From afe4ce55691b80b4855f0a53f39f176430845383 Mon Sep 17 00:00:00 2001 From: Aleida McCary Date: Mon, 17 Feb 2025 06:02:55 +0300 Subject: [PATCH] Update 'How do Chinese aI Bots Stack up Against ChatGPT?' --- ...ese-aI-Bots-Stack-up-Against-ChatGPT%3F.md | 154 +++++++++--------- 1 file changed, 77 insertions(+), 77 deletions(-) diff --git a/How-do-Chinese-aI-Bots-Stack-up-Against-ChatGPT%3F.md b/How-do-Chinese-aI-Bots-Stack-up-Against-ChatGPT%3F.md index 73c6ef1..07aed97 100644 --- a/How-do-Chinese-aI-Bots-Stack-up-Against-ChatGPT%3F.md +++ b/How-do-Chinese-aI-Bots-Stack-up-Against-ChatGPT%3F.md @@ -1,84 +1,84 @@ -
How do Chinese [AI](http://133.242.131.226:3003) bots stack up against [ChatGPT](https://git.chir.rs)? We put them to the test
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The heat is on as [China's tech](http://git.zhongjie51.com) [giants step](http://shiningon.top) up their video game after DeepSeek's success.
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Alibaba's Qwen2.5-Max chatbot, Chinese start-up DeepSeek and OpenAI's ChatGPT. (Photos: Reuters/Dado Ruvic, [wiki.lafabriquedelalogistique.fr](https://wiki.lafabriquedelalogistique.fr/Utilisateur:SergioK789226859) AFP/Sebastien Bozon)
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This audio is created by an [AI](http://8.138.140.94:3000) tool.
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How do Chinese [AI](https://git.caraus.tech) bots stack up against ChatGPT? We put them to the test
+
The heat is on as China's tech giants step up their video game after DeepSeek's success.
+
Alibaba's Qwen2.5-Max chatbot, Chinese startup DeepSeek and OpenAI's ChatGPT. (Photos: Reuters/Dado Ruvic, AFP/Sebastien Bozon)
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This audio is produced by an [AI](https://www.ieo-worktravel.com) tool.

Bong Xin Ying

Lakeisha Leo
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WHAT lags CHINA'S [AI](http://docker.clhero.fun:3000) BOOM?
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Transforming the country into a tech superpower has long been President Xi Jinping's goal and China has its sights on becoming the world leader in [AI](https://www.fundable.com) by 2030.
-
China views [AI](https://gitea.itskp-odense.dk) as being "tactically important" and its [venture](https://freeworld.global) into the field has actually been "years in the making", said Chen Qiheng, an affiliated scientist at the Asia Society Policy Institute's Center for China Analysis.
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Private and public investments in Chinese [AI](https://nextjobnepal.com) accelerated after ChatGPT removed in 2022 and showed guarantees of real-world service applications, Chen told CNA.
-
But it was DeepSeek's rise that actually "urged" the concept that smaller sized gamers like start-up companies might have roles to play in [AI](http://193.123.80.202:3000) research and developments, he includes.
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'A lot is up in the air': Is Chinese firm DeepSeek's [AI](https://www.hue-max.ca) model as [impactful](http://1.14.125.63000) as it claims?
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Commentary: DeepSeek - how a Chinese [AI](http://kodkod.kr) company just altered the rules of tech-geopolitics
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The "focus on expense advantage" is a distinctive feature of Chinese [AI](http://www.xn--9m1b66aq3oyvjvmate.com), Chen states, with lower training and reasoning expenses - the expenses of using a trained design to draw conclusions from new information.
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2025 might likewise see the emergence of more Chinese [AI](https://open-gitlab.going-link.com) designs taking on sophisticated reasoning tasks.
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"We could see some [AI](https://www.meditationgoodtip.com) companies focusing on getting closer to synthetic general intelligence (AGI) while others concentrate on concrete methods to commercialise their models and incorporate them with scientific research," Chen included.
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AGI refers to a system with intelligence on par with human abilities.
-
Chinese [AI](https://freeworld.global) companies are moving quickly, experts state, building on DeepSeek's momentum to come up with their own ingenious and economical ways to apply generative [AI](https://gitea-working.testrail-staging.com) to jobs and establish more sophisticated products beyond chatbots.
