From Sand to Chips: Hefei's Semiconductor Alchemy

marsbitDipublikasikan tanggal 2026-07-28Terakhir diperbarui pada 2026-07-28

Abstrak

From Sand to Chips: Hefei's Semiconductor "Alchemy" On July 27, 2026, a memory chip maker from Hefei made history by surpassing the market capitalization of Industrial and Commercial Bank of China on its Shanghai Stock Exchange debut. This marks the culmination of Hefei's two-decade industrial transformation, often summarized in three strategic leaps: "Screen, Chip, Vehicle." The journey began in 2008 with a bold investment in BOE, establishing China's first 6th-generation LCD panel line. The second leap was the "Project 506" in 2016, which gave birth to ChangXin Memory Technologies (CXMT). With initial backing of 14.4 billion RMB from Hefei's state-owned investment platform, CXMT aimed to break into the global DRAM market, then over 95% controlled by three overseas giants. CXMT achieved a breakthrough in 2019 by producing China's first 8GB DDR4 DRAM chip, employing "generational leapfrog" R&D to catch up. After years of significant losses, the company turned profitable in 2025. A dramatic surge followed in 2026, driven by AI-driven demand and full capacity utilization, propelling CXMT to become the world's fourth-largest DRAM manufacturer. CXMT's success is not isolated. It anchors a dense, localized semiconductor ecosystem in Hefei. Within its vicinity are numerous supporting companies for equipment, materials, and packaging & testing. This cluster has fueled the regional economy, with Hefei's integrated circuit industry output growing over sevenfold between 2016 and 20...

On July 27, 2026, when the gong sounded at the Shanghai Stock Exchange, the history of China's capital markets was rewritten.

A company making memory chips closed its first trading day with a market capitalization of 3.28 trillion yuan, surpassing Industrial and Commercial Bank of China (ICBC).

This was not a financial stock, not an energy giant, not an internet platform, but a manufacturing enterprise that extracts silicon from sand, etches circuits onto silicon wafers, and turns those circuits into memory chips.

Its headquarters are not in Shenzhen, not in Shanghai, not in Beijing.

It's in Hefei.

How did an inland city, mocked twenty years ago as "China's largest county seat," hatch the world's fourth-largest memory chip manufacturer? How did a company founded in 2016 surpass ICBC in market value just ten years later?

The more crucial question is: With such a large enterprise landing in Hefei, what has grown around it? How did sand transform step by step into chips? And who are the companies that became its neighbors?

Project 506

On May 6, 2016, a codename was born.

Zhu Yiming ("Lao Zhu"), then Chairman and General Manager of GigaDevice, sat down with Hefei city leaders to discuss building a DRAM project. This day later became known as "506," and the project was named "Project 506."

The backdrop was alarming: Samsung Electronics, SK Hynix, and Micron controlled over 95% of the global DRAM market, while mainland China had almost no large-scale DRAM manufacturing capability. The core technology in every memory stick inside every mobile phone, computer, and server worldwide was held by these three overseas giants.

Lao Zhu wanted to do this. But he couldn't do it alone. DRAM is a capital-intensive industry; a single 12-inch wafer production line requires investment of tens of billions, has extremely high technical barriers, and yield ramp-up cycles are measured in years.

Hefei made the decision.

In 2017, GigaDevice and Hefei Industry Investment formally signed a cooperation agreement. The initial project budget was 18 billion yuan, with GigaDevice contributing 3.6 billion yuan (20%) and Hefei Industry Investment contributing 14.4 billion yuan (80%).

And this was just Phase One. The total investment for the entire ChangXin Memory (CXMT) dynamic random-access memory chip base reached 150 billion yuan, making it Anhui's largest single industrial investment project at the time.

Why would Hefei invest so heavily?

The answer lies in a plan from three years earlier. In 2013, Hefei issued the "Integrated Circuit Industry Development Plan (2013–2020)," proposing for the first time to build a "Chinese Silicon Valley." CXMT was the most critical piece on this chessboard.

