there. How do you actually continue to use it, rather than just letting it come down or die up there?โ€ he said. โ€œIf you want to refuel something, if you want to repair something, the first step is, how do you capture it? Thatโ€™s what weโ€™re really focused on right now. โ€ฆ Then we can start focusing on using our robotic arms to manipulate things, start refilling it, repairing it, all sorts of stuff.โ€

Orbital Robotics recently tested its tracking software using video footage that was captured during an earlier suborbital test mission. Now the team is collaborating with a stealth partner on a series of space missions. The first mission would test Orbital Roboticsโ€™ flight software. Later missions would test the companyโ€™s robotic arm and demonstrate its ability to capture a spacecraft in orbit. Borger said it would be premature to disclose the partnerโ€™s identity, but he mentioned a 2026-2027 time frame for the missions.

Thereโ€™s a growing interest in orbital rendezvous, proximity operations and capture, or RPOC for short โ€” and Orbital Robotics isnโ€™t the only space company targeting that market. Starfish Space and Portal Space Systems are among other Seattle-area ventures on the RPOC frontier.

Borger said he prefers to think of such companies as potential partners rather than rivals.

โ€œI think they could use our arms,โ€ he said. โ€œThey could use some of our software.โ€ The company has already announced partnerships with Redmond, Wash.-based Starcloud and Texas-based Space Ocean.

Orbital Robotics is also recruiting partners for an effort to save the 35-year-old Hubble Space Telescope from a fiery, mission-ending descent. Kohl said he and his collaborators are working on a white paper about the project that would be reviewed by NASA experts as well as astronauts who participated in previous Hubble servicing missions.

Orbital Robotics has drawn up a concept for a spacecraft equipped with robotic arms that could attach itself to the Hubble Space Telescope and boost it to a higher, more stable orbit. (Orbital Robotics Illustration)

The plan calls for building a robotic spacecraft that could attach itself to the telescope, install a star tracker package on its exterior, boost Hubble to a more stable orbit, and then undock.

Several years ago, tech billionaire Jared Isaacman was trying to get NASA interested in a crewed Hubble reboost mission. In 2024, the space agency decided not to take him up on his proposal โ€” but now that Isaacman is NASAโ€™s administrator, Kohl is hoping that the public-private consortium heโ€™s trying to assemble, known as the โ€œSave the Hubble Space Telescope Alliance,โ€ will get a warmer reception.

โ€œJared is as interested in Hubble as we are, and so weโ€™re hoping to take an unsolicited proposal to him with the white paper on helping to recover Hubble,โ€ he said.

The clock is ticking: Last week, a team of scientists reported that Hubble could fall to its doom in as little as three or four years, due to increased atmospheric drag caused by heightened solar activity. โ€œEven though it would come in around 2030, we actually need to save it before that,โ€ Borger said. โ€œThe longer you wait, the more difficult it is.โ€

Meanwhile, the clock is ticking for Orbital Robotics as well. Borger acknowledged that itโ€™s going to take more funding to fuel the ventureโ€™s grand ambitions. โ€œWeโ€™re OK with where weโ€™re at on funding for now, and then weโ€™ll go for a much larger round in a couple of months,โ€ he said.

Correction: Orbital Robotics has raised a total of $310,000 to date, including $110,000 from a friends-and-family funding round that was completed in November. An earlier version of this report didnโ€™t reflect earlier investments.

Japan uses robotic dogs during airborne assault drill

11 January 2026 at 05:33
Japanโ€™s Ground Self-Defense Force (GSDF) deployed robotic quadruped drones during a January 2026 airborne assault exercise conducted by the 1st Airborne Brigade, marking the first time the unit integrated unmanned ground vehicles into its annual new-year descent training. According to the training footage broadcast in Japan, the exercise featured an assault element inserting from two [โ€ฆ]

