NVIDIA Liangjian open source AI model: Nemotron 3 Ultra increases throughput efficiency by 5 times, NVIDIA, workflow, ultra, artificial intelligence model, nemotron
IT House reported on March 17 that today (March 17) at the 2026 GTC conference in San Jose, California, USA, NVIDIA announced the detailed parameters of the new 88-core Vera data center CPU, claiming to be the world's first processor customized for intelligent AI and reinforcement learning.
When processing large-scale data, AI training and inference, the chip operates twice as efficiently as traditional rack-level CPUs and is 50% faster. NVIDIA founder and CEO Jensen Huang emphasized that the CPU is no longer just an auxiliary AI model, but has become the core driving force. Vera will help AI systems achieve faster "thinking" and wider expansion.
In terms of core architecture, the Vera data center CPU is equipped with 88 Olympus cores custom-designed by NVIDIA. In order to meet the stringent requirements of multi-tenant AI factory concurrent tasks, each core supports spatial multi-threading technology and can stably run two tasks at the same time.
In addition, Vera uses a second-generation low-power memory subsystem. The system is built on LPDDR5X memory and has a bandwidth of up to 1.2 TB/s. Compared with general-purpose CPUs, it significantly reduces power consumption by half while doubling bandwidth.
In order to meet the extreme expansion needs of data centers, NVIDIA simultaneously launched the Vera CPU rack based on the MGX modular architecture. The rack integrates 256 liquid-cooled Vera CPUs, which can maintain more than 22,500 independent concurrent computing environments running at full speed, more than 45,000 independent threads and 400TB of ultra-large memory. It not only achieves a 6-fold increase in CPU throughput, but also directly doubles the performance of intelligent AI workloads.
At the data transmission level, Vera is deeply paired with the GPU through NVLink-C2C interconnection technology, providing consistent bandwidth of up to 1.8 TB/s, which is 7 times that of PCIe 6.0.
Vera CPU has now entered full mass production and is expected to begin batch delivery to core customers such as Meta and Oracle in the second half of this year. IT Home attaches relevant screenshots as follows:
NVIDIA GTC 2026 Conference Topics
Guangming Daily, Beijing, March 16th: Reporter Zhang Sheng learned from the regular press conference held by the Ministry of Natural Resources on the 16th that the Ministry of Natural Resources and the National Forestry and Grassland Administration jointly issued the "Notice on Further Ensuring Natural Resources Elements." The notice proposes 13 policy measures, including strengthening planning guidance and preliminary work for projects, exploring and establishing a national spatial planning permit system, establishing a dynamic maintenance mechanism for planning, improving the joint approval mechanism, reasonably ensuring temporary land use (forest, grass) for key projects, improving mining land policies, and coordinating the rational use of space resources on land and sea, so as to ensure the elements of key construction projects in the "15th Five-Year Plan".
In order to optimize the spatial layout of the land, the notice proposes to strengthen planning guidance and pre-project work, explore and improve the land space planning permit system, and establish a dynamic planning maintenance mechanism. Establish a consultation mechanism with relevant departments to proactively match the spatial needs of key projects of the "15th Five-Year Plan" of relevant departments, coordinate and integrate natural resource management and land spatial planning into the "one map", coordinate scientific site selection based on land and space planning, and clarify the list of key land and space planning projects. Without breaking through the binding indicators and bottom-line control requirements of the "Three Zones and Three Lines", annual dynamic maintenance of the land and space master plan can be carried out based on "one map" in conjunction with regular physical examination assessments, and planning content such as planning zoning, boundaries, and key project lists can be positively optimized.
In order to improve the efficiency of allocation of natural resource elements, the notice proposes to improve the joint approval mechanism, improve the land use approval management mechanism, improve land acquisition work, improve the balance mechanism of cultivated land occupation and compensation, and reasonably guarantee the temporary use of land (forest, grass) for key projects.