China's First Domestically Produced DRAM Chip

In September 2019, the CXMT 12-inch wafer fab began production.

What came off the production line that day was an 8GB DDR4 memory chip—a breakthrough from 0 to 1 for mainstream domestic DRAM chips.

From the project launch in May 2016 to the first product off the line in September 2019: three years and four months. During this period, CXMT completed "skip-generation R&D" from its first- to fourth-generation process technology platforms, achieving product coverage and iteration from DDR4 and LPDDR4X to DDR5 and LPDDR5/5X.

What does "skip-generation R&D" mean? Samsung and Hynix spent twenty years, generation by generation, progressing from DDR1 to DDR5, with three to five years between each generation. CXMT didn't have a twenty-year window; it had to skip intermediate generations and directly catch up to mainstream manufacturing processes.

After the first DDR4 chip came off the line in 2019, CXMT's products gradually iterated to DDR5 and LPDDR5/5X, which are the mainstream configurations for global AI servers and flagship smartphones today.

But technological breakthroughs don't equal profitability. The following years were far more difficult for CXMT than outsiders imagined.

From a 16.3 Billion Loss to Quarterly Profits of 24.7 Billion

The financial data of ChangXin Memory Technology (CXMT's listed entity) is like a roller coaster.

2023: Revenue of 9.087 billion yuan, net profit attributable to shareholders: a loss of 16.340 billion yuan.

2024: Net profit attributable to shareholders: a loss of 7.145 billion yuan.

But in 2025, the plot reversed. Annual revenue reached 61.799 billion yuan, a year-on-year increase of 155.62%; net profit attributable to shareholders was 1.875 billion yuan, achieving profitability for the first time. Non-GAAP net profit was 5.316 billion yuan, and gross profit margin from main business rose to 41.02%.

By the first quarter of 2026, the data exploded: Revenue of 50.8 billion yuan, up 719.13% year-on-year; net profit attributable to shareholders of 24.762 billion yuan, up 1688.30% year-on-year.

A single quarter's profit of 24.7 billion yuan covered the combined losses of 23.5 billion yuan from 2023 and 2024, with money left over.

The company forecast revenue for the first half of 2026 to be between 110 and 120 billion yuan, with net profit attributable to shareholders between 50 and 57 billion yuan. At this rate, annual net profit could exceed 100 billion yuan.

Why the explosion? Two reasons: First, AI is driving global DRAM supply shortages, with prices continuously rising. Second, CXMT's own capacity and yield ramp-up reached target levels, with capacity utilization reaching 95.73% in 2025.

Changes in global market share are even more telling. According to Counterpoint data, CXMT's global DRAM market share was 3% in Q1 2025, rising to 4% in Q2, 6% in Q3, and surging to 8% in Q4. More than doubling in a year. By Q1 2026, it stabilized at 8%, ranking fourth globally, following Samsung, SK Hynix, and Micron.

But CXMT's explosion is not a one-man show.

The Supporting Ecosystem from Sand to Chip

A DRAM chip goes from nothing to something through this process:

Silicon purification - Crystal pulling into silicon ingots - Slicing into silicon wafers - Photolithography - Etching - Thin-film deposition - Chemical mechanical polishing (CMP) - Cleaning - Dicing - Packaging - Testing - Finished product.

Each step requires specialized companies and equipment. CXMT handles the midstream wafer manufacturing, but without upstream equipment, materials, and downstream packaging and testing support, it would be an isolated island.

Hefei's industrial ecosystem precisely connects these islands into a continent.

In July 2026, a Securities Times reporter visited CXMT's core factory area and discovered an astonishing phenomenon: surrounding CXMT's facility were densely packed semiconductor equipment, materials, and testing companies, all providing nearby support.

