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AI in Drug Discovery Market to Witness Explosive Growth with a CAGR of 29.6% by 2030

AI in Drug Discovery Market

AI in Drug Discovery Market

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ: ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ฆ๐ž๐ง๐ญ๐ฌ ๐’๐ก๐š๐ฉ๐ข๐ง๐  ๐ญ๐ก๐ž ๐…๐ฎ๐ญ๐ฎ๐ซ๐ž ๐จ๐Ÿ ๐‡๐ž๐š๐ฅ๐ญ๐ก๐œ๐š๐ซ๐ž

The integration of Artificial Intelligence (AI) into drug discovery has revolutionized the pharmaceutical industry, accelerating the process of identifying new drug candidates, optimizing clinical trials, and reducing costs. As the global market for AI in drug discovery continues to expand, advancements in machine learning, deep learning, and big data analytics are paving the way for more efficient drug development. According to a recent report by Maximize Market Research, the AI in drug discovery market is projected to witness significant growth, with a Compound Annual Growth Rate (CAGR) of 29.6% from 2023 to 2030, driven by the growing demand for faster drug development processes, personalized medicine, and technological advancements in healthcare.

๐†๐ซ๐š๐› ๐ฒ๐จ๐ฎ๐ซ ๐ฌ๐š๐ฆ๐ฉ๐ฅ๐ž ๐œ๐จ๐ฉ๐ฒ ๐จ๐Ÿ ๐ญ๐ก๐ข๐ฌ ๐ซ๐ž๐ฉ๐จ๐ซ๐ญ ๐ง๐จ๐ฐ: https://www.maximizemarketresearch.com/request-sample/161733/

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐Ž๐ฏ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ

The AI in drug discovery market is expected to reach a value of USD 1.95 Mn billion by 2030, up from USD 0.15 Bn billion in 2023. The market is primarily driven by factors such as the increasing need for efficient drug discovery processes, the rise of chronic diseases, the growing adoption of AI in healthcare, and the collaboration between AI technology companies and pharmaceutical firms. AI technologies are particularly effective in drug repurposing, predictive modeling, and molecular research, leading to breakthroughs in precision medicine and better outcomes for patients.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ: ๐€ ๐“๐ซ๐š๐ง๐ฌ๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐ฏ๐ž ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒ

AI-powered solutions are transforming the landscape of drug discovery by providing quicker, more accurate, and cost-effective ways to identify potential drug candidates. AI technologies like machine learning and neural networks analyze vast amounts of data, identifying patterns that would be impossible for humans to discern. As a result, pharmaceutical companies can streamline the discovery process and bring new drugs to market faster, a critical advantage in today's competitive healthcare environment.

๐„๐ฑ๐œ๐ข๐ญ๐ž๐ ๐ญ๐จ ๐๐ข๐ฏ๐ž ๐ข๐ง? ๐‘๐ž๐ช๐ฎ๐ž๐ฌ๐ญ ๐ฒ๐จ๐ฎ๐ซ ๐ฌ๐š๐ฆ๐ฉ๐ฅ๐ž ๐œ๐จ๐ฉ๐ฒ ๐จ๐Ÿ ๐ญ๐ก๐ž ๐ซ๐ž๐ฉ๐จ๐ซ๐ญ ๐ญ๐จ ๐ฎ๐ง๐œ๐จ๐ฏ๐ž๐ซ ๐ข๐ญ๐ฌ ๐œ๐จ๐ง๐ญ๐ž๐ง๐ญ๐ฌ: https://www.maximizemarketresearch.com/request-sample/161733/ ๏ปฟ

๐†๐ซ๐จ๐ฐ๐ญ๐ก ๐Ž๐ฉ๐ฉ๐จ๐ซ๐ญ๐ฎ๐ง๐ข๐ญ๐ข๐ž๐ฌ ๐Ÿ๐จ๐ซ ๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐ข๐ง ๐Š๐ž๐ฒ ๐‚๐จ๐ฎ๐ง๐ญ๐ซ๐ข๐ž๐ฌ

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐†๐ซ๐จ๐ฐ๐ญ๐ก ๐Ž๐ฉ๐ฉ๐จ๐ซ๐ญ๐ฎ๐ง๐ข๐ญ๐ข๐ž๐ฌ ๐ข๐ง ๐ญ๐ก๐ž ๐”๐ง๐ข๐ญ๐ž๐ ๐’๐ญ๐š๐ญ๐ž๐ฌ

The United States remains a global leader in AI innovation, with numerous pharmaceutical giants and tech companies investing heavily in AI for drug discovery. In particular, companies like IBM, Google DeepMind, and Bristol-Myers Squibb are leading the charge. The U.S. is experiencing rapid growth in AI-driven clinical trials, personalized medicine, and drug development platforms. The federal government's support for AI research and development further strengthens the growth trajectory of this sector.

