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Assessing the Dynamics of the Coffee Value Chain in Davao del Sur: An Agent-Based Modeling Approach

Sibala, Lucia Stephanie B., Rivas, Novy Aila B., Oguis, Giovanna Fae R.

arXiv.org Artificial Intelligence

The study investigates the coffee value chain dynamics in Davao del Sur using an agent-based model. Three main factors driving interactions among key players were identified: trust, risk, and transaction costs. The model was constructed using NetLogo 6.3.0, and data from a survey questionnaire collected three data points from BACOFA members. Five cases were explored, with each scenario simulated 1000 times. Findings suggest that producers often sell to the market rather than the cooperative due to higher prices. However, producers tend to prioritize trust in buyers and their risk attitude, leading to increased sales to the cooperative. The producer's risk attitude significantly influences their decision-making, affecting performance outcomes such as loans, demand, and price changes. All three factors play a role and exert varying impacts on the value chain. So, the stakeholders' decisions on prioritizing factors in improving relationships depend on their priorities. Nonetheless, simulations show that establishing a harmonious system benefiting all parties is possible. However, achieving this requires adjustments to demand, pricing, trust, and risk attitudes of key players, which may not align with the preferences of some parties in reality.


India Is Emerging as a Key Player in the Global AI Race

TIME - Tech

As Asia's richest man, Mukesh Ambani, addressed his shareholders during a much-anticipated yearly address last Thursday, he also unveiled "JioBrain," a suite of artificial intelligence (AI) tools and applications that he says will transform a spate of businesses in energy, textiles, telecommunications and more that form his multinational conglomerate, Reliance Industries. "By perfecting JioBrain within Reliance, we will create a powerful AI service platform that we can offer to other enterprises as well," Ambani said during his speech. The Reliance Chairman's latest offering comes as India emerges as a crucial player in the global AI ecosystem, boasting a high-powered IT industry worth 250 billion, which serves many of the world's banks, manufacturers and firms. As the world's most populous country, India also has a robust workforce population with nearly 5 million programmers at a time when AI talent is in short supply globally, with analysts predicting that India's AI services could be worth 17 billion by 2027, according to a recent report by Nasscom and BCG. Puneet Chandok, the President of Microsoft India & South Asia, points to research that finds India has one of the highest AI adoption rates among knowledge workers, with 92% using generative AI at work--significantly higher than the global average of 75%.


Rishi Sunak Wants the U.K. to Be a Key Player in Global AI Regulation

TIME - Tech

During Prime Minister Rishi Sunak's recent visit to Washington D.C., as he announced that the U.K. would host the first global summit on AI regulation later this year, he bristled in response to a reporter's question about whether the "midsize country" could naturally lead the debate, given that the E.U. is close to passing a landmark AI bill. "That midsize country happens to be a global leader in AI," he said. "You would be hard-pressed to find many other countries other than the U.S. in the Western world with more expertise and talent in AI." The Prime Minister's response revealed the dilemma he now faces in positioning the U.K. as a key player in reining in AI's potential negative consequences without stifling innovation, amid growing fears around generative artificial intelligence. Following the U.K.'s departure from the European Union, experts say Sunak is attempting to carve out a pivotal role to help keep the country globally relevant by playing the role of an "honest broker" between the different regulatory approaches of the E.U. and the U.S. when it comes to AI.


6 Technologies for enterprises that will shape 2023

#artificialintelligence

Technology has a purpose to address the issues of our world and perfect our lives as far as possible. Like every January, we are at the doorstep of another important year that promises bigger developments across the tech lanes. While 2022 witnessed many new platforms and products, 2023 will testify to their worth amidst the growing concerns of a recession, says Yash Mehta, an IoT and big data science specialist. In this post, I pick my top 6 technologies that shall dominate the narrative for 2023. IoT had a great stint in 2022 which is most likely to continue this year. Till now, we have seen successful case studies in home automation, healthcare, vehicles etc.