Hefei Powertech Semiconductor, just across the road from CXMT, primarily provides packaging and testing services for CXMT's memory chips. With an investment of about 10 billion yuan, construction started in March 2021, formal production began in December of the same year. In May 2026, the company stated its Hefei packaging and testing plant was currently operating at full capacity and actively expanding based on customer demand.

The Xinqiao Integrated Circuit Technology Park is also adjacent to CXMT. This 172-acre park was planned simultaneously with CXMT's "Project 506" in 2016, opened in 2019, and has gathered over 20 semiconductor upstream and downstream enterprises.

Who's in the park?

Equipment: Hefei Naura Microelectronics Equipment Co., Ltd. (a subsidiary of Naura), providing key equipment like etching and thin-film deposition; Hefei Jingzhida Integrated Circuit Technology Co., Ltd. (under Jingzhida); ACM Research (Shanghai) has offices here; Kaiyue Semiconductor independently develops coater/developers, having upgraded from refurbishing imported second-hand equipment to independent innovation; Wanweikelin provides semiconductor equipment.

Packaging & Testing: Xinfeng Technology represents semiconductor packaging and testing projects.

Materials & Components: Hemeng Precision, Sanyue Vacuum provide semiconductor components and materials.

Supporting Services: Qichuan Technology, Huahai Qingke provide semiconductor supporting services.

Beyond this, across Hefei's broader landscape, there are even more supporting companies. Among upstream equipment suppliers, Naura, AMEC, Piotech, and Huahai Qingke already supply key equipment like etching, thin-film deposition, and CMP to CXMT.

In high-end materials: Yoke Technology supplies precursor products; Guanggang Gas, Jinhong Gas provide electronic specialty gases;彤程新材 (Red Avenue New Materials) and晶瑞电材 (Jingrui Electric Materials) have entered the photoresist supply chain.

The downstream client roster is equally impressive: Alibaba Cloud, Tencent, ByteDance, Lenovo, Xiaomi, Honor, OPPO.

In this IPO's strategic placement, semiconductor industry chain companies like AMEC and Piotech, as well as downstream enterprises like Xiaomi, TCL, Kuaishou, NIO, and Alibaba Cloud, all received allocated shares, creating deep ties through equity investment and business synergy.

According to incomplete statistics, CXMT involves over 30 A-share listed companies. Hefei's integrated circuit industry output value grew from about 18 billion yuan in 2016 to 151.4 billion yuan in 2025, an increase of over 7 times, with a CAGR exceeding 26%. The city now has over 400 integrated circuit enterprises.

This isn't one company; it's an entire industrial chain.

One Factory Ignites a Whole Street

CXMT's industrial ripple effect even extends to roadside snack stalls.

The CXMT factory area is located near Hefei Xinqiao Airport in the Changgang community. A Securities Times reporter's visit found the most bustling area around the factory is along Shuofang Road, jokingly called the "Changgang CBD" by locals.

Both sides of Shuofang Road are densely packed with restaurants, supermarkets, hotels, pharmacies, hair salons, entertainment venues, etc., some operating 24/7. The night market stays open until 2-3 AM. A skewer stall owner said at least half the business comes from CXMT employees or clients.

Even more exaggerated are the hotels. A Hampton by Hilton on Shuofang Road with over 170 rooms is basically fully booked on weekdays, with over 80% of guests traveling on CXMT business. Some long-term, high-frequency business clients directly book rooms for extended stays.

Frequent travel by CXMT's upstream and downstream clients creates severe accommodation shortages; not being able to book a room on weekdays is the norm.

A supplier's on-site personnel told the reporter he rented an apartment nearby, brought his wife and child, and had been stationed there for over half a year. At 10 PM, delivery vehicles were still coming and going on the Xinhua Avenue freight route. A truck driver from Beijing said one truckload of equipment was worth hundreds of millions of yuan.

