China and the Open-Weight AI:

CWA # 2268

Global Politics Explainer

China and the Open-Weight AI:

Why are Chinese companies betting on it? What does it mean for the global AI race?

Aparna A Nair
30 September 2026

Photo Source:

Open-weight AI models are machine learning systems available for download and allow users to run them on their own infrastructure. They come with trained parameters - numerical ‘weights’ that encode what the model has learned. These weights determine how the model processes a prompt and generates answers.

Closed models are models available to companies via a controlled application programming interface. In such a system, users send prompts to the provider's service and cannot inspect or modify the underlying system. They withhold training code, datasets, and full replication instructions. Unlike them, open-weight models offer lower operating costs, better privacy, and modification scope. Users are expected to comply with licensing restrictions and provide computing infrastructure, as it is easier to generate malicious code and harmful content if the safeguards are removed.

What are the major Chinese companies working on AI?
First, Alibaba’s Qwen series. Qwen 3.8 and related variants are among the most optimised open-weight models. They develop multilingual and multimodal models for text, coding, reasoning, images, and enterprise applications. The platform Hugging Face notes that Qwen recorded 2 billion downloads in 2026 so far, with over 150,000 derivative models crossing US milestones.

Second, DeepSeek’s V4 Flash. It is known for low-cost, high-performance inference in coding and agentic tasks. It is a benchmark setter for what open models can achieve on limited budgets.

Third, Z.ai’s GLM models. The company is viewed as the most capable model for agentic coding and cyber defence.

Fourth, Moonshot AI’s Kimi K3. It quickly rose to frontier status and is most capable for coding, reasoning, and agentic tasks. It rivals top U.S. closed systems on key tasks.

Why are Chinese companies betting on it?
With open-weight AI models, Chinese labs reduce training and inference costs with architectural efficiencies, distillation and large-scale engineering. Open models function as an entry point to Chinese infrastructure. Once users build applications around Qwen or DeepSeek, they become part of a larger ecosystem including software libraries, cloud services, technical standards, and hardware. Developers create derivatives, extensions, and specialised versions and upload them to platforms like Hugging Face, further improving the ecosystem and attracting more users. Companies benefit by monetising APIs, enterprise services, and cloud. They focus on high performance at low cost.

AI is considered a strategic priority by the Chinese government. State support and financial repression allow Chinese labs to absorb the research and development costs. It also allows them to treat open releases as strategic investments rather than pure profit centres. Chinese companies face restrictions and political suspicion in Western markets. Open-weight distribution helps reach developers through global repositories and third-party cloud providers. This makes Chinese AI harder to exclude from international experimentation. This also helps them circumvent market sanctions. China also seeks a prominent role in AI governance. By reaching developers from East Asia to the US, Beijing may influence the language infrastructure and norms of AI systems.

What does it mean for the global AI race?
Firstly, a change in the meaning of competition. It is no longer only about producing the most capable closed model. It is about models that are affordable, customisable and easy to deploy. The market now prefers high-performance, low-cost models. It also changed market expectations. It has pressured competitors to either lower the price and open up more or risk losing volume in the market.

Secondly, open weights increase diffusion. Earlier, advanced models were available only through expensive contracts or depended entirely on US-based providers. Now, with more models or different uses available in the market, even countries seeking technological sovereignty or localised systems in their own language can achieve this more easily. As the refined or modified versions are uploaded back, it creates a diffusion-innovation loop which, in turn, helps Chinese labs get close to frontier AI performance.

Thirdly, a possible divide in the AI ecosystem. With the current geopolitical tensions and market restrictions, the division will be between Western firms and Chinese firms. One sphere could revolve around American firms, Western cloud providers and controlled access to frontier models. The latter could centre on Chinese models, domestic chips, and alternative cloud infrastructure. A divide is evidently visible in how the government views AI. China promotes ‘open, inclusive AI ', while the US enforces an ‘AI Iron Curtain.’

Fourthly, constraints on China’s AI growth. Access to the most advanced semiconductors is behind market barriers. Open-weight models lack sufficient computing power, high-quality data, research talent, or global trust. Concerns exist around data security, censorship, intellectual property, etc.