๐‘ฒ๐’†๐’š ๐‘ป๐’“๐’†๐’๐’…๐’” ๐’Š๐’ ๐’•๐’‰๐’† ๐‘ผ.๐‘บ.

The rise of AI platforms like Insilico Medicine and BenevolentAI, which utilize deep learning to predict molecular activity, is accelerating the speed of drug discovery.
Increasing partnerships between biotech firms and AI companies are driving innovation.
The regulatory environment in the U.S., particularly from the FDA, is becoming more favorable to AI solutions in drug discovery, providing a boost to market growth.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐†๐ซ๐จ๐ฐ๐ญ๐ก ๐ข๐ง ๐•๐ข๐ž๐ญ๐ง๐š๐ฆ

Vietnam, an emerging market in Southeast Asia, is showing substantial interest in AI technologies for drug discovery. Vietnamese pharmaceutical companies are leveraging AI to enhance research capabilities and shorten drug development cycles. Growing investments in AI and healthcare infrastructure, supported by the Vietnamese government, are further propelling this market.

๐‘ฒ๐’†๐’š ๐‘ถ๐’‘๐’‘๐’๐’“๐’•๐’–๐’๐’Š๐’•๐’Š๐’†๐’” ๐’Š๐’ ๐‘ฝ๐’Š๐’†๐’•๐’๐’‚๐’Ž

AI integration into drug screening, disease diagnostics, and clinical trials are major focus areas.
Collaboration between local universities and tech companies is expected to result in more homegrown AI solutions for drug discovery.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐†๐ซ๐จ๐ฐ๐ญ๐ก ๐Ž๐ฉ๐ฉ๐จ๐ซ๐ญ๐ฎ๐ง๐ข๐ญ๐ข๐ž๐ฌ ๐ข๐ง ๐“๐ก๐š๐ข๐ฅ๐š๐ง๐

In Thailand, the AI in drug discovery market is growing as AI technologies are applied to both local drug development processes and global partnerships. ๐“๐ก๐š๐ข ๐๐ก๐š๐ซ๐ฆ๐š๐œ๐ž๐ฎ๐ญ๐ข๐œ๐š๐ฅ๐ฌ and academic institutions are beginning to collaborate with international tech companies to develop AI-powered solutions aimed at optimizing drug research and development.

๐‘ถ๐’‘๐’‘๐’๐’“๐’•๐’–๐’๐’Š๐’•๐’Š๐’†๐’” ๐’Š๐’ ๐‘ป๐’‰๐’‚๐’Š๐’๐’‚๐’๐’…

Significant potential for AI-driven drug discovery in tropical diseases and emerging markets.
Government initiatives to support AI innovation in healthcare offer a robust foundation for future growth.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐Ž๐ฉ๐ฉ๐จ๐ซ๐ญ๐ฎ๐ง๐ข๐ญ๐ข๐ž๐ฌ ๐ข๐ง ๐‰๐š๐ฉ๐š๐ง

Japan, known for its advanced technological infrastructure, is quickly adopting AI technologies in drug discovery. The Japanese government has heavily invested in AI research, especially in the pharmaceutical and healthcare sectors, to combat aging populations and chronic disease prevalence.