South of the factory, the second-phase project of the 12-inch memory wafer manufacturing base is under construction through the night, with tower cranes operating and machines rumbling. The production lines run 24/7 without stopping.

The busyness of one factory area reflects the vibrancy of an entire industrial chain.

Hefei's Three Leaps

CXMT was not Hefei's first big gamble, nor its last.

Hefei's industrial rise has been summarized by outsiders as three leaps: Screen, Chip, Vehicle.

First Leap: Screen. In 2008, Hefei postponed subway construction, allocated about one-third of its local fiscal revenue to introduce BOE, which was losing over 1 billion yuan at the time, to build China's first 6th-generation LCD panel line. BOE later became China's panel leader, building multiple production lines in Hefei, driving the Xinzhan High-tech Zone's new display industry output value to exceed 120 billion yuan.

Hefei surpassed Shenzhen to top the list of China's top ten cities for new display industry.

Second Leap: Chip. Launching "Project 506" in 2016, CXMT landed. Hefei Industry Investment contributed 14.4 billion yuan, an 80% stake. Total investment of 150 billion yuan made it Anhui's largest single industrial investment project then.

Third Leap: Vehicle. In 2020, Hefei Construction Investment joined forces with three state-owned capital platforms to raise 7 billion yuan and introduce the nearly bankrupt NIO. After NIO China's headquarters settled in Hefei,整车龙头 (vehicle leaders) like BYD, Volkswagen, and supporting enterprises followed. In 2025, Hefei's new energy vehicle output reached 1.376 million units, ranking first among Chinese cities for two consecutive years, with industrial cluster revenue exceeding 600 billion yuan.

Three leaps pieced together Hefei's "Chip, Screen, Auto, Home Appliance, and AI" industrial skeleton, with chips, displays, automobiles, home appliances, and artificial intelligence supporting each other.

In 2025, Hefei's GDP reached 1.42 trillion yuan, ranking 18th nationally. Its GDP growth rate topped the list among China's top 20 cities by economic size in both 2024 and 2025. In Q1 2026, GDP was 322.96 billion yuan, a year-on-year increase of 6.8%, the highest growth rate among 29 cities with trillion-yuan GDP.

From a GDP of only 58.97 billion yuan in 2005, mocked as "China's largest county seat," to today's "Double Ten-Thousand City" (trillion-yuan GDP, ten-million population), Hefei took twenty years, advancing 70 places in ranking.

Is Hefei Suitable for Employment and Living?

After CXMT's listing, a practical question was repeatedly raised: Is Hefei a city suitable for ordinary people to work and live in?

First, employment.

Hefei plans to create 200,000 job positions in key industry sectors in 2026. Since 2023, it holds an annual "Hefei Invites You, 200,000 Positions for You to Choose" series of job fairs, facilitating 278,000 employment intentions over three years. It attracts over 350,000 university graduates annually.

Regarding salaries, semiconductor technicians who moved from Shanghai to Hefei reported salaries decreased by only about 10%, but job stability is stronger, with far less risk of mid-career unemployment compared to first-tier cities.

Now, cost of living.

In June 2026, the average price for new homes in Hefei was about 17,900 yuan/m2. By district: Zhengwu District averaged 31,767 yuan/m2, the city's highest; Binhu District 24,405 yuan/m2; High-tech Zone 24,373 yuan/m2; Economic Development Zone 23,678 yuan/m2; Baohe District 23,084 yuan/m2. Outlying areas ranged from 7,000-8,000 yuan/m2.

Compared to the Yangtze River Delta: Nanjing's average new home price is around 30,000+; Hangzhou 35,000+. Hefei is only half to two-thirds of those. The house price-to-income ratio is about 10.2, not low, but far lower than first-tier cities' 15-20.

For commute, the average commute within Hefei's urban area is 38 minutes, nearly a quarter-hour less than the 45-50 minutes in Beijing, Shanghai, Guangzhou, and Shenzhen. A resident who returned from Beijing said: "My income in Hefei is similar to what it was in Beijing, but my happiness is much higher. No need to squeeze onto subways, it's 20-30 minutes to get anywhere, and things are cheaper."