References

“State of Open Models: Summer 2026 Observations,” Hugging Face, 14 August 2026

“Why Is China Giving Away Its AI Models? Five Possible Explanations for China’s Open-Weight Strategy,” Takshashila Institution, 07 August 2026

“Two Loops: How China’s Open AI Strategy Reinforces Its Industrial Dominance,” US-China Economic and Security Review Commission, 23 March 2026

“Beyond DeepSeek: China's Diverse Open-Weight AI Ecosystem and Its Policy Implications,” Stanford University, 16 December 2025

About the author

Aparna A Nair is a postgraduate student at the Department of Political Science, Madras Christian College, Chennai. She is currently a Research Assistant at NIAS.

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The Hormuz Strait and the Fertilizer Crisis in South Asia and Sub-Saharan Africa

The US-Iran War

May 2026 | CWA # 2099

Kirsten Wilfred Coelho

Why is the UK reluctant to engage?

Remembering Amb PS Raghavan and his legacy

May 2026 | CWA # 2098

Sreemaya Nair

India, Russia and the imperative to strengthen the traditional relationship

Remembering Amb PS Raghavan and his legacy

May 2026 | CWA # 2097

Kirsten Wilfred Coelho

President Trump and the US-China Trade Tensions

Remembering Amb PS Raghavan and his legacy

May 2026 | CWA # 2095

Santhosh Guru PR

The Eurasian-Indo Pacific Congruence and its Critique

Remembering Amb PS Raghavan and his legacy

May 2026 | CWA # 2094

Rakshitha B

Transactional US foreign policy and it implications for India's Strategic Autonomy

Remembering Amb PS Raghavan and his legacy

May 2026 | CWA # 2093

Glynnis Winona B

The Russia-Ukraine War and the Rise of Parallel Strategic Systems: A Critique of Raghavan's Strategic Framework

Conflict Weekly

May 2026 | CWA # 2092

NIAS Global Politics Team

The US-Iran War, Week Ten

CW Column on Middle East: Escalating Israeli Aggression in Lebanon I UAE's Covert Manoeuvres

CW Column

May 2026 | CWA # 2091

Brighty Ann Sarah

Conflicts in the Middle East:

Escalating Israeli Aggression in Lebanon I UAEs Covert Manoeuvres

CW Note

May 2026 | CWA # 2090

Brighty Ann Sarah

The US-Iran War, Week Ten:

Fraying Ceasefire, Renewed Negotiations and the Risk of a Stalemate

The World This Week

May 2026 | CWA # 2089

Global Politics Team

US troop withdrawal from Germany I UAEs Exit from OPEC I Japan, Vietnam and PM Takaichis Visit

King Charles's US Visit

TWTW Takeaways

May 2026 | CWA # 2088

Nithin V

King Charles's US Visit:

Emphasis on strong bilateral relations, democratic values and security cooperation

TWTW Note

May 2026 | CWA # 2087

Siddhi Halyur

Japan, Vietnam and PM Takaichis Visit

Exploring Strategic Sectors of Cooperation

TWTW Note

May 2026 | CWA # 2086

Aishal Hab Yousuf

UAE's Exit from OPEC:

Implications for the Middle East and the Energy Market

TWTW Note

May 2026 | CWA # 2085

Glynnis Winona B

US troop withdrawal from Germany:

Growing US-Europe differences and Challenges for Berlin

Conflict Weekly

May 2026 | CWA # 2084

NIAS IPRI

The US-Iran War, Week Nine I Escalating Violence in Mali

Review: Five Takeaways of RSF's 2026 Report on Media Freedom

CW Note

May 2026 | CWA # 2083

Brighty Ann Sarah

The US-Iran War, Week Nine:

Deadlocked Negotiations, Competing Agendas and Domestic Pressure

CW Note

May 2026 | CWA # 2082

Akshath Kaimal

Escalating Violence in Mali:

Between Ethnic Insurgencies, Jihadist Attacks, and Military Coups

CW Review

May 2026 | CWA # 2081

Jenin Raj S

Media freedom hits a 25-year low:

Five Takeaways from the RSF 2026 Index

The World This Week

April 2026 | CWA # 2080

Global Politics Team

Nepals New National Commitment I Japans New Defence Posture

Four Takeaways of the WFP's report on the fallouts of the Middle East crisis

TWTW Note

April 2026 | CWA # 2079

Aishal Hab Yousuf

Japans New Defence Posture:

From Post-War Pacifism to Strategic Recalibration and Autonomy

TWTW Note

April 2026 | CWA # 2078

Mahesh Bhatta

Nepal's New National Commitment

Managing Consensus and Moving ahead towards a New Nepal

TWTW Review

April 2026 | CWA # 2077

Nithin V

The Middle East Crisis and its Fallouts on Hunger and Global Food Supply Network

Four Takeaways of the WFP's report on the fallouts of the Middle East crisis, April 2026

CW Column: Africa This Week

April 2026 | CWA # 2076

Anu Maria Joseph

Three years of War in Sudan, DRC-M23 talks in Switzerland and the collapse of the peace agreement in Tigray

Report Review

April 2026 | CWA # 2075

Preetha Renganarayanan

The US-Iran War Fallouts on the Asia Pacific, Energy Security and Supply Chains

Five Takeaways of the UNDP Report, April 2026

CW Note

April 2026 | CWA # 2074

Brighty Ann Sarah

Israel-Lebanon Ceasefire:

Asymmetric Terms, Fragile Truce and Israeli Occupation

CW Note

April 2026 | CWA # 2073

Akshath Kaimal

The US-Iran War, Week Eight:

A Fragile Ceasefire, Attempts to Control Hormuz and the Stalled Talks in Islamabad

Special Commentary

April 2026 | CWA # 2072

Anu Maria Joseph

Three Years of War in Sudan

Prolonged Stalemate, Humanitarian Cost, External Interventions and Regional Fallouts

Conflict Weekly

April 2026 | CWA # 2071

NIAS Global Politics Team

Three Years of Civil War in Sudan I The US-Iran War, Week Eight I Israel-Lebanon Ceasefire

Review of the UNDP Report on Military Escalation in the Middle East I Conflict Weekly Column on Africa

Conflict Weekly Special Edition

April 2026 | CWA # 2070

NIAS Global Politics Team

Peace and Conflicts This Quarter (JanuaryMarch 2026)

The US-Iran War I Conflicts in Africa I The War in Ukraine I China-Japan Tensions I Pakistan-Afghanistan Clashes

Peace and Conflicts This Quarter (JanuaryMarch 2026)

April 2026 | CWA # 2069

Padmashree Anandhan

The War in Ukraine

Expanding Drone Warfare, Russia's Strategic Patience and Ukraine's Diplomatic Outreach

Peace and Conflicts This Quarter (JanuaryMarch 2026)

April 2026 | CWA # 2068

Femy Francis�

China-Japan Tensions

Escalating Defence Posturing and Economic Decoupling

Peace and Conflicts This Quarter (JanuaryMarch 2026)

April 2026 | CWA # 2067

Anu Maria Joseph

Conflicts in Africa

Continuing Conflicts in Sudan, South Sudan and DR Congo, Security issues in Nigeria, and Political Instability in Madagascar

Peace and Conflicts This Quarter (JanuaryMarch 2026)

April 2026 | CWA # 2066

Akshath Kaimal

The Pakistan-Afghanistan Conflict

Recurrent Clashes, Defiant Taliban, Contesting Narratives and Emerging Chinas Role

The World This Quarter

April 2026 | CWA # 2065

Lakshmi Venugopal Menon

The Middle East (JanMar 2026):

The US-Iran War, Israel-Hamas Conflict and their interconnected fallouts

The World This Quarter

April 2026 | CWA # 2064

Anwesha Ghosh

Afghanistan (JanMar 2026):

Gender Repression, Leadership Rifts, Regional Realignments and Clashes with Pakistan

The World This Quarter

April 2026 | CWA # 2063

Ramya B

Russia (Jan-Mar 2026)

Assertive Military Posture, Attempts for an Economic Turnaround and Search for Partners

The World This Quarter

April 2026 | CWA # 2062

Himani Pant

Europe (Jan-Mar 2026)

Trade diversification & FTAs, Increased defence spending, Tightening irregular migration and Economic slowdown