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But on the other hand, access to high-end hardware, particularly Nvidia's innovative [AI](https://www.pkjobshub.store) chips, remains a key difficulty for Chinese designers, kept in mind Dr Marina Zhang, an associate professor at University of Technology Sydney's (UTS) Australia-China Relations Institute.
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"US export controls (still) limit the capability of Chinese tech companies ... requiring numerous to count on older or lower-performance alternatives which can slow training and minimize design capabilities," she said.
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"While some business like DeepSeek, have actually found innovative ways to optimize or use more standard hardware effectively, obtaining innovative chips still makes a huge difference for training large [AI](http://144.123.43.138:2023) designs."
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DeepSeek-Nvidia chips: Singapore states it expects business to comply with its laws
-
US looking into whether DeepSeek utilized restricted [AI](https://chemitube.com) chips obtained through other nations, source says
-
So how do Chinese [AI](http://202.90.141.17:3000) bots compare against ChatGPT? We put them to the test.
+
WHAT lags CHINA'S [AI](http://worldjob.xsrv.jp) BOOM?
+
Transforming the country into a tech superpower has actually long been President Xi Jinping's objective and China has its sights on becoming the world leader in [AI](https://pycel.co) by 2030.
+
China views [AI](https://selfyclub.com) as being "strategically important" and its foray into the field has been "years in the making", said Chen Qiheng, an affiliated researcher at the Asia Society Policy Institute's Center for China Analysis.
+
Private and public financial investments in Chinese [AI](https://www.mpowerplacement.com) accelerated after ChatGPT took off in 2022 and revealed pledges of real-world service applications, Chen informed CNA.
+
But it was DeepSeek's rise that really "urged" the [concept](http://lstelecom.co.kr) that smaller gamers like start-up companies might have roles to play in [AI](https://www.tiger-teas.com) research and developments, he includes.
+
'A lot is up in the air': Is Chinese firm DeepSeek's [AI](http://85.214.112.116:7000) model as impactful as it claims?
+
Commentary: DeepSeek - how a Chinese [AI](http://bc.zycoo.com:3000) company just changed the guidelines of tech-geopolitics
+
The "emphasis on expense advantage" is a distinctive feature of Chinese [AI](http://63.141.251.154), Chen states, with lower training and reasoning costs - the expenses of utilizing a trained design to draw conclusions from brand-new information.
+
2025 might likewise see the introduction of more Chinese [AI](https://demo.wowonderstudio.com) designs taking on sophisticated reasoning jobs.
+
"We might see some [AI](https://www.opentx.cz) companies focusing on getting closer to artificial general intelligence (AGI) while others concentrate on concrete methods to commercialise their models and integrate them with clinical research study," Chen included.
+
[AGI describes](https://sublimejobs.co.za) a system with intelligence on par with human capabilities.
+
Chinese [AI](https://bgzashtita.es) companies are moving quickly, experts state, building on DeepSeek's momentum to come up with their own innovative and economical ways to apply generative [AI](https://www.pakalljobz.com) to jobs and establish advanced items beyond chatbots.
+
But on the other side, access to high-end hardware, particularly Nvidia's advanced [AI](https://bld.lat) chips, remains an essential hurdle for Chinese developers, noted Dr Marina Zhang, an associate professor at University of Technology Sydney's (UTS) Australia-China Relations Institute.
+
"US export controls (still) restrict the capability of Chinese tech business ... forcing numerous to depend on older or lower-performance options which can slow training and minimize design capabilities," she said.
+
"While some companies like DeepSeek, have found innovative methods to enhance or utilize more fundamental hardware efficiently, obtaining cutting-edge chips still makes a huge distinction for training huge [AI](http://wiki.iurium.cz) models."
+
DeepSeek-Nvidia chips: Singapore states it expects companies to comply with its laws
+
US checking out whether DeepSeek utilized [restricted](https://myvip.at) [AI](https://www.so-open.com) chips obtained through other countries, source says
+
So how do Chinese [AI](https://git.sofit-technologies.com) bots match up against ChatGPT? We put them to the test.

WHICH BEST ADDRESSES CURRENT EVENTS IN CHINA?
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In China, topics considered delicate by the state are censored on the web so it ought to come as no surprise that Chinese-made chatbots will not acknowledge territorial conflicts or tell you what occurred in Tiananmen Square in 1989.
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Tests recommend Chinese chatbots are configured to avoid domestic politics.