Education and healthcare are also upgrading. In 2026, Hefei plans to newly build, renovate, or expand 43 primary/secondary schools and kindergartens, adding 38,000 new student places, aiming to increase the普通高中 (普通高中) admission rate to 85%. The Hefei Public Health Clinical Medical Center will open for operation, 5 smart hospitals will be completed, 5 national regional medical centers will be enhanced, and 20 new名医工作室 (renowned doctor studios) will be established.

Consumer-wise: Sam's Club's first Anhui store opened in Hefei in April 2025, with over 50,000 member registrations on opening day. Aldi is即将落地 (soon to land).高端户外品牌 (High-end outdoor brands) like Arc'teryx and Salomon have achieved布局密度 (distribution density) in Hefei comparable to Suzhou and Wuxi. Non-standard commercial streets like新粮仓 (New Granary) and瑶海天地 (Yaohai Tiandi) are called "Hefei's新天地 (Xintiandi)."

Annually, about 30% of University of Science and Technology of China (USTC) graduates choose to stay in Hefei to start businesses or work. Among Hefei's STAR Market-listed companies, USTC-affiliated enterprises account for over 30%; among unicorn companies, USTC-affiliated enterprises account for over 40%.

...

From sand to chips, from county seat to trillion-yuan city, this road took Hefei twenty years.

Turning sand into chips requires over a thousand processes. Turning a county seat into a trillion-yuan city requires twenty years of staying the course.

This requires extreme long-termism and the ability to endure solitude.

This article is from the WeChat public account "Washu66" (ID: washu66), author: Washu

Kripto yang Sedang Tren

Pertanyaan Terkait

QWhat was the project codename for the DRAM initiative established by GigaDevice and Hefei in 2016, and what is its significance?

AThe project codename was '506 Engineering', derived from the date of May 6, 2016, when the discussions were held. It is significant as it marked the launch of Changxin Technology's DRAM project, a massive investment by Hefei to build domestic DRAM manufacturing capabilities and break the monopoly of three overseas giants (Samsung, SK Hynix, Micron) that controlled over 95% of the global market at the time.

QAccording to the article, what were the key factors behind Changxin Technology's dramatic financial turnaround from heavy losses to massive profits between 2023-2026?

AThe key factors were: 1. AI-driven global demand leading to a supply shortage and rising prices for DRAM chips. 2. Changxin's own capacity and yield rates reaching optimal levels, with capacity utilization hitting 95.73% in 2025. This combination allowed the company to move from significant annual losses to achieving a quarterly net profit of 247.62 billion yuan in Q1 2026.

QHow did the article describe the industrial ecosystem supporting Changxin Technology in Hefei?

AThe article describes a dense, localized semiconductor ecosystem. Changxin's core manufacturing is supported by numerous nearby companies providing upstream equipment (etching, deposition, CMP), materials (specialty gases, photoresists), and downstream services like packaging and testing (e.g., Hefei沛顿存储). The Xinqiao Integrated Circuit Science Park, planned alongside Changxin, hosts over 20 such companies. This cluster transforms Hefei from having an isolated factory into a complete, interconnected industrial chain.

QWhat are the 'three leaps' in Hefei's industrial development strategy as summarized in the article?

AHefei's industrial strategy is summarized as three major leaps: 1. The 'Screen' leap: Investing in BOE in 2008 to establish a liquid crystal panel industry. 2. The 'Chip' leap: Launching the '506 Engineering' with Changxin in 2016 to build a semiconductor memory industry. 3. The 'Vehicle' leap: Investing in NIO in 2020 to cultivate a new energy vehicle industry. These leaps collectively form the city's 'Core, Screen, Vehicle, and Convergence' industrial framework.