ํด๋ผ์šฐ๋“œ ์ดํ›„ ๊ฒจ๋ƒฅํ•œ๋‹คยทยทยทArm, โ€˜ํ”ผ์ง€์ปฌ AIโ€™ ์กฐ์ง ์‹ ์„ค

9 January 2026 at 01:22

๋ฐ˜๋„์ฒด ์„ค๊ณ„ ๊ธฐ์—… Arm์ด ๋กœ๋ด‡๊ณตํ•™๊ณผ ์ž๋™์ฐจ ์‹œ์Šคํ…œ์— ์ดˆ์ ์„ ๋งž์ถ˜ โ€˜ํ”ผ์ง€์ปฌ AIโ€™ ์กฐ์ง์„ ์‹ ์„คํ–ˆ๋‹ค. ์ด๋Š” ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ AI๊ฐ€ ํด๋ผ์šฐ๋“œ ์ค‘์‹ฌ์˜ ๋ฐ์ดํ„ฐ์„ผํ„ฐ๋ฅผ ๋ฒ—์–ด๋‚˜, ๋ฌผ๋ฆฌ์  ์„ธ๊ณ„์—์„œ ์ž‘๋™ํ•˜๋Š” ๊ธฐ๊ณ„๋กœ ์ด๋™ํ•˜๊ณ  ์žˆ์Œ์„ ๋ณด์—ฌ์ฃผ๋Š” ์‹ ํ˜ธ๋‹ค.

๋กœ์ดํ„ฐ ํ†ต์‹ ์— ๋”ฐ๋ฅด๋ฉด ์ด๋ฒˆ ์กฐ์ง ๊ฐœํŽธ์„ ํ†ตํ•ด Arm์€ ์‚ฌ์—… ๊ตฌ์กฐ๋ฅผ ํ•ต์‹ฌ ๊ทธ๋ฃน 3๊ฐœ๋กœ ์žฌํŽธํ–ˆ๋‹ค. ํด๋ผ์šฐ๋“œ์™€ AI ๊ธฐ์ˆ  ๋ถ€๋ฌธ, ์Šค๋งˆํŠธํฐ๊ณผ PC ๋“ฑ ์—ฃ์ง€ ์ œํ’ˆ ๋ถ€๋ฌธ, ์ž๋™์ฐจ์™€ ๋กœ๋ณดํ‹ฑ์Šค๋ฅผ ํ•˜๋‚˜๋กœ ๋ฌถ์€ ์‹ ๊ทœ ํ”ผ์ง€์ปฌ AI ๋ถ€๋ฌธ์œผ๋กœ ๋‚˜๋ˆด๋‹ค.

์ด ๊ฐ™์€ ๊ฒฐ์ •์€ ๋กœ๋ณดํ‹ฑ์Šค ๊ธฐ์ˆ ์ด ํŒŒ์ผ๋Ÿฟ ๋‹จ๊ณ„๋ฅผ ๋„˜์–ด ์‹ค์ œ ํ˜„์žฅ์— ์ ์šฉ๋˜๊ธฐ ์‹œ์ž‘ํ•œ ํ๋ฆ„๊ณผ ๋งž๋‹ฟ์•„ ์žˆ๋‹ค. ๊ณต์žฅ๊ณผ ๋ฌผ๋ฅ˜์ฐฝ๊ณ , ๋ฌผ๋ฅ˜ ์šด์˜ ํ˜„์žฅ์—์„œ๋Š” ์ž์œจ ์‹œ์Šคํ…œ์ด ๋„์ž…๋˜๊ณ  ์žˆ์œผ๋ฉฐ, ์ด ํ™˜๊ฒฝ์—์„œ๋Š” ์ˆœ์ˆ˜ ์—ฐ์‚ฐ ์„ฑ๋Šฅ๋ณด๋‹ค ์‹ค์‹œ๊ฐ„ ์˜์‚ฌ๊ฒฐ์ •์ด ๋” ์ค‘์š”ํ•œ ์š”์†Œ๋กœ ๋– ์˜ค๋ฅด๊ณ  ์žˆ๋‹ค.

์ด๋กœ ์ธํ•ด AI ์›Œํฌ๋กœ๋“œ๊ฐ€ ์—ฃ์ง€๋กœ ์ด๋™ํ•˜๊ณ  ์žˆ์œผ๋ฉฐ, CIO๋Š” ํด๋ผ์šฐ๋“œ ํ™•์žฅ์„ฑ๋ณด๋‹ค ๊ธฐ๊ธฐ์˜ ์•ˆ์ •์„ฑ๊ณผ ์‹ ๋ขฐ์„ฑ์„ ์šฐ์„ ์ ์œผ๋กœ ๊ณ ๋ คํ•ด์•ผ ํ•˜๋Š” ์ƒํ™ฉ์— ๋†“์ด๊ณ  ์žˆ๋‹ค.