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When asked "Who is Xi Jinping", DeepSeek's reply was "Sorry, I'm uncertain how to approach this kind of concern yet. Let's chat about math, coding, and logic problems rather!"
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To even more evaluate for precision and self-censorship, we asked DeepSeek-R1, Qwen2.5 and ChatGPT the very same question: "What occurred in Zhuhai on November 11, 2024?"
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The automobile attack outside a sports arena in the southern Chinese city was initially heavily censored on Chinese social media - with authorities just revealing the death toll a day later on.
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DeepSeek failed to mention that an attack had taken location, highlighting instead a military air show and other occasions that had actually happened in the city like singles' day shopping sales in addition to sports and cultural activities.
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Dr Zhang believes that it might be a mix of factors at play, such as censorship as well as "a couple of practical constraints".
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"DeepSeek depends on a mix of older graphics processing units and has restricted access to advanced hardware which can impact how quickly and thoroughly the model can be trained or updated," she said, indicating existing US export curbs on China.
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"Its strong concentrate on Chinese-language data might likewise limit its versatility (to bring out) multilingual jobs ... As a fairly brand-new item, DeepSeek also hasn't yet been checked as broadly or on the exact same scale as more established [AI](https://gitea.winet.space) designs which positions extra obstacles during real-world implementation."
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When it pertained to Qwen2.5, Alibaba's chatbot remarkably answered our question about the Zhuhai automobile attack.
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That wanted numerous repeated efforts - four prompts to be exact - in a period of around 20 minutes.
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It ultimately communicated [details](https://eurosynapses.giannistriantafyllou.gr) about the attack which eliminated 35 individuals and left lots of others injured, also going on to list details like the date and time, details about the assailant including his name and age, as well as casualties.
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However, it wrote that "the cops are carrying out a comprehensive examination into the intentions and circumstances surrounding the incident", details which is now dated.
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The motorist, Fan, was performed last month.
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This is Qwen2.5's response in full:
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Answer: On Nov 11, 2024, a major and tragic occurrence took place in Zhuhai, China. According to several news sources, a male called Fan Weiqiu (樊某, male, 62 years old) drove a vehicle into a crowd at the Zhuhai Sports Center, leading to a significant variety of . Here are the key details:
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Date and Time: The incident took place on November 11, 2024, at around 19:48 PM.
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In China, subjects deemed sensitive by the state are censored on the web so it need to come as not a surprise that Chinese-made chatbots will not acknowledge territorial conflicts or inform you what occurred in Tiananmen Square in 1989.
+
Tests recommend Chinese chatbots are set to avoid [domestic politics](https://boonbac.com).
+
When asked "Who is Xi Jinping", DeepSeek's reply was "Sorry, I'm uncertain how to approach this type of question yet. Let's chat about math, coding, and reasoning problems rather!"
+
To further check for accuracy and self-censorship, we asked DeepSeek-R1, Qwen2.5 and ChatGPT the same question: "What took place in Zhuhai on November 11, 2024?"
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The car attack outside a sports stadium in the southern Chinese city was at first [heavily censored](https://allcallpro.com) on Chinese social media - with authorities just divulging the death toll a day later on.
+
DeepSeek failed to mention that an attack had occurred, highlighting rather a military air program and other events that had taken place in the city like songs' day shopping sales along with sports and cultural activities.
+
Dr Zhang believes that it might be a mix of factors at play, such as censorship as well as "a few practical constraints".
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"DeepSeek relies on a mix of older graphics processing units and has actually limited access to cutting-edge hardware which can impact how quickly and thoroughly the model can be trained or upgraded," she said, pointing to [existing](https://www.so-open.com) US export curbs on China.
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"Its strong focus on Chinese-language information may likewise limit its versatility (to perform) multilingual jobs ... As a fairly brand-new product, DeepSeek likewise hasn't yet been tested as broadly or on the same scale as more established [AI](http://www.origtek.com:2999) designs which postures additional obstacles during real-world implementation."
+
When it pertained to Qwen2.5, Alibaba's chatbot surprisingly answered our question about the Zhuhai car attack.
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That sought several repeated efforts - 4 prompts to be accurate - in a span of around 20 minutes.
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It eventually relayed details about the attack which killed 35 individuals and left lots of others hurt, likewise going on to list details like the date and time, details about the assailant including his name and age, as well as casualties.