QBased on the article, what are some arguments presented for Hefei being a suitable city for employment and living, especially for professionals?

AArguments for Hefei's suitability include: 1. Employment: Strong job creation (200,000 planned positions in 2026), high graduate retention, and competitive salaries for tech professionals (e.g., only ~10% less than Shanghai with greater job stability). 2. Living Costs: Lower housing prices (average ~17,900 RMB/m²) compared to major eastern cities like Nanjing and Hangzhou. 3. Convenience: Shorter average commute (38 minutes) than first-tier cities. 4. Amenities: Improving education, healthcare, and consumer retail options, including international brands. Overall, it offers a high quality of life with lower pressure than mega-cities.

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Agent S: Masa Depan Interaksi Otonom di Web3 Pendahuluan Dalam lanskap Web3 dan cryptocurrency yang terus berkembang, inovasi secara konstan mendefinisikan ulang cara individu berinteraksi dengan platform digital. Salah satu proyek perintis, Agent S, menjanjikan untuk merevolusi interaksi manusia-komputer melalui kerangka agen terbuka. Dengan membuka jalan untuk interaksi otonom, Agent S bertujuan untuk menyederhanakan tugas-tugas kompleks, menawarkan aplikasi transformasional dalam kecerdasan buatan (AI). Eksplorasi mendetail ini akan menyelami seluk-beluk proyek, fitur uniknya, dan implikasinya untuk domain cryptocurrency. Apa itu Agent S? Agent S berdiri sebagai kerangka agen terbuka yang inovatif, dirancang khusus untuk mengatasi tiga tantangan mendasar dalam otomatisasi tugas komputer: Memperoleh Pengetahuan Spesifik Domain: Kerangka ini secara cerdas belajar dari berbagai sumber pengetahuan eksternal dan pengalaman internal. Pendekatan ganda ini memberdayakannya untuk membangun repositori pengetahuan spesifik domain yang kaya, meningkatkan kinerjanya dalam pelaksanaan tugas. Perencanaan Selama Rentang Tugas yang Panjang: Agent S menggunakan perencanaan hierarkis yang ditingkatkan pengalaman, pendekatan strategis yang memfasilitasi pemecahan dan pelaksanaan tugas-tugas rumit dengan efisien. Fitur ini secara signifikan meningkatkan kemampuannya untuk mengelola beberapa subtugas dengan efisien dan efektif. Menangani Antarmuka Dinamis dan Tidak Seragam: Proyek ini memperkenalkan Antarmuka Agen-Komputer (ACI), solusi inovatif yang meningkatkan interaksi antara agen dan pengguna. Dengan memanfaatkan Model Bahasa Besar Multimodal (MLLM), Agent S dapat menavigasi dan memanipulasi berbagai antarmuka pengguna grafis dengan mulus. Melalui fitur-fitur perintis ini, Agent S menyediakan kerangka kerja yang kuat yang mengatasi kompleksitas yang terlibat dalam mengotomatisasi interaksi manusia dengan mesin, membuka jalan untuk berbagai aplikasi dalam AI dan seterusnya. Siapa Pencipta Agent S? Meskipun konsep Agent S secara fundamental inovatif, informasi spesifik tentang penciptanya tetap samar. Pencipta saat ini tidak diketahui, yang menyoroti baik tahap awal proyek atau pilihan strategis untuk menjaga anggota pendiri tetap tersembunyi. Terlepas dari anonimitas, fokus tetap pada kemampuan dan potensi kerangka kerja. Siapa Investor Agent S? Karena Agent S relatif baru dalam ekosistem kriptografi, informasi terperinci mengenai investor dan pendukung keuangannya tidak secara eksplisit didokumentasikan. Kurangnya wawasan yang tersedia untuk umum mengenai fondasi investasi atau organisasi yang mendukung proyek ini menimbulkan pertanyaan tentang struktur pendanaannya dan peta jalan pengembangannya. Memahami dukungan sangat penting untuk mengukur keberlanjutan proyek dan potensi dampak pasar. Bagaimana Cara Kerja Agent S? Di inti Agent S terletak teknologi mutakhir yang memungkinkannya berfungsi secara efektif dalam berbagai pengaturan. Model operasionalnya dibangun di sekitar beberapa fitur kunci: Interaksi Komputer yang Mirip Manusia: Kerangka ini menawarkan perencanaan AI yang canggih, berusaha untuk membuat interaksi dengan komputer lebih intuitif. Dengan meniru perilaku manusia