๊ธฐ์—…์— ๋ฏธ์น  ์˜ํ–ฅ

Arm์˜ ์กฐ์ง ๊ฐœํŽธ์€ ๋กœ๋ณดํ‹ฑ์Šค์™€ ์ž๋™์ฐจ ์‹œ์Šคํ…œ์„ ์ค‘์‹ฌ์œผ๋กœ ์ปดํ“จํŒ… ์ž์›๊ณผ ๊ตฌ์กฐ๋ฅผ ์„ค๊ณ„ํ•˜๋Š” ๋ฐฉ์‹์ด ๊ทผ๋ณธ์ ์œผ๋กœ ๋‹ฌ๋ผ์ง€๊ณ  ์žˆ์Œ์„ ๋ณด์—ฌ์ค€๋‹ค.

์นด์šดํ„ฐํฌ์ธํŠธ๋ฆฌ์„œ์น˜์˜ ๋ฆฌ์„œ์น˜ ๋ถ€๋ฌธ ๋ถ€์‚ฌ์žฅ ๋‹ ์ƒค๋Š” โ€œ์ฑ—GPT ๋“ฑ์žฅ ์ดํ›„ ์ง€๋‚œ 3๋…„ ๋™์•ˆ ์—…๊ณ„๋Š” ์ƒ์„ฑํ˜• AI์—์„œ ์—์ด์ „ํ‹ฑ AI๋ฅผ ๊ฑฐ์ณ ํ”ผ์ง€์ปฌ AI ๋‹จ๊ณ„๋กœ ์ด๋™ํ–ˆ๋‹ค. ๋””์ง€ํ„ธ ์—์ด์ „ํŠธ๋ฅผ ๋ฌผ๋ฆฌ์  ๋กœ๋ด‡๊ณผ ์—ฐ๊ฒฐํ•˜๋ ค๋ฉด ๋Œ€๊ทœ๋ชจ ํ•ฉ์„ฑ ๋ฐ์ดํ„ฐ ํˆฌ์ž๊ฐ€ ํ•„์ˆ˜์ โ€์ด๋ผ๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค. ๊ทธ๋Š” โ€œํ…์ŠคํŠธ๋‚˜ ์ฝ”๋“œ๋กœ ํ•™์Šต์ด ๊ฐ€๋Šฅํ•œ ์—์ด์ „ํ‹ฑ AI์™€ ๋‹ฌ๋ฆฌ, ํ”ผ์ง€์ปฌ AI๋Š” ๊ณ ํ•ด์ƒ๋„ ์˜์ƒ๊ณผ ๋ฌผ๋ฆฌ ์‹œ๋ฎฌ๋ ˆ์ด์…˜์„ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•™์Šต๋œ โ€˜์›”๋“œ ๋ชจ๋ธโ€™์„ ํ•„์š”๋กœ ํ•œ๋‹คโ€๋ผ๊ณ  ๋ถ„์„ํ–ˆ๋‹ค.

์ƒค๋Š” ๋‹ค์–‘ํ•œ ์‹ค์ œ ํ™˜๊ฒฝ ์‹œ๋‚˜๋ฆฌ์˜ค์—์„œ ๋กœ๋ด‡์„ ํ•™์Šต์‹œํ‚ค๋ ค๋ฉด, ๊ธฐ์—…์ด ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ์ค‘์‹ฌ์˜ ๋ฌด๊ฑฐ์šด ์›Œํฌ๋กœ๋“œ๋ฅผ ๊ฐ๋‹นํ•  ์ˆ˜ ์žˆ๋Š” ์ธํ”„๋ผ๋ฅผ ์‚ฌ์ „์— ์„ค๊ณ„ํ•ด์•ผ ํ•œ๋‹ค๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค.