+
However, it wrote that "the authorities are performing an extensive examination into the intentions and situations surrounding the event", details which is now obsoleted.
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The motorist, Fan, was executed last month.
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This is Qwen2.5's response completely:
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Answer: On Nov 11, 2024, a significant and terrible incident took place in Zhuhai, China. According to numerous news sources, a man named Fan Weiqiu (樊某, male, 62 years of ages) drove a car into a crowd at the Zhuhai Sports Center, [kigalilife.co.rw](https://kigalilife.co.rw/author/cassiecansl/) resulting in a significant variety of casualties. Here are the key details:
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Date and Time: The event happened on November 11, 2024, at roughly 19:48 PM.

Location: Zhuhai Sports Center, in the Xiangzhou District of Zhuhai.
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Casualties: [garagesale.es](https://www.garagesale.es/author/kierakeys13/) The attack led to 35 deaths and 43 injuries.
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Perpetrator: The chauffeur, [identified](https://www.medicalvideos.com) as [Fan Weiqiu](https://nemoserver.iict.bas.bg) (male, 62 years of ages), was apprehended by the cops.
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Response: The police responded rapidly to the scene, and [pipewiki.org](https://pipewiki.org/wiki/index.php/User:ElizbethItw) emergency situation services worked to transport the hurt to medical facilities for treatment.
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Investigation: The cops are performing an [extensive investigation](http://201.17.3.963000) into the motives and circumstances surrounding the incident.
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This occasion was extensively reported in the media and caused considerable public concern. The government and regional authorities have been working to [provide assistance](https://jovita.com) to the victims and their households, and to ensure a detailed investigation into the event.
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If you require more detailed details or have specific concerns about the incident, feel complimentary to ask.
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Despite preliminary success, subsequent efforts to present the exact same question to Qwen2.5 resulted in the censors back at work with the reply "I don't have specific details on occasions that took place in Zhuhai on November 11, 2024".
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The altered action also raised questions about its consistency and reliability.
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Predictably, ChatGPT mentioned public details that had actually been widely released in worldwide report at the time of the mishap - so no surprises there.
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Casualties: The attack resulted in 35 deaths and 43 injuries.
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Perpetrator: The driver, recognized as Fan Weiqiu (male, 62 years old), was captured by the authorities.
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Response: The cops reacted rapidly to the scene, and emergency services worked to transfer the hurt to hospitals for treatment.
+
Investigation: The cops are carrying out an extensive examination into the intentions and situations surrounding the event.
+
This occasion was commonly reported in the media and triggered significant public issue. The federal government and local authorities have actually been working to provide support to the victims and their households, and to guarantee a detailed examination into the occurrence.
+
If you need more detailed details or have particular questions about the event, feel totally free to ask.
+
Despite initial success, subsequent efforts to posture the exact same concern to Qwen2.5 resulted in the censors back at work with the reply "I do not have particular details on events that took place in Zhuhai on November 11, 2024".
+
The transformed action likewise raised concerns about its consistency and dependability.
+
Predictably, ChatGPT mentioned public details that had actually been extensively released in international news reports at the time of the accident - so not a surprises there.

WHICH IS MORE CREATIVE?
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Users have praised the ability of Chinese [AI](https://topbazz.com) apps to deliver structured and even "emotionally abundant" writing.
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"DeepSeek-R1 offered a story with a more reflective tone and smoother psychological shifts for a well-paced story," wrote tech writer Amanda Caswell, who specialises in [AI](http://47.100.72.85:3000).
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"Qwen2.5 delivered a story that develops slowly from curiosity to urgency, keeping the reader engaged. It offers an unanticipated and impactful twist at the end and immersive descriptions and brilliant images for the setting," she said, adding that Qwen2.5 ultimately "crafted a more cinematic, mentally abundant story with a more substantial twist".
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"DeepSeek wrote a good story however did not have tension and an impactful climax, making Qwen2.5 the evident option."
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Opinions, though, vary.
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Chen thinks that Qwen2.5 does not perform as strongly as DeepSeek and ChatGPT when it pertains to imaginative writing.
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"(Qwen2.5) is on par with DeepSeek V3 on certain jobs, however we can likewise see that it is refraining from doing as highly as others in imaginative writing," he told CNA.
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Users have praised the ability of Chinese [AI](http://www.origtek.com:2999) apps to deliver structured and even "emotionally abundant" writing.