dalam pelaksanaan tugas, ia menjanjikan untuk meningkatkan pengalaman pengguna. Memori Naratif: Digunakan untuk memanfaatkan pengalaman tingkat tinggi, Agent S memanfaatkan memori naratif untuk melacak sejarah tugas, sehingga meningkatkan proses pengambilan keputusannya. Memori Episodik: Fitur ini memberikan panduan langkah demi langkah kepada pengguna, memungkinkan kerangka untuk menawarkan dukungan kontekstual saat tugas berlangsung. Dukungan untuk OpenACI: Dengan kemampuan untuk berjalan secara lokal, Agent S memungkinkan pengguna untuk mempertahankan kontrol atas interaksi dan alur kerja mereka, sejalan dengan etos terdesentralisasi Web3. Integrasi Mudah dengan API Eksternal: Versatilitas dan kompatibilitasnya dengan berbagai platform AI memastikan bahwa Agent S dapat dengan mulus masuk ke dalam ekosistem teknologi yang ada, menjadikannya pilihan menarik bagi pengembang dan organisasi. Fungsionalitas ini secara kolektif berkontribusi pada posisi unik Agent S dalam ruang kripto, saat ia mengotomatisasi tugas-tugas kompleks yang melibatkan banyak langkah dengan intervensi manusia yang minimal. Seiring proyek ini berkembang, aplikasi potensialnya di Web3 dapat mendefinisikan ulang bagaimana interaksi digital berlangsung. Garis Waktu Agent S Pengembangan dan tonggak Agent S dapat dirangkum dalam garis waktu yang menyoroti peristiwa pentingnya: 27 September 2024: Konsep Agent S diluncurkan dalam sebuah makalah penelitian komprehensif berjudul “Sebuah Kerangka Agen Terbuka yang Menggunakan Komputer Seperti Manusia,” yang menunjukkan dasar untuk proyek ini. 10 Oktober 2024: Makalah penelitian tersebut dipublikasikan secara terbuka di arXiv, menawarkan eksplorasi mendalam tentang kerangka kerja dan evaluasi kinerjanya berdasarkan tolok ukur OSWorld. 12 Oktober 2024: Sebuah presentasi video dirilis, memberikan wawasan visual tentang kemampuan dan fitur Agent S, lebih lanjut melibatkan pengguna dan investor potensial. Tanda-tanda dalam garis waktu ini tidak hanya menggambarkan kemajuan Agent S tetapi juga menunjukkan komitmennya terhadap transparansi dan keterlibatan komunitas. Poin Kunci Tentang Agent S Seiring kerangka Agent S terus berkembang, beberapa atribut kunci menonjol, menekankan sifat inovatif dan potensinya: Kerangka Inovatif: Dirancang untuk memberikan penggunaan komputer yang intuitif seperti interaksi manusia, Agent S membawa pendekatan baru untuk otomatisasi tugas. Interaksi Otonom: Kemampuan untuk berinteraksi secara otonom dengan komputer melalui GUI menandakan lompatan menuju solusi komputasi yang lebih cerdas dan efisien. Otomatisasi Tugas Kompleks: Dengan metodologinya yang kuat, ia dapat mengotomatisasi tugas-tugas kompleks yang melibatkan banyak langkah, membuat proses lebih cepat dan kurang rentan terhadap kesalahan. Perbaikan Berkelanjutan: Mekanisme pembelajaran memungkinkan Agent S untuk belajar dari pengalaman masa lalu, terus meningkatkan kinerja dan efektivitasnya. Versatilitas: Adaptabilitasnya di berbagai lingkungan operasi seperti OSWorld dan WindowsAgentArena memastikan bahwa ia dapat melayani berbagai aplikasi. Saat Agent S memposisikan dirinya di lanskap Web3 dan kripto, potensinya untuk meningkatkan kemampuan interaksi dan mengotomatisasi proses menandakan kemajuan signifikan dalam teknologi AI. Melalui kerangka inovatifnya, Agent S mencerminkan masa depan interaksi digital, menjanjikan pengalaman yang lebih mulus dan efisien bagi pengguna di berbagai industri. Kesimpulan Agent S mewakili lompatan berani ke depan dalam pernikahan AI dan Web3, dengan kapasitas untuk mendefinisikan ulang cara kita berinteraksi dengan teknologi. Meskipun masih dalam tahap awal, kemungkinan aplikasinya sangat luas dan menarik. Melalui kerangka komprehensifnya yang mengatasi tantangan kritis, Agent S bertujuan untuk membawa interaksi otonom ke garis depan pengalaman digital. Saat kita melangkah lebih dalam ke dalam ranah cryptocurrency dan desentralisasi, proyek-proyek seperti Agent S pasti akan memainkan peran penting dalam membentuk masa depan teknologi dan kolaborasi manusia-komputer.