ํ”ผ์ง€์ปฌ AI๋Š” AI ์›Œํฌ๋กœ๋“œ๊ฐ€ ์‹คํ–‰๋˜๋Š” ์œ„์น˜ ์ž์ฒด๋„ ๋ณ€ํ™”์‹œํ‚ค๊ณ  ์žˆ๋‹ค. Arm์€ ํŠนํžˆ ๋กœ๋ณดํ‹ฑ์Šค์™€ ๊ฐ™์€ ์‹ค์‹œ๊ฐ„ ์‹œ์Šคํ…œ์—์„œ ์ถ”๋ก ๊ณผ ์ œ์–ด ๊ธฐ๋Šฅ์„ ์—ฃ์ง€ ๋ฐ ์˜จ๋””๋ฐ”์ด์Šค ํ™˜๊ฒฝ์œผ๋กœ ์˜ฎ๊ธฐ๋Š” ๋ฐ ์ดˆ์ ์„ ๋‘๊ณ  ์žˆ๋‹ค.

ํฌ๋ ˆ์Šคํ„ฐ์˜ ์ˆ˜์„ ์• ๋„๋ฆฌ์ŠคํŠธ ๋น„์Šค์™€์ง€ํŠธ ๋งˆํ•˜ํŒŒํŠธ๋ผ๋Š” โ€œ์ด๋Ÿฐ ์›Œํฌ๋กœ๋“œ๋Š” ์ดˆ์ €์ง€์—ฐ, ์—๋„ˆ์ง€ ํšจ์œจ์„ฑ, ๋ณต์›์„ฑ์„ ์š”๊ตฌํ•˜์ง€๋งŒ ์ค‘์•™ ์ง‘์ค‘ํ˜• ํด๋ผ์šฐ๋“œ๋Š” ์ด๋ฅผ ํ•ญ์ƒ ์ถฉ์กฑํ•  ์ˆ˜๋Š” ์—†๋‹ค. ๋”ฐ๋ผ์„œ ํ•˜์ด๋ธŒ๋ฆฌ๋“œ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์ฑ„ํƒํ•ด์•ผ ํ•œ๋‹คโ€๋ผ๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค. ๊ทธ๋Š” โ€œ์ถ”๋ก ๊ณผ ์ œ์–ด ์ž‘์—…์€ Arm ๊ธฐ๋ฐ˜ ๊ฐ€์†๊ธฐ๋ฅผ ํ™œ์šฉํ•ด ์—ฃ์ง€ ๋ฐ ์˜จ๋””๋ฐ”์ด์Šค ํ™˜๊ฒฝ์—์„œ ์ฒ˜๋ฆฌํ•˜๊ณ , ํ•™์Šต๊ณผ ๋Œ€๊ทœ๋ชจ ๋ถ„์„์€ ํด๋ผ์šฐ๋“œ์— ๋‚จ๊ธฐ๋Š” ๋ฐฉ์‹์ด ์ ์ ˆํ•˜๋‹คโ€๋ผ๊ณ  ๋งํ–ˆ๋‹ค.

๋„คํŠธ์›Œํ‚น ์—ญ์‹œ ํ•ต์‹ฌ ์š”์†Œ๋กœ ๋– ์˜ค๋ฅด๊ณ  ์žˆ๋‹ค. ํ”ผ์ง€์ปฌ AI ์‹œ์Šคํ…œ์€ ์„ผ์„œ์™€ ์ปจํŠธ๋กค๋Ÿฌ๋ฅผ ์‹ค์‹œ๊ฐ„์œผ๋กœ ์กฐ์œจํ•˜๊ธฐ ์œ„ํ•ด ์˜ˆ์ธก ๊ฐ€๋Šฅํ•˜๊ณ  ์ง€์—ฐ์ด ๋‚ฎ์€ ์—ฐ๊ฒฐ์„ ํ•„์š”๋กœ ํ•œ๋‹ค. ํŠนํžˆ ๊ณต์žฅ๊ณผ ๋ฌผ๋ฅ˜์ฐฝ๊ณ ์—์„œ ์ด๋Ÿฌํ•œ ์š”๊ตฌ๊ฐ€ ๋”์šฑ ๋‘๋“œ๋Ÿฌ์ง„๋‹ค. ์ด์— ๋”ฐ๋ผ ๋งŽ์€ ๊ธฐ์—…์ด ํ”„๋ผ์ด๋น— 5G, ์™€์ดํŒŒ์ด7, TSN(Time Sensitive Networking, ์‹œ๊ฐ„ ๋ฏผ๊ฐํ˜• ๋„คํŠธ์›Œํ‚น)๊ณผ ๊ฐ™์€ ๊ธฐ์ˆ ์„ ์ค‘์‹ฌ์œผ๋กœ ์‚ฐ์—…์šฉ ๋„คํŠธ์›Œํฌ ์ „๋žต์„ ์žฌ๊ฒ€ํ† ํ•  ๊ฐ€๋Šฅ์„ฑ์ด ์ปค์ง€๊ณ  ์žˆ๋‹ค.