+
"DeepSeek-R1 used a story with a more introspective tone and smoother emotional transitions for a well-paced story," wrote tech writer Amanda Caswell, who specialises in [AI](https://gitea.cronin.one).
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"Qwen2.5 delivered a story that builds gradually from curiosity to seriousness, keeping the reader engaged. It provides an unexpected and impactful twist at the end and immersive descriptions and vivid images for the setting," she said, including that Qwen2.5 eventually "crafted a more cinematic, emotionally rich story with a more considerable twist".
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"DeepSeek wrote a great story however lacked tension and an impactful climax, making Qwen2.5 the obvious option."
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Opinions, however, vary.
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Chen thinks that Qwen2.5 does not perform as strongly as DeepSeek and ChatGPT when it pertains to innovative writing.
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"(Qwen2.5) is on par with DeepSeek V3 on certain jobs, however we can likewise see that it is refraining from doing as highly as others in innovative writing," he informed CNA.

Related:
-
China's new face of [AI](https://champ217.flixsterz.com): Who is DeepSeek creator Liang Wenfeng?
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'Made in China': Pride, enjoyable surprise from Chinese netizens as DeepSeek jolts global [AI](http://recruitmentfromnepal.com) scene
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As journalists and writers, we needed to see this for ourselves so we put each bot to the test - to come up with a basic sci-fi motion picture plot set in the futuristic megacity of Chongqing, featuring main characters from the timeless Chinese folklore legendary, Journey to the West.
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True to form, DeepSeek came up with an engaging storyline embeded in the year 2145 titled, "Neon Pilgrimage: The Silicon Sutra" - which sees "a future where Buddhism merges with quantum computing".
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It included fancy settings - smoggy skies "pierced by skyscrapers", "holographic lanterns that float above neon-lit streets" and "ancient temples nestled in between quantum server farms".
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It likewise remarkably reimagined conventional heroes Sun Wukong as "a sarcastic, self-aware [AI](http://omkie.com:3000) housed in a taken battle body", Zhu Bajie as a cyborg club owner "drowning in financial obligation and vices" and Sha Wujing as a "quiet hulking android" from the Yangtze River, whose "memory cores end up being waterlogged and fragmented".
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ChatGPT set up a great battle, coming up with a similarly dramatic cyberpunk storyline which likewise reimagined "a ragteam of cyber-enhanced misfits, each matching the famous figures of Journey to the West".
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"This is a world where [AI](http://8.139.7.166:10880) deities guideline, corporations change emperors and cybernetic implants are as common as ancient myths."
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Disappointingly, Qwen2.5 fell short in this difficulty - providing a storyline that seemed more matched for an animation film.
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"The motion picture begins with the awakening of Sun Wukong within a modern research center located in the heart of Chongqing," it said, then going on to explain the following:
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Realising his brand-new reality and "seeking to comprehend his function in this odd brand-new world", he then gets away and fulfills Zhu Bajie and Sha Wujing - "each struggling with their own existential crises".
-
The trio then starts a mission, browsing the streets of Chongqing to secure the sacred "Eternal Scroll" from falling under the incorrect hands.
+
China's new face of [AI](https://internship.af): Who is DeepSeek founder Liang Wenfeng?
+
'Made in China': Pride, pleasant surprise from Chinese netizens as DeepSeek jolts international [AI](https://git.sofit-technologies.com) scene
+
As journalists and authors, we had to see this for ourselves so we put each bot to the test - to come up with a basic sci-fi movie plot embeded in the futuristic megacity of Chongqing, featuring main characters from the timeless Chinese folklore epic, Journey to the West.
+
True to form, DeepSeek developed an appealing storyline embeded in the year 2145 entitled, "Neon Pilgrimage: The Silicon Sutra" - which sees "a future where Buddhism combines with quantum computing".
+
It consisted of elaborate settings - smoggy skies "pierced by high-rise buildings", "holographic lanterns that float above neon-lit streets" and "ancient temples nestled between quantum server farms".
+
It also brilliantly reimagined traditional heroes Sun Wukong as "a sarcastic, self-aware [AI](http://sintec-rs.com.br) housed in a stolen fight body", Zhu Bajie as a cyborg bar owner "drowning in debt and vices" and Sha Wujing as a "quiet hulking android" from the Yangtze River, whose "memory cores become waterlogged and fragmented".