๐‘ฒ๐’†๐’š ๐‘ป๐’“๐’†๐’๐’…๐’” ๐’Š๐’ ๐‘ฑ๐’‚๐’‘๐’‚๐’

Partnerships between ๐…๐ฎ๐ฃ๐ข๐ญ๐ฌ๐ฎ, ๐‡๐ข๐ญ๐š๐œ๐ก๐ข, and leading pharmaceutical companies like ๐“๐š๐ค๐ž๐๐š are fostering AI-driven drug discovery initiatives.
AI-driven drug repurposing and synthetic biology are gaining popularity in Japan, especially for diseases such as cancer and neurodegenerative disorders.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐†๐ซ๐จ๐ฐ๐ญ๐ก ๐ข๐ง ๐’๐จ๐ฎ๐ญ๐ก ๐Š๐จ๐ซ๐ž๐š

South Korea is seeing rapid growth in AI-driven drug discovery due to its strong presence in both the tech and pharmaceutical sectors. Companies like ๐’๐š๐ฆ๐ฌ๐ฎ๐ง๐  ๐๐ข๐จ๐ฅ๐จ๐ ๐ข๐œ and ๐‚๐ž๐ฅ๐ฅ๐ญ๐ซ๐ข๐จ๐ง are investing in AI technologies to streamline drug development processes.

๐‘ฒ๐’†๐’š ๐‘ฎ๐’“๐’๐’˜๐’•๐’‰ ๐‘ซ๐’“๐’Š๐’—๐’†๐’“๐’” ๐’Š๐’ ๐‘บ๐’๐’–๐’•๐’‰ ๐‘ฒ๐’๐’“๐’†๐’‚

The government's support for AI research and technological advancement in healthcare is contributing to the market's expansion.
Increased adoption of AI for precision medicine, particularly in the treatment of cancer and metabolic diseases, is boosting market growth.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐“๐ซ๐ž๐ง๐๐ฌ ๐ข๐ง ๐’๐ข๐ง๐ ๐š๐ฉ๐จ๐ซ๐ž

Singapore has become a global hub for AI research in healthcare, with many startups and established pharmaceutical companies focusing on AI for drug discovery. The country's favorable regulatory environment, combined with advanced data analytics capabilities, makes it an attractive destination for AI-powered drug discovery solutions.

๐‘ป๐’“๐’†๐’๐’…๐’” ๐’Š๐’ ๐‘บ๐’Š๐’๐’ˆ๐’‚๐’‘๐’๐’“๐’†

The development of AI platforms focused on oncology, genomics, and personalized medicine.
Collaboration between public and private sectors, particularly in AI, is driving innovation.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐‚๐จ๐ง๐ฌ๐จ๐ฅ๐ข๐๐š๐ญ๐ข๐จ๐ง ๐ข๐ง ๐„๐ฎ๐ซ๐จ๐ฉ๐ž

Europe is witnessing significant consolidation in the AI in drug discovery sector, as tech firms and pharmaceutical companies merge to pool resources and expertise. The European Union's investment in AI technology, combined with a favorable regulatory framework, is driving the growth of AI-based drug discovery solutions.

๐‘ฒ๐’†๐’š ๐‘ซ๐’†๐’—๐’†๐’๐’๐’‘๐’Ž๐’†๐’๐’•๐’” ๐’Š๐’ ๐‘ฌ๐’–๐’“๐’๐’‘๐’†

Major pharmaceutical companies like ๐๐จ๐ฏ๐š๐ซ๐ญ๐ข๐ฌ and ๐’๐š๐ง๐จ๐Ÿ๐ข are collaborating with AI startups to advance drug discovery efforts.
AI applications in rare diseases and precision medicine are gaining traction, with a particular focus on genetic therapies.

๐“๐จ ๐๐ž๐ฅ๐ฏ๐ž ๐๐ž๐ž๐ฉ๐ž๐ซ ๐ข๐ง๐ญ๐จ ๐ญ๐ก๐ข๐ฌ ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก, ๐ค๐ข๐ง๐๐ฅ๐ฒ ๐ž๐ฑ๐ฉ๐ฅ๐จ๐ซ๐ž ๐ญ๐ก๐ž ๐Ÿ๐จ๐ฅ๐ฅ๐จ๐ฐ๐ข๐ง๐  ๐ฅ๐ข๐ง๐ค: https://www.maximizemarketresearch.com/request-sample/161733/

๐Š๐ž๐ฒ ๐‘๐ž๐œ๐ž๐ง๐ญ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญ๐ฌ ๐ข๐ง ๐ญ๐ก๐ž ๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ

๐Œ๐ž๐ซ๐ ๐ž๐ซ ๐จ๐Ÿ ๐“๐ž๐œ๐ก ๐†๐ข๐š๐ง๐ญ๐ฌ ๐š๐ง๐ ๐๐ข๐จ๐ฉ๐ก๐š๐ซ๐ฆ๐š ๐‚๐จ๐ฆ๐ฉ๐š๐ง๐ข๐ž๐ฌ

In 2023, ๐๐ž๐ง๐ž๐ฏ๐จ๐ฅ๐ž๐ง๐ญ๐€๐ˆ merged with ๐„๐ฑ๐ฌ๐œ๐ข๐ž๐ง๐ญ๐ข๐š, creating one of the world's largest AI-driven drug discovery platforms. This merger aims to optimize the drug discovery pipeline and speed up the delivery of new drugs to the market. The deal reflects growing consolidation within the AI and pharmaceutical sectors.

๐€๐ˆ-๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐ƒ๐ซ๐ฎ๐  ๐‘๐ž๐ฉ๐ฎ๐ซ๐ฉ๐จ๐ฌ๐ข๐ง๐  ๐’๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง๐ฌ

๐ˆ๐ง๐ฌ๐ข๐ฅ๐ข๐œ๐จ ๐Œ๐ž๐๐ข๐œ๐ข๐ง๐ž, a leader in AI-driven drug discovery, announced the successful AI-based identification of new indications for existing drugs. This breakthrough has the potential to significantly reduce the time and cost of bringing new therapies to market.

๐‚๐จ๐ฅ๐ฅ๐š๐›๐จ๐ซ๐š๐ญ๐ข๐จ๐ง๐ฌ ๐ฐ๐ข๐ญ๐ก ๐‘๐ž๐ ๐ฎ๐ฅ๐š๐ญ๐จ๐ซ๐ฒ ๐€๐ฎ๐ญ๐ก๐จ๐ซ๐ข๐ญ๐ข๐ž๐ฌ

AI firms are increasingly partnering with the ๐…๐ƒ๐€ and the ๐„๐ฎ๐ซ๐จ๐ฉ๐ž๐š๐ง ๐Œ๐ž๐๐ข๐œ๐ข๐ง๐ž๐ฌ ๐€๐ ๐ž๐ง๐œ๐ฒ (EMA) to ensure that AI technologies meet regulatory standards for drug discovery, ensuring both innovation and patient safety.

๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐’๐ž๐ ๐ฆ๐ž๐ง๐ญ ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ:

๐’ƒ๐’š ๐‘ถ๐’‡๐’‡๐’†๐’“๐’Š๐’๐’ˆ

Software
Services
Hardware

The market for AI in drug discovery is divided into two segments based on offerings: software and hardware services. Over the course of the projected period, software is anticipated to dominate the market. Pharmaceutical businesses may now more effectively analyze large datasets, model molecular interactions, and forecast therapeutic efficacy thanks to AI software platforms. For tasks like virtual screening, biomarker identification, and drug repurposing, these software solutions incorporate cutting-edge technology like deep learning, natural language processing, and predictive analytics. Software is still essential to the AI ecosystem since it drives the fundamental operations of AI in drug development, even though hardware and services also play a role.

๐’ƒ๐’š ๐‘ป๐’‰๐’†๐’“๐’‚๐’‘๐’†๐’–๐’•๐’Š๐’„ ๐‘จ๐’“๐’†๐’‚

Oncology
Neurology
Cardiovascular Diseases
Metabolic Diseases
Immunology
Others

The market is divided into several therapeutic areas, including immunology, metabolic diseases, cardiovascular diseases, neurology, and oncology. In 2023, oncology will hold the biggest proportion of the AI drug discovery market. Given its enormous potential to revolutionize cancer treatment, oncology stands out as the most beneficial therapeutic field for AI in drug discovery. Traditional drug development strategies are long and expensive since cancer is one of the most complicated and heterogeneous diseases, with each kind displaying distinct genetic and molecular profiles.

๐›๐ฒ ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒ

Machine Learning
Natural Language Processing
Others

๐’ƒ๐’š ๐‘จ๐’‘๐’‘๐’๐’Š๐’„๐’‚๐’•๐’Š๐’๐’

Target Selection and Validation
Drug Screening and Lead Optimization
Clinical Studies
Preclinical studies
Others

The market for AI in drug discovery is divided into several segments based on application, including pharmacology, drug design, drug screening, and drug repurposing. The market is dominated by AI used in drug design and screening.The AI utilized in drug scanning, according to MMR findings, demonstrated that 70% of antimicrobial activity could correctly anticipate the medication's hazardous qualities with a mere 4% error rate.AI is frequently used to identify inhibitory molecules for particular proteins.