ํ…Œํฌ์ธ์‚ฌ์ดํŠธ์˜ ๋ฐ˜๋„์ฒด ์• ๋„๋ฆฌ์ŠคํŠธ ๋งˆ๋‹ˆ์‹œ ๋ผ์™€ํŠธ๋Š” โ€œ์ด๋Š” ํด๋ผ์šฐ๋“œ๋ฅผ ๋Œ€์ฒดํ•˜๋Š” ํ๋ฆ„์ด ์•„๋‹ˆ๋ผ ์—ญํ•  ์žฌ์กฐ์ •์— ๊ฐ€๊น๋‹ค. ํด๋ผ์šฐ๋“œ๋Š” ํ•™์Šต๊ณผ ์กฐ์ •์˜ ์ค‘์‹ฌ ์—ญํ• ์„ ๋งก๊ณ , Arm ๊ธฐ๋ฐ˜ ์—ฃ์ง€์™€ ์˜จ๋””๋ฐ”์ด์Šค ํ™˜๊ฒฝ์€ ์‹ค์‹œ๊ฐ„ ์ธ์‹๊ณผ ์˜์‚ฌ๊ฒฐ์ •, ๋ฌผ๋ฆฌ์  ๋™์ž‘์„ ๋‹ด๋‹นํ•˜๊ฒŒ ๋  ๊ฒƒโ€์ด๋ผ๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค.

CIO์—๊ฒŒ ํ•„์š”ํ•œ ์ค€๋น„

ํ”ผ์ง€์ปฌ AI์— ๋Œ€๋น„ํ•˜๋ ค๋ฉด ๊ธฐ์ˆ  ์Šคํƒ ์ „๋ฐ˜์— ๊ฑธ์นœ ๋ณ€ํ™”๊ฐ€ ํ•„์š”ํ•˜๋‹ค. ํฌ๋ ˆ์Šคํ„ฐ์˜ ๋งˆํ•˜ํŒŒํŠธ๋ผ๋Š” โ€œIT ๋ฆฌ๋”๋Š” Arm ์•„ํ‚คํ…์ฒ˜์— ๋งž๊ฒŒ ์šด์˜์ฒด์ œ, AI ํ”„๋ ˆ์ž„์›Œํฌ, ์ปจํ…Œ์ด๋„ˆ ํ”Œ๋žซํผ์„ ์ตœ์ ํ™”ํ•ด์•ผ ํ•œ๋‹ค. ๋ถ„์‚ฐ๋œ ๋กœ๋ณดํ‹ฑ์Šค ์‹œ์Šคํ…œ์— ๋Œ€ํ•œ ๋ณด์•ˆ ๋ฐ ์ˆ˜๋ช…์ฃผ๊ธฐ ๊ด€๋ฆฌ ์—ญ์‹œ ๊ฐ•ํ™”ํ•  ํ•„์š”๊ฐ€ ์žˆ๋‹คโ€๋ผ๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค. ์ด์–ด โ€œArm ๊ธฐ๋ฐ˜ ๋กœ๋ด‡ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์œผ๋กœ ํŒŒ์ผ๋Ÿฟ ํ”„๋กœ์ ํŠธ๋ฅผ ์šด์˜ํ•˜๋ฉด, ํ™•์žฅ์— ์•ž์„œ ์„ฑ๋Šฅ๊ณผ ํ†ตํ•ฉ ๊ฐ€๋Šฅ์„ฑ์„ ๊ฒ€์ฆํ•˜๋Š” ๋ฐ ๋„์›€์ด ๋œ๋‹คโ€๋ผ๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค.