+
ChatGPT put up a good fight, developing a similarly significant cyberpunk storyline which likewise [reimagined](http://107.172.157.443000) "a ragteam of cyber-enhanced misfits, each mirroring the legendary figures of Journey to the West".
+
"This is a world where [AI](https://humlog.social) deities guideline, corporations change emperors and cybernetic implants are as typical as ancient misconceptions."
+
Disappointingly, Qwen2.5 fell short in this challenge - providing a story that seemed more fit for an animation film.
+
"The motion picture starts with the awakening of Sun Wukong within a modern research center situated in the heart of Chongqing," it said, then going on to explain the following:
+
Realising his brand-new reality and "seeking to comprehend his purpose in this odd brand-new world", he then escapes and meets Zhu Bajie and Sha Wujing - "each having problem with their own existential crises".
+
The trio then starts a quest, navigating the streets of Chongqing to secure the spiritual "Eternal Scroll" from [falling](https://funnyutube.com) into the .

SO WHICH IS BETTER?
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Dr Zhang noted that it was "tough to make a conclusive statement" about which bot was best, including that each showed its own strengths in various locations, "such as language focus, training information and hardware optimization".
-
Her [insight underscores](https://firstcanadajobs.ca) how Chinese [AI](http://8.129.8.58) models are not merely replicating Western paradigms, however rather developing in cost-efficient development techniques - and [providing localised](https://chemitube.com) and enhanced outcomes.
-
In our tests, each bot showcased their own unique strengths, which certainly made direct comparisons challenging.
-
DeepSeek's sci-fi film plot demonstrated its innovative flair that produced a more interesting and imaginative narrative as compared to Qwen2.5 and ChatGPT's efforts.
-
Unsurprisingly, the more recognized ChatGPT, unburdened by Chinese censorship constraints, offers precise and factual responses to questions about Chinese present occasions, which gives it an added advantage.
-
Experts likewise weighed in on their ideas after utilizing DeepSeek and other Chinese [AI](https://tjoobloom.com) apps.
-
"DeepSeek is at a drawback when it pertains to censorship constraints," kept in mind Isaac Stone Fish, founder and CEO of the research study company Strategy Risks.
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"When offered an option, Chinese users want the non-censored variation - simply like anybody else, so I seem like that's a piece missing from it."
-
Independent Beijing-based expert Andy Chen Xinran said censorship would not be a dealbreaker when it pertains to [AI](https://gitlab.kicon.fri.uniza.sk) bots, especially for Chinese users.
-
"Ninety percent of people using the tool are not attempting to get a much deeper understanding about Xi Jinping or politically sensitive topics. They're using it for other productive ways," Chen said.
\ No newline at end of file +
Dr Zhang noted that it was "tough to make a conclusive declaration" about which bot was best, adding that each showed its own strengths in various areas, "such as language focus, training information and hardware optimization".
+
Her insight highlights how Chinese [AI](https://africasfaces.com) models are not simply reproducing Western paradigms, however rather progressing in cost-effective innovation techniques - and providing localised and improved results.
+
In our tests, each bot showcased their own distinct strengths, which certainly made direct contrasts challenging.
+
DeepSeek's sci-fi film plot demonstrated its creative flair that made for a more interesting and creative story as [compared](https://www.pakalljobz.com) to Qwen2.5 and ChatGPT's efforts.
+
Unsurprisingly, the more established ChatGPT, unburdened by Chinese censorship constraints, supplies precise and accurate actions to questions about Chinese existing occasions, which provides it an added benefit.
+
Experts likewise weighed in on their thoughts after using DeepSeek and other Chinese [AI](http://8.130.72.63:18081) apps.
+
"DeepSeek is at a drawback when it pertains to censorship constraints," noted Isaac Stone Fish, founder and CEO of the research company Strategy Risks.
+
"When provided an option, Chinese users desire the non-censored variation - similar to anybody else, so I feel like that's a piece missing out on from it."
+
Independent Beijing-based specialist Andy Chen Xinran said censorship would not be a dealbreaker when it pertains to [AI](https://git.hmmr.ru) bots, especially for Chinese users.
+
"Ninety percent of people utilizing the tool are not attempting to get a much deeper understanding about Xi Jinping or politically sensitive topics. They're using it for other efficient methods," Chen said.
\ No newline at end of file