The notice emphasizes the coordination of existing and incremental construction land to promote connotative development. For provinces (autonomous regions and municipalities) that have achieved "one map" networking, a total amount control mechanism will be implemented for the scale of construction land during the planning period, and the provincial government will coordinate the use of new construction land quotas during the "15th Five-Year Plan". Establish and improve the linking mechanism between newly added construction land and the revitalization of existing construction land. In principle, the annual increase in urban and rural construction land shall not exceed the area of revitalized existing land to further promote the revitalization of existing land. New construction land will be given priority to ensure the construction of major projects and the development of people's livelihood undertakings, and will not be used for commercial real estate development in principle.
Focusing on the overall planning and rational use of space resources on land and sea, the notice stipulates the relevant contents of land-sea connection management on both sides of the coastline. At the same time, support relevant provinces and cities in optimizing the infrastructure layout of yachting and sea fishing industries in conjunction with land and space planning, ensuring the rational use of land, sea islands and coastline needs of projects, and no new land reclamation is allowed in violation of regulations.
"Guangming Daily" (Page 8, March 17, 2026)
IT House reported on March 17 that today (March 17) at the 2026 GTC conference in San Jose, California, USA, NVIDIA announced a comprehensive expansion of its open source model family in order to promote the next wave of agent (agent), physical and medical AI.
In the field of intelligent agents, NVIDIA has launched the Nemotron 3 series of fully understanding multi-modal models. Among them, Nemotron 3 Ultra relies on the Blackwell architecture, with throughput efficiency increased by 5 times, and is specially designed for code assistance and complex workflows.
Nemotron 3 Omni accurately integrates audio, visual, and speech multi-modal capabilities; Nemotron 3 VoiceChat integrates speech recognition, large models, and speech synthesis to support real-time dialogue.
The supporting security model further ensures the reliability of content output, and leading companies such as CrowdStrike and ServiceNow have currently deployed it in enterprise-level applications.
In the field of physical AI, NVIDIA has released a number of basic models to accelerate the development of autonomous systems. The upcoming Cosmos 3 is the first world-based model that unifies synthetic world generation and motion simulation; Isaac GR00T N1.7 and Alpamayo 1.5 are visual language action (VLA) inference models specially built for humanoid robots and autonomous driving respectively, and are now ready for commercial deployment.
In addition, CEO Jen-Hsun Huang also previewed the next-generation robot model GR00T N2, which has twice the mission success rate of existing models in new environments and is expected to be launched by the end of the year.
Medical life science research has also ushered in major breakthroughs. IT Home quoted a blog post as saying that the BioNeMo platform has added a new generative model Proteina-Complexa, which has greatly accelerated the discovery of protein drugs.
At the same time, NVIDIA teamed up with Google DeepMind and other institutions to add 1.7 million high-confidence protein complex predictions to the AlphaFold database. In addition, the new GPU-accelerated simulation engine nvQSP is up to 77 times faster than traditional CPUs, allowing scientists to analyze massive treatment options in a very short time.
The above-mentioned open source models, data sets and frameworks are currently available on GitHub, Hugging Face and other platforms. Developers can also use NVIDIA NIM microservices to achieve secure, scalable and convenient deployment on various acceleration infrastructures from edge to cloud.
Recently, four Chinese victims were abducted by a human trafficking gang near the Moi River on the Myanmar-Thailand border and forced into a pickup truck to be transported to Myanmar. The four people jumped out of the car on the way and called for help. After hearing the noise, the surrounding residents came to help, and the four people were able to escape smoothly and were sent to the police station. The driver involved has abandoned the car and fled, and the Thai police are investigating.
Four people who successfully escaped by jumping from the car (front row)
According to Kantaporn, the head of Mae Sot County in Tak Province, Thailand, the incident occurred at about 9:30 pm on March 9. The four rescued people included two men and two women. The specific identity information has not been disclosed yet. The incident took place in Village No. 2, Taserua Street, Mae Sot County, Tak Province, near the crossroads leading to Tapsa, about 500 meters away from the Moi River on the Myanmar-Thailand border.