By 2032, Machine Learning as a Service (MLaaS) Market Competitive Environment, Revenue Growth Analysis, Development Perspective and Forecast 2032

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The Global Machine Learning as a Service (MLaaS) Market 2032 Industry Report is a professional and in-depth study on the current state of the Machine Learning as a Service (MLaaS) Market by QMI. The Machine Learning as a Service (MLaaS) Market is supposed to demonstrate a considerable growth during the forecast period of 2023 – 2032. The company profiles of all the key players and brands that are dominating the market have been given in this report. Their moves like product launches, joint ventures, mergers and acquisitions and the respective effect on the sales, import, export, revenue and CAGR values have been studied completely in the report. The scope of this Machine Learning as a Service (MLaaS) Market report can be expanded from market scenarios to comparative pricing between major players.


Artificial Intelligence (AI) Chip Market - Political Beef

#artificialintelligence

The research report for Artificial Intelligence (AI) Chip Market majorly focuses on prominent industry leaders and explores all significant aspects competitive landscape. The study explains potent business strategies as well as approaches, regulatory policies, consumption propensity, recent moves taken by competitors, and potential investment opportunities and industry threats also. Global Artificial Intelligence (AI) Chip Market has estimated growth trends and segmented them Type, Application, Products, End-user, etc… The global Market is anticipated to reach XX USD in 2028 with a growth rate of XX% CAGR. The total valuation of the global Silica Flour market was XX USD in 2021. The study analysis offers projected growth for the next few years and the historical background with a base year over the determined forecast period.


Artificial Intelligence (AI) in Construction Market 2022

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The Artificial Intelligence (AI) in Construction Market Research Report is a professional asset that provides dynamic and statistical insights into regional and global markets. It includes a comprehensive study of the current scenario to safeguard the trends and prospects of the market. Artificial Intelligence (AI) in Construction Research reports also track future technologies and developments. Thorough information on new products, regional and market investments is provided in the report. This Artificial Intelligence (AI) in Construction research report also scrutinizes all the elements businesses need to get unbiased data to help them understand the threats and challenges ahead of their business.


Artificial Intelligence Market Astonishing Growth

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Global Artificial Intelligence market report provides an in-depth overview of Product Specification, technology, product type and production analysis considering major factors such as Revenue, Cost, Gross and Gross Margin. The current trends will determine what options will be for strategical investment. The Artificial Intelligence Market report also provides an in-depth survey of key players in the market which is based on the various objectives of an organization such as profiling, the product outline, the quantity of production, required raw material, and the financial health of the organization. This Artificial Intelligence market Report cover strategic profiling of key players in the market, comprehensively analyzing their core competencies, and drawing a competitive landscape for the market. At present, the market is developing its presence and some of the Global Artificial Intelligence Market key players Involved in the study are Advanced Micro Devices, Inc., Aicure, LLC, Arm, Ltd., Atomwise, Inc., AYASDI AI LLC, Baidu Inc., ClariFI, Inc., Cyrcadia Health, Enlitic, Inc., H2O.ai, Research study is to define Market Sizes of various segments & countries in previous years and to forecast the values to the next 5-8 years.


Key Players in the Data Ecosystem

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Today, organizations that are using data to uncover opportunities and are applying that knowledge to differentiate themselves are the ones leading into the future. Whether looking for patterns in financial transactions to detect fraud, using recommendation engines to drive conversion, mining, social media posts for customer voice or brands personalizing their offers based on customer behavior analysis, business leaders realized that data holds the key to competitive advantage. To get value from data, you need a vast number of skill sets and people playing different roles. In this article, we're going to look at the role, BI analysts play in helping organizations tap into vast amounts of data and turn them into actionable insights. It all starts with a data engineer.


Artificial Intelligence Market Report 2021, Industry Trends, Segmentation, Key Players, Technology and Forecast to 2026

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