1.1k Total TayanganDipublikasikan pada 2025.01.14Diperbarui pada 2025.01.14

Apa Itu AGENT S

Cara Membeli S

Selamat datang di HTX.com! Kami telah membuat pembelian Sonic (S) menjadi mudah dan nyaman. Ikuti panduan langkah demi langkah kami untuk memulai perjalanan kripto Anda.Langkah 1: Buat Akun HTX AndaGunakan alamat email atau nomor ponsel Anda untuk mendaftar akun gratis di HTX. Rasakan perjalanan pendaftaran yang mudah dan buka semua fitur.Dapatkan Akun SayaLangkah 2: Buka Beli Kripto, lalu Pilih Metode Pembayaran AndaKartu Kredit/Debit: Gunakan Visa atau Mastercard Anda untuk membeli Sonic (S) secara instan.Saldo: Gunakan dana dari saldo akun HTX Anda untuk melakukan trading dengan lancar.Pihak Ketiga: Kami telah menambahkan metode pembayaran populer seperti Google Pay dan Apple Pay untuk meningkatkan kenyamanan.P2P: Lakukan trading langsung dengan pengguna lain di HTX.Over-the-Counter (OTC): Kami menawarkan layanan yang dibuat khusus dan kurs yang kompetitif bagi para trader.Langkah 3: Simpan Sonic (S) AndaSetelah melakukan pembelian, simpan Sonic (S) di akun HTX Anda. Selain itu, Anda dapat mengirimkannya ke tempat lain melalui transfer blockchain atau menggunakannya untuk memperdagangkan mata uang kripto lainnya.Langkah 4: Lakukan trading Sonic (S)Lakukan trading Sonic (S) dengan mudah di pasar spot HTX. Cukup akses akun Anda, pilih pasangan perdagangan, jalankan trading, lalu pantau secara real-time. Kami menawarkan pengalaman yang ramah pengguna baik untuk pemula maupun trader berpengalaman.

2.0k Total TayanganDipublikasikan pada 2025.01.15Diperbarui pada 2026.06.02

Cara Membeli S

Diskusi

Selamat datang di Komunitas HTX. Di sini, Anda bisa terus mendapatkan informasi terbaru tentang perkembangan platform terkini dan mendapatkan akses ke wawasan pasar profesional. Pendapat pengguna mengenai harga S (S) disajikan di bawah ini.

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