๐ˆ๐ง๐ญ๐ž๐ซ๐ž๐ฌ๐ญ๐ž๐ ๐ข๐ง ๐ฆ๐š๐ซ๐ค๐ž๐ญ ๐ญ๐ซ๐ž๐ง๐๐ฌ? ๐ƒ๐จ๐ง'๐ญ ๐ฆ๐ข๐ฌ๐ฌ ๐ญ๐ก๐ž ๐ซ๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก ๐ซ๐ž๐ฉ๐จ๐ซ๐ญ ๐ฌ๐ฎ๐ฆ๐ฆ๐š๐ซ๐ฒ ๐Ÿ๐จ๐ซ ๐ฏ๐š๐ฅ๐ฎ๐š๐›๐ฅ๐ž ๐ข๐ง๐Ÿ๐จ๐ซ๐ฆ๐š๐ญ๐ข๐จ๐ง: https://www.maximizemarketresearch.com/market-report/ai-in-drug-discovery-market/161733/

๐‹๐ž๐š๐๐ข๐ง๐  ๐๐ฅ๐š๐ฒ๐ž๐ซ๐ฌ ๐ข๐ง ๐ญ๐ก๐ž ๐€๐ˆ ๐ข๐ง ๐ƒ๐ซ๐ฎ๐  ๐ƒ๐ข๐ฌ๐œ๐จ๐ฏ๐ž๐ซ๐ฒ ๐Œ๐š๐ซ๐ค๐ž๐ญ ๐š๐ซ๐ž:

1. GNS Healthcare (US)
2. BioSymetrics (US)
3. BPGbio, Inc (US)
4. Atomwise Inc (US)
5. Insitro (US)
6. NVIDIA Corporation (US)
7. IBM Corporation (US)
8. Microsoft Corporation (US)
9. Aria Pharmaceuticals, Inc. (US)
10. Insilico Medicine (US)
11. NuMedii, Inc. (US)
12. Owkin Inc. (US)
13. Schrรถdinger, Inc. (US)
14. DEEP GENOMICS (Canada)
15. Cyclica (Canada)
16. BenevolentAI (UK)
17. Exscientia (UK)
18. Iktos (France)
19. Euretos (Netherlands)
20. Evaxion Biotech A/S (Denmark)
21. XtalPi Inc (China)
22. Standigm (South Korea)

๐”๐ง๐œ๐จ๐ฏ๐ž๐ซ ๐“๐ซ๐ž๐ง๐๐ข๐ง๐  ๐“๐จ๐ฉ๐ข๐œ๐ฌ:

Hydrogen Energy Transition Market https://www.maximizemarketresearch.com/market-report/hydrogen-energy-transition-market/193911/

Power Grid Market https://www.maximizemarketresearch.com/market-report/power-grid-market/195591/

Marine Battery Market https://www.maximizemarketresearch.com/market-report/marine-battery-market/188834/

Hydraulic Fracturing Market https://www.maximizemarketresearch.com/market-report/global-hydraulic-fracturing-market/11697/

Water Desalination Equipment Market https://www.maximizemarketresearch.com/market-report/water-desalination-equipment-market/74584/

Global Thermoelectric Generators Market https://www.maximizemarketresearch.com/market-report/global-thermoelectric-generators-market/29591/

Global Smart Irrigation Controllers Market https://www.maximizemarketresearch.com/market-report/global-smart-irrigation-controllers-market/111459/

Global Virtual Power Plant Market https://www.maximizemarketresearch.com/market-report/virtual-power-plan-market/14847/

Switchgear Market https://www.maximizemarketresearch.com/market-report/global-switchgear-market/1237/

Rainwater Harvesting Market https://www.maximizemarketresearch.com/market-report/rainwater-harvesting-market/12432/

๐‚๐จ๐ง๐ญ๐š๐œ๐ญ ๐”๐ฌ:

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๐€๐›๐จ๐ฎ๐ญ ๐”๐ฌ:

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