Intersection surveillance showed that while a white pickup truck was driving at about 9:30 pm on the 9th, the Chinese man in the passenger seat suddenly jumped out of the car. After landing, he immediately rushed to the door and tried to rescue the people in the back seat. Upon seeing this, the driver stepped on the accelerator, and the man jumped onto the car again, and finally successfully opened the door and helped the other three people in the car escape. Neighbors heard the noise and went out to check, but the driver abandoned the car and fled.
The community leader then led four people to the Mae Sot Police Station to report the incident. According to the four people's statements, they were lured to Thailand and originally planned to be trafficked to Myanmar. The white pickup truck was used as a means of cross-border transportation. Entry and exit records show that the four people entered the country from Chiang Mai on the 6th and were taken to Tak province. Worried about being pursued, the four people asked the police for assistance in leaving the country. With the help of the police, they took a long-distance bus to Bangkok on the 10th and were later arranged by the Chinese Embassy to return home. The Thai police are currently investigating related charges such as deception and human trafficking involved in this case.
Produced by iQiyi, Yuewen Film and Television, Xinli TV, and Reverse Mapping, and produced by Carnival Culture Media. It is adapted from Remy's novel "Oldboy". Teng Huatao is the director, Wang Xiaohui is the director, Yang Bei is the producer, and Wang Xiaoyan , Liu Wenyang, and Ma Hao are the chief producers, Zhang Xinyuan, Wang Shuyun, Gao Yuan, and Ji Shixin are the new producers, and Nie Chengshuai is the screenwriter. The 16-episode human crime drama "Eliminate Evil" successfully concluded on March 5 at the iQiyi Mist Theater.
The play stars Ren Suxi and Wang Xiao, Cai Wenjing is the guest star, Li Zefeng is the star, Wang Youjun and Dong Qing star, Ye Zuxin, Jie Bing, Lan Xiya, Li Mincheng are guest stars, Yue Yang, Wei Zixin, Yao Yiqi, Wang Daqi, Gao Shuguang starred in the film, as did Zhang Shulun, Zhu Jiaqi, Wang Runze, Ji Xiaofei, Xue Yubin, Gu Yufeng and Xu Guodong, bringing together many powerful actors. As the finale unfolds, the fate of the characters in the play also comes to an end. Cheng Ken originally wanted to "buy a kidney" with one million, but found out that Xue Jiang had already decided to donate a kidney for free. His conscience was awakened and he fell in a pool of blood to save Xiaoyu; Cheng Xiaodong helped Li Xiaoya cover up Li Xiaoya tried to cover up the crime, intending to kill Xiaoyu to silence him, but was eventually killed by Jin Long on the spot; Li Xiaoya failed to escape and jumped into the sea to commit suicide, but Hu Wenjing resolutely jumped into the sea to rescue her and arrested her according to law... At this point, the secret drug network entrenched in the small town was completely torn apart. In the play, the fateful choices made by people driven by desire also made the audience sigh with emotion. At the ending, all clues ultimately point to the blank design of "Hu Wenjing's ex-husband", leaving endless suspense. Netizens' heated discussions and expectations for the second season of "Evil" continue to rise.
Word-of-mouth hits peak, counterattack to start the year, dark horse, all members criticize their acting skills, triggering a craze for watching dramas
Since its launch, "Extermination of Evil" has won the love and praise of the audience for its exquisite dark documentary style, high-energy reversal of dramatic tension, multi-threaded human portraits, and anti-drug perspective of good and evil. During the broadcast period, iQiyi's popularity reached a peak of 8810, ranking first in the top ten hot lists including iQiyi's soaring list, expected list, hot search list, popular broadcast list, and TV drama soaring list. It continued to lead the TOP1 of Kuyun full-end broadcasting, the TOP2 of Kuyun growth index, and the Maoyan cumulative ranking. The number of effective broadcasts exceeded 145 million, and it ranked TOP 1 on the list, TOP 1 on the Maoyan Internet Drama Popularity List, and many other authoritative lists. It triggered extensive discussions on the entire network platform, setting off a drama-watching craze of "guessing the plot to identify evil and eliminate evil", which fully confirmed that the show is widely recognized and loved by the market and audiences, and its influence in breaking circles is prominent.