The World This Quarter

April 2026 | CWA # 2061

S Shaji

Africa (Jan-Mar 2026)

Elections, Civil Wars, Militancy and Peace Initiatives

The World This Quarter

April 2026 | CWA # 2060

Nanda Kishor M S

India and the Neighbourhood (Jan-Mar 2026)

Continuity, Caution and Calculated assertiveness

April 2026 | CWA # 2051

TWTW Special Edition

TWTW Special Edition, 350th Issue

THE WORLD THIS QUARTER (Jan-Mar 2026)

Conflict Weekly

April 2026 | CWA # 2050

IPRI Team

The US-Iran War, Week Five: Widening Conflict, Houthi Involvement, and Trumps Renewed Threats

PR Commentary

March 2026 | CWA # 2043

Abhimanyu Solanki

Escalatory Airpower, Hybrid Retaliation, and Regional Security

Reassessing the PakistanAfghanistan Confrontation and Its Implications for India

March 2026 | CWA # 2042

Preetha Renganarayanan

Five Takeaways of the US Annual Threat Assessment (ATA) Report for 2026

March 2026 | CWA # 2041

Aparna A Nair

China-Vietnam 3+3 Strategic Dialogue

Defence, Diplomacy and Public Security

March 2026 | CWA # 2040

Femy Francis

China's Interests and Strategies in the US-Iran War

Why Beijings support for Iran is rhetoric and muted

March 2026 | CWA # 2039

Femy Francis

Trump-Xi Meeting

Why did Trump reschedule it? What does that mean?

March 2026 | CWA # 2038

Anu Maria Joseph

Sudan-Chad tensions and the Boko Haram attack in Nigeria's Maiduguri

March 2026 | CWA # 2037

Padmashree Anandhan

Massive drone attacks, Growing energy leverage and Drifting peace efforts

March 2026 | CWA # 2036

Brighty Ann Sarah

Continuing Israel-Hezbollah Confrontation

Expanding Israeli Military Operations and the Reshaping of Southern Lebanon

March 2026 | CWA # 2035

Akshath Kaimal

Five Takeaways of Human Rights Watch Report 2026

March 2026 | CWA # 2024

Lekshmi MK

The UN and the Iran-US War

UNSC Resolution 2817 between Clear and Unified Message and Manifest Injustice

March 2026 | CWA # 2023

Femy Francis

Chinas Two Sessions 2026

New Five-Year Plan, Ethnic Unity Law, and an Enhanced Defence Budget

March 2026 | CWA # 2022

Padmashree Anandhan

Continuing Strikes and Inconsistent Diplomatic Efforts

March 2026 | CWA # 2021

Anu Maria Joseph

Political instability in Madagascar and spreading violence in South Sudan

March 2026 | CWA # 2020

Brighty Ann Sarah

Continuing Israel-Hezbollah Confrontation

Attacks in South Lebanon, Beiruts Conundrum, and Tel Avivs Greater Goals

March 2026 | CWA # 2019

Akshath Kaimal

Rising Violence in Nigeria

Limited State Capacity, Multiple Actors, and a Complex Security Environment

March 2026 | CWA # 2018

Rohini Reenum

The US-Iran War, Week Two

Expanding Fronts, Shifting Goalposts, and Global Fallout

The World This Week

March 2026 | CWA # 2011

Tanvi Thara Harendra Jha

Canadas PM Mark Carneys India Visit

Resetting Economic, Strategic and Cultural Ties

Global Politics Early Bird

March 2026 | CWA # 2010

Mahesh Bhatta

Nepal Elections 2026

The Rise of the New and the Fall of the Old

March 2026 | CWA # 2009

Sreemaya Nair

Nepal Elections 2026

Rise of a new leadership and Reset in political landscape

The World This Week

March 2026 | CWA # 2008

Global Politics Team

Canadian PM's India Visit I Nepal Elections and its Political Reset

March 2026 | CWA # 2007

Global Politics Team

The World Today #272, 06 March 2026

The World Today

Early Bird

March 2026 | CWA # 2006

Mahesh Bhatta

Nepal Election 2026, Day One

Peaceful polling, with over 60 per cent turnout

March 2026 | CWA # 2005

Global Politics Team

The World Today #271, 05 March 2026

The World Today

March 2026 | CWA # 2004

Akshath Kaimal

The Forgotten South Sudan Conflict

Instability returns, with a fragile peace agreement, uptick in violence and limited international engagement