๋ผ์™€ํŠธ๋Š” ๊ธฐ์—…์ด ๋กœ๋ณดํ‹ฑ์Šค์™€ ํ”ผ์ง€์ปฌ AI๋ฅผ ์ œํ•œ์ ์ธ ์šด์˜ ๊ธฐ์ˆ (OT) ์‹คํ—˜์ด ์•„๋‹ˆ๋ผ, ํ•ต์‹ฌ IT ์Šคํƒ์˜ ์—ฐ์žฅ์„ ์œผ๋กœ ๋ฐ”๋ผ๋ด์•ผ ํ•œ๋‹ค๊ณ  ์–ธ๊ธ‰ํ–ˆ๋‹ค. ๊ทธ๋Š” โ€œํ•™์Šต, ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜, ์‹ค์‹œ๊ฐ„ ์‹คํ–‰์„ ๋ช…ํ™•ํžˆ ๋ถ„๋ฆฌํ•˜๋Š” ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜ ์„ค๊ณ„๊ฐ€ ํ•„์š”ํ•˜๋‹ค. ๊ทธ๋ž˜์•ผ ๊ตฌ์„ฑ ์š”์†Œ๊ฐ€ ํด๋ผ์šฐ๋“œ์™€ Arm ๊ธฐ๋ฐ˜ ์—ฃ์ง€ ๋˜๋Š” ๋””๋ฐ”์ด์Šค ํ”Œ๋žซํผ ๊ฐ„์— ๋ฌด๋ฆฌ ์—†์ด ์ด๋™ํ•  ์ˆ˜ ์žˆ๋‹คโ€๋ผ๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค.

์ด ๊ฐ™์€ ์กฐ์–ธ์€ ๊ธฐ์—…์ด ๋กœ๋ณดํ‹ฑ์Šค์™€ ํ”ผ์ง€์ปฌ AI๋ฅผ ๋‹จ๋ฐœ์„ฑ ์ž๋™ํ™” ํ”„๋กœ์ ํŠธ๊ฐ€ ์•„๋‹ˆ๋ผ ์žฅ๊ธฐ์ ์ธ ์ธํ”„๋ผ ํˆฌ์ž๋กœ ์ธ์‹ํ•˜๋Š” ํ๋ฆ„์ด ๋‚˜ํƒ€๋‚˜๊ณ  ์žˆ์Œ์„ ์‹œ์‚ฌํ•œ๋‹ค.

Arm์˜ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ ์ „๋žต

AI ๊ด€๋ จ ์ง€์ถœ์˜ ์ค‘์‹ฌ์ด ํ† ํฐ ์ƒ์„ฑ ๋น„์šฉ์—์„œ ๋ฌผ๋ฆฌ์  ํ™˜๊ฒฝ์˜ ์‹ค์‹œ๊ฐ„ ์˜์‚ฌ๊ฒฐ์ • ์ •ํ™•๋„์— ๋Œ€ํ•œ ๋น„์šฉ์œผ๋กœ ์ „ํ™˜๋˜๋ฉด์„œ, Arm์€ ํ”ผ์ง€์ปฌ AI ๋ถ€๋ฌธ์„ ํ†ตํ•ด ๊ณ ๋„๋กœ ์ตœ์ ํ™”๋œ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์„ค๊ณ„ํ•˜๋Š” ๊ฒƒ์„ ๋ชฉํ‘œ๋กœ ํ•˜๊ณ  ์žˆ๋‹ค.