In terms of reputation, the play not only received recognition from public prosecutors and legal agencies such as Dongying Anti-drug, Hubei Anti-drug, Neijiang Anti-drug, Guangzhou Anti-drug, etc., recognizing the core of the play, but also won high praise from dozens of industry authoritative media, commenting that the play "uses a solid realistic texture as the background, organically integrates genre narratives with social issues, and constructs an anti-drug expression with warning significance for the times in the intertwining of the fate of the characters and the advancement of the case." In addition, the series analyzes the drug network in a small town and focuses on the deep reflections behind human crimes, which has won many netizens' spontaneous Amway. Some netizens commented, "The stamina of "Evil" is really too great. It is not a fun drama at all, but a dull knife, slowly cutting open the truest human nature and reality. Justice is never an easy victory, but someone in the dark, enduring pain and hardship, still chooses to hold on to the bottom line." In addition, the series is also innovative in terms of innovation. It has been recognized by netizens, who all affirmed that its adaptation of the original protagonist's perspective has effectively eliminated the prejudice against women: ""Evil" uses this adaptation to break prejudices, which not only reflects Hu Wenjing's tenacious professional beliefs, but also presents the life dilemma of middle-aged women; Li Xiaoya, a female character with a complicated heart who negotiates with Hu Wenjing, is not written as a stereotypical evil girl, but gives her charm, ambition and vigorous vitality." From data to word-of-mouth, from drama polishing to perspective innovation, the drama has achieved solid and eye-catching results and has become the dark horse of the crime theme at the beginning of the year. Netizens praised it as "the top human crime drama at the beginning of the year".
Macro acquaintances, social crime, all living beings, revealing the secrets of human nature and broadening the boundaries of themes
As an innovative work that opens up the "human crime" track, "Evil" abandons the heroic narrative and black-and-white character settings in traditional crime stories, and cuts into the texture of a "small town acquaintance society" through delicate strokes, intertwining the ups and downs of different characters such as grassroots police officers, hidden drug dealers, and fringe nobodies. It truly presents the struggle and light and darkness of human nature in the torrent of destiny, depicts the darkness of the world among the ups and downs of all living beings, and also reveals the glimmer of the human heart. As a criminal police officer, Hu Wenjing naturally shoulders the mission of anti-drug investigation. However, when she discovers that her best friends are involved in drug and drug trafficking, she will also have a psychological struggle of pity and intolerance. In the pull of duty and friendship, she needs to have a strong belief to stick to the bottom line of the law; Cheng Ken chooses to take risks because of his eagerness to save his daughter, breaks through the bottom line of human nature in the process of sinking, and finally embarks on a path of no return. His choices are wrapped up in the helplessness and difficulties of the low-level people, which are the grayscale of human nature squeezed out by reality when they are in the quagmire of fate; and the drama also uses this character's sinking and awakening to clearly convey the core position: desperate situations can never be an excuse to commit crimes. Li Xiaoya, who is determined to change her destiny, has gone from a micro-business to a drug lord. She is the epitome of an ordinary person who is easily swallowed by desire and ambition; Cheng Xiaodong was shot to death after losing himself for love and losing his moral bottom line; Wang Ping's self-examination after accidentally taking drugs and becoming addicted; drug dealer Ding Lai used money to lure drug dealers and ended up eating the consequences. These endings together constitute the series' multi-dimensional reality warning that "a moment of greed leads to thousands of sins." "Abolition of Evil" uses a multi-line parallel group portrait narrative to create the flesh and blood of different characters in the broken small town life, allowing the audience to experience the tension and professional persistence of the police in solving crimes, and to understand the helplessness and struggle of ordinary people heading into the abyss of crime, as well as the extreme and evil of drug dealers to satisfy their greed.