March 2026 | CWA # 2003

Yesasvi Koganti

PM Modis Visit to Israel

From bilateral ties to a special strategic partnership

March 2026 | CWA # 2002

Femy Francis

German Chancellors China Visit

Reducing trade deficit and recalibrating economic cooperation with Beijing

March 2026 | CWA # 2001

Preetha Renganarayanan

Six major takeaways on the economy, border and internal security and Iran

March 2026 | CWA # 2000

Rohini Reenum

The US-Iran War, Week One

Rapid Escalation, Regional Spillover, Global Uncertainty

Conflict Weekly

March 2026 | CWA # 1999

IPRI Team

The US-Iran War, Week One | The Return of Violence to South Sudan

Weekly Column on Ukraine & Africa

February 2026 | CWA # 1998

Anu Maria Joseph

Instability in Sudan

Response to the genocide call and the threats of a regional spillover

February 2026 | CWA # 1997

Padmashree Anandhan

Four Years of War in Ukraine

Continuing Uncertainty

February 2026 | CWA # 1996

Akshath Kaimal

Pakistan-Afghanistan Clashes

Another round of cross-border attacks

March 2026 | CWA # 1995

Global Politics Team

The World Today #269, 03 March 2026

The World Today

March 2026 | CWA # 1994

Global Politics Team

The World Today #268, 02 March 2026

The World Today

PR Commentary

March 2026 | CWA # 1993

D Suba Chandran

The US-Iran Conflict and Pakistan

Balancing Rhetoric, Regional Interests and Global Alignments

Conflict Weekly

February 2026 | CWA # 1992

IPRI Team

Pakistan-Afghanistan Clashes I Fours Years of Ukraine War

Weekly Column on Africa

March 2026 | CWA # 1991

Global Politics Team

Trumps State of the Union Address | German Chancellors China Visit | Indias PMs Israel Visit

February 2026 | CWA # 1990

Global Politics Team

The World Today #266, 27 February 2026

The World Today

Conflict Weekly

February 2026 | CWA # 1989

IPRI Team

Abu Dhabi Talks on Ukraine I Militant Attacks in Balochistan

CW Columns on Middle East and Africa

February 2026 | CWA # 1988

Padmashree Anandhan

Ukraine Peace talks in Abu Dhabi

Negotiations without a ceasefire or resolution

February 2026 | CWA # 1987

Akshath Kaimal

Continuing militant attacks in Balochistan

Expanding violence, Security-first response and Missing political dialogue in Pakistan

PR Commentary

November 2025 | CWA # 1966

Lekshmi MK

Pakistans Climate and Water Crisis

Five Questions on Challenges, Capacity and Policies

The World This Week

February 2026 | CWA # 1965

Global Politics Team

AI Impact Summit in New Delhi I Munich Security Conference 2026

Conflict Weekly

February 2026 | CWA # 1964

IPRI Team

US-Iran & Ukraine Negotiations in Geneva I US Military Deployment in Nigeria

CW Columns on Middle East and Africa

February 2026 | CWA # 1963

Global Politics Team

The World Today #255, 16 February 2026

Today in History

The World This Week

February 2026 | CWA # 1962

Global Politics Team

Japan: Sanae Takaichis historic win | Honk Kong: Jimmy Lai Sentenced

Regional Roundups: From East Asia to the Americas

Early Bird

February 2026 | CWA # 1961

Lekshmi MK

Sanae Takaichis historic win in Japan

What does it mean for domestic politics and regional stability?