์ƒค๋Š” โ€œArm์€ ํ˜„์žฅ์—์„œ์˜ ์˜์‚ฌ๊ฒฐ์ •์„ ์ง€์›ํ•˜๊ธฐ ์œ„ํ•œ ์—”๋“œํˆฌ์—”๋“œ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์„ค๊ณ„ํ•˜๊ณ  ์žˆ๋‹ค. ์„œ๋ฒ„์™€ ๋กœ๋ด‡ ์ „๋ฐ˜์„ Arm์œผ๋กœ ํ‘œ์ค€ํ™”ํ•˜๋ฉด, ๊ธฐ๋ณธ ์†Œํ”„ํŠธ์›จ์–ด ์Šคํƒ์„ ๋‹ค์‹œ ๊ตฌ์ถ•ํ•˜์ง€ ์•Š๊ณ ๋„ AI ๋ชจ๋ธ์„ ํด๋ผ์šฐ๋“œ์—์„œ ์—ฃ์ง€๋กœ ์ด๋™์‹œํ‚ฌ ์ˆ˜ ์žˆ๋Š” โ€˜๋งค๋„๋Ÿฌ์šด ์ปดํ“จํŠธ ํŒจ๋ธŒ๋ฆญโ€™์„ ๊ตฌํ˜„ํ•  ์ˆ˜ ์žˆ๋‹คโ€๋ผ๊ณ  ์„ค๋ช…ํ–ˆ๋‹ค. ์ฆ‰, Arm์„ ํ‘œ์ค€์œผ๋กœ ์ฑ„ํƒํ•˜๋ฉด ๋””๋ฐ”์ด์Šค ์œ ํ˜• ๊ฐ„ ํŒŒํŽธํ™”๋ฅผ ์ค„์ด๊ณ , ๊ฐœ๋ฐœ์ž ์—ญ๋Ÿ‰์„ ๋‹จ์ˆœํ™”ํ•˜๋Š” ๋™์‹œ์— ๋ฐ์ดํ„ฐ์„ผํ„ฐ์—์„œ ์—ฃ์ง€, ๋‚˜์•„๊ฐ€ ๊ธฐ๊ณ„๋กœ ์ด์–ด์ง€๋Š” ์›Œํฌ๋กœ๋“œ ์ด๋™์„ฑ์„ ๋†’์ผ ์ˆ˜ ์žˆ๋‹ค๋Š” ๊ฒƒ์ด๋‹ค.

๋‹ค๋งŒ ๋ผ์™€ํŠธ๋Š” โ€œ์œ„ํ—˜ ์š”์ธ์€ ๋ฒค๋” ์ข…์†์„ฑ ์ž์ฒด๋ณด๋‹ค๋Š”, Arm์ด ์นฉ ์„ค๊ณ„๊นŒ์ง€ ํ™•๋Œ€ํ•  ๊ฒฝ์šฐ ๋ผ์ด์„ ์Šค ์ •์ฑ…๊ณผ ํ–ฅํ›„ ๊ธฐ์ˆ  ๋ฐฉํ–ฅ์— ๊ธฐ์—…์ด ๋” ํฌ๊ฒŒ ์˜ํ–ฅ์„ ๋ฐ›๊ฒŒ ๋œ๋‹ค๋Š” ๋ฐ ์žˆ๋‹คโ€๋ผ๊ณ  ์ง€์ ํ–ˆ๋‹ค.

๋Œ€๋ถ€๋ถ„์˜ ๊ธฐ์—…์—์„œ ๋„์ž…์€ ์ ์ง„์ ์œผ๋กœ ์ด๋ค„์งˆ ์ „๋ง์ด๋‹ค. CIO๋Š” ๊ณต์žฅ์ด๋‚˜ ๋ฌผ๋ฅ˜์ฐฝ๊ณ ์™€ ๊ฐ™์€ ํ†ต์ œ๋œ ํ™˜๊ฒฝ์—์„œ ์ œํ•œ์ ์ธ ์ ์šฉ๋ถ€ํ„ฐ ์‹œ์ž‘ํ•œ ๋’ค, ๋กœ๋ณดํ‹ฑ์Šค์™€ ์ž์œจ ์‹œ์Šคํ…œ์„ ์กฐ์ง ์ „๋ฐ˜์œผ๋กœ ํ™•๋Œ€ํ•ด ๋‚˜๊ฐˆ ๊ฐ€๋Šฅ์„ฑ์ด ํฌ๋‹ค.
dl-ciokorea@foundryco.com

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