In addition, the series focuses on "people", moving the lens of crime stories from big and mysterious cases back to the daily lives of ordinary people. It uses a small town mystery as a guide to interweave multiple perspectives to advance the plot, deeply depict the criminal network hidden in the market, and completely outline a true slice of the small town's drug ecology. Reflecting the current new era, drugs are not far away from us. They can be secretly packaged into a piece of candy, a cup of milk tea, or a bag of diet pills, and those involved in drugs and drug traffickers may also be any seemingly ordinary ordinary person around them. Under the pressure of life and the temptation of material desires, how to keep one's heart and uphold justice has become a realistic proposition before every citizen. The series deeply analyzes the secrets of human nature, and uses calm and objective lens language to compare the drug network to spreading cancer cells - it not only corrodes the individual's body, mind and conscience, but also silently destroys the interpersonal trust and ethical foundation of acquaintance society. The work truly extends the social theme of "anti-drugs for all" to the lives of every audience in the new era, and effectively conveys the importance of anti-drugs in protecting family happiness and maintaining social stability. While the play has both profound artistic value and strong social value, it also opens up a new path for the diversified creation and development of crime-themed dramas.
Guangming Daily reporter Li Jianbin Guangming Daily correspondent Di Yue
At the beginning of the day, the hustle and bustle of the day gradually subsides. There is a constant flow of people in the exhibition hall of the Liaoning Provincial Museum. Thousand-year-old cultural relics silently dialogue with today's people under the soft light; the lights in the Liaoning Provincial Library are brightly lit, guarding a tranquility for night readers...
This spring, Liaoning Cultural Museum has quietly adjusted its "schedule" and gently injected the light of cultural services into the city's night. This revolution in public services with time as the fulcrum may seem like just a small shift on the clock, but in fact it is re-weaving the texture of the city at night, depicting a vivid picture of cultural people, industry and culture, and a city nourished by culture.
When delaying, pay attention to it: Accurately connect with people’s life clocks
In the evening, Mr. Zhang, a citizen, and his elementary school-aged son stopped in front of the Liaoning Expo booth: "I used to regret not being able to catch up after get off work, but now walking around the venue after dinner has become a 'compulsory course' for my family." At this time, there were still nearly a thousand visitors in the museum, and the guide's voice could be clearly heard in the exhibition hall.
Time and space "match watch" life and serve "match taste" needs. After the national "Several Policies and Measures on Expanding Service Consumption" was promulgated in 2025, Liaoning quickly formulated "Several Policies and Measures to Promote the High-Quality Development of Provincial Museums" to refine macro policies and create perceptible "time increments" for each cultural museum.
In Shenyang, the Liaoning Provincial Museum implemented "No Closing on Mondays" from January 15 to February 28, and extended the closing time every Friday and Saturday from 17:00 to 19:00, turning on the "ultra-long standby" mode. At the same time, during the winter vacation, the Liaoning Provincial Library will be open until 18:00 on Wednesdays except in the morning. The extended opening areas are concentrated in the most popular Document Lending Center and Children's Service Center. The Shenyang Palace Museum launches a special night tour for the first time from the second to the sixth day of the first lunar month, open from 18:00 to 20:00 every day, allowing the ancient palaces to show a unique charm under the illumination of palace lanterns. The Shenyang "September 18th" History Museum will extend its closing time to 20:00, and the Shenyang Xinle Heritage Museum will open normally on Mondays from January 18 to March 9.
In Anshan, many venues such as Anshan City Museum, Haicheng City Museum, and Taian County Museum have introduced measures to stay open on Mondays and extend their opening hours by one hour. In Benxi, the Northeast Anti-Japanese War Historical Facts Exhibition Hall will not only be open on Mondays during the winter vacation from January 15 to March 1, but also adjust its opening hours to 9:00-17:30 during the Spring Festival to allow more people to enter the museum.