Early Bird

February 2026 | CWA # 1960

Femy Francis

Jimmy Lai sentenced for 20 years in Hong Kong: Who, What, and Why

CEAP

February 2026 | CWA # 1959

Yesasvi Koganti

UK and China

PM Keir Starmers visit and the Recalibration of Economic, Strategic, and Domestic ties

February 2026 | CWA # 1958

Akshath Kaimal

India-EU Free Trade Agreement: Five Major Takeaways

The focus on expanded cooperation in defence, technology and critical minerals

February 2026 | CWA # 1957

Preetha Renganarayanan

The India-US interim trade framework

Tariff recalibration and Energy and Supply Chain realignment

February 2026 | CWA # 1956

Lekshmi MK

End of the New Strategic Arms Reduction Treaty (START)

Erosion of arms control, Return of nuclear anxieties, and the New focus on China

The World This Week

February 2026 | CWA # 1955

Global Politics Team

End of the New START I IndiaUS interim Trade Framework I India-EU Free Trade Agreement I UK PM Keir Starmers China visit

Regional Roundups: From East Asia to the Americas

February 2026 | CWA # 1954

Nishchal Nath Pandey

Nepal Elections 2026: Political Parties, Gen Z Protests and Hope for a New Beginning

Conflict Weekly

February 2026 | CWA # 1953

IPRI Team

Abu Dhabi Talks on Ukraine I Militant Attacks in Balochistan

Weekly Columns: Conflicts in Africa and the Middle East

CW Column: Conflicts in the Middle East

January 2026 | CWA # 1952

Brighty Ann Sarah

US threats against Iran, and Phase Two operations in Gaza

CW Column: Conflicts in Africa

January 2026 | CWA # 1951

Anu Maria Joseph

Africa: Renewed violence in Ethiopia and a Jihadist attack in Niger

CW Note

January 2026 | CWA # 1950

Lekshmi MK

The War in Ukraine: The Trilateral Talks, and the Deadlock over Donetsk & Security Guarantees for Kyiv

CW Note

January 2026 | CWA # 1949

Preetha Renganarayanan

The United States: ICE Crackdowns, Rising Resistance and the Political/Legal pushback

Conflict Weekly

January 2026 | CWA # 1948

ICE Crackdowns and Resistance in the US I Trilateral Talks on Ukraine

TWTW Note

January 2026 | CWA # 1947

Brighty Ann Sarah

The Pentagons National Defence Strategy: Four major takeaways

TWTW Note

January 2026 | CWA # 1946

Preetha Renganarayanan

The Davos Summit 2026

Five Major Takeaways from The World Economic Forum

The World This Week

January 2026 | CWA # 1945

Global Politics Team

The Davos Forum 2026 Takeaways I The US Pentagons National Defence Strategy

CW Note

January 2026 | CWA # 1944

Brighty Ann Sarah

Syria: The State victory over the Syrian Democratic Forces

Conflict Weekly Note

January 2026 | CWA # 1943

Anu Maria Joseph

Another major kidnapping in Nigeria and Election announcement in Guinea-Bissau

CW Note

January 2026 | CWA # 1942

Lekshmi MK

Greenland: Trumps escalation-deescalation approach and Europes defence

CW Note

January 2026 | CWA # 1941

Brighty Ann Sarah

The War in Gaza: Trumps Board of Peace and the Challenges to Phase Two

Conflict Weekly

January 2026 | CWA # 1940

IPRI Team

Trumps Board of Peace in Gaza I Escalation/De-escalation in Greenland

TWTW Note

January 2026 | CWA # 1939

Lekshmi MK

Greenland: Trumps escalation-deescalation strategy and Europes defence

The World This Week

January 2026 | CWA # 1938

Continuing Tensions over Greenland

CW Note

January 2026 | CWA # 1937

Anu Maria Joseph

Instability in Nigeria: Intensifying domestic responses, and questions over Trumps intervention

CW Note

January 2026 | CWA # 1936

Brighty Ann Sarah

Protests in Iran: Continuing Stalemate and Shifting US Position

Conflict Weekly

January 2026 | CWA # 1935

IPRI Team

Protests in Iran | Instability in Nigeria

The World This Week

January 2026 | CWA # 1934

Global Politics Team

The US, Greenland and Trump's Claims

Conflict Weekly

January 2026 | CWA # 1933

IPRI Team

Protests in Iran, the US Military Intervention in Venezuela and Conflicts in Africa

NIAS Conflict Weekly | The World This Week

January 2026 | CWA # 1932

Global Politics Team