One after another, "time cuts" are aimed at the "life clock" of office workers, students and the general public, allowing public cultural services to truly shift from "I open the door" to "you are available".
The effect of delay is interesting: using traffic to help urban development
The demand-oriented delayed service has received an enthusiastic response beyond expectations, achieving a win-win situation of social and economic benefits. During the 2026 Spring Festival holiday, the Liaoning Provincial Museum received a total of 146,700 visitors, an increase of 26.01% compared with the same period in 2025. Visitors from outside the province accounted for 54.8%. Tourists from Heilongjiang, Jilin, Hebei, Jiangsu, Beijing and other places gathered here, fully demonstrating the cultural attraction of "one museum, one city". Previously, the Shenyang "September 18th" History Museum opened its nightclub for the first time during the National Day holiday in 2025, which attracted more than 10,000 visitors.
The economic spillover effect of delayed service is also significant. Starting from core places such as the Liaoning Provincial Museum and the Shenyang Forbidden City, a vibrant "cultural night economic circle" is booming. The lights in cultural and museum venues ignite the enthusiasm for consumption in surrounding restaurants, bookstores, cultural and creative businesses and other businesses, adding a unique background to the city’s nighttime economic map.
The deeper change lies in the delicate response to the rhythm of urban life and individual spiritual needs. For many strivers, the lights of the Liaoning Provincial Library are the gentle protection given by the city. Ms. Li, who is preparing for the postgraduate entrance examination, goes straight to the library almost every day after work: "This night study provides not only an extra hour, but also a sense of security that can calm the heart. Now it has become a regular study room for many people taking the postgraduate entrance examination and the civil service examination."
At the same time, the nighttime options for culture and leisure are also more colorful. The Shenyang Palace Museum launched the "Danchen New Rhythm" night tour for the first time during the Spring Festival, allowing the ancient palaces to revive in the carefully designed palace lights and shadows. This change is subtly extending the depth and breadth of public culture’s infiltration into people’s lives.
The method of delay, someone said: Mechanism innovation protects the night lights
Extending the opening is by no means a simple action of "opening the door and turning on the lights", but a comprehensive test of the venue's management, operation, and service capabilities. Liaoning's cultural system ensured the high-quality operation of this overtime match with a set of combination punches.
In order to solve the problem of staff stress and fatigue, some places have innovatively adopted the model of "flexible work + time off and compensation + performance incentives". During peak hours, the Liaoning Provincial Museum effectively ensured its service capacity by tapping internal potential, optimizing the "two shifts" schedule, and encouraging research and administrative staff to support the front line. At the same time, Liaoning provides incentives for museums that have achieved remarkable results in delayed openings and cultural and creative development to increase the total amount of performance-based wages, and requires that the allocation be tilted towards front-line employees involved in night services. A researcher who volunteered as a lecturer at Liaobo Nightclub said frankly: "Seeing the eyes of the audience, especially the children, who are hungry for knowledge, all my hard work disappears."
Safety management and control levels will be comprehensively upgraded in all locations. At the level of cultural relic protection, the technical team carried out professional and refined debugging of the night lights, ensuring the viewing effect while strictly controlling the illumination within a safe range.
Specialized service provision is the core embodiment of "no discount on delay". The night show at the Shenyang "September 18th" History Museum is equipped with red film screenings, immersive dramas and other content, making patriotic education more contagious. The first New Year's Eve Carnival Night organized by the Liaoning Provincial Library to "New Year's Eve with Books and New Year's Reading" features immersive level-playing, Guqin live show, intangible cultural heritage handicrafts and other games, turning the library into a cultural space full of fun and warmth at night. Various measures jointly point to one goal: to accurately align the time, space and connotation of public cultural services with the people's "life clock" and "points of interest".
From closing on time to "lighting up for you", the lights of Liaoning Cultural Expo are shining with economic vitality and flowing with the rhythm of culture, warming every soul seeking spiritual residence.
"Guangming Daily" (Page 9, March 17, 2026)
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