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What is CHAI AI’s Chaiverse?

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This article provides a deep dive into the Chaiverse mechanism, how it works, and its implications for users

PALO ALTO, Calif., Feb. 17, 2024 /PRNewswire/ — A lot of Chai users have been asking the question, “What is Chaiverse?” a feature currently obscurely advertised by the Chai developers. With a recent valuation of $450M, the Chai AI team has been pouring their funding into the development of Chaiverse, with the aim of connecting world-class Large Language Model (LLM) developers directly to millions of Chat AI consumers, offering each user a tailor-made combination of LLMs. This article provides a deep dive into the Chaiverse mechanism, how it works, and its implications for users.

Chaiverse – The Developer to Consumer Ecosystem

One major product that sets Chai AI apart from others is its developer-centric approach. Unlike other Generative AI products, which typically offer models developed in-house, Chai AI has recently introduced their model developer platform, Chaiverse. This platform enables the Large-Language-Model Developer community to train, submit, and test their models with real-world users in a consumer setting. According to the Chaiverse white paper, their mission is to accelerate the advent of AGI through massively distributed collaboration, or crowdsourcing. Chai AI’s research team purport to be lazer-focussed on exploring what makes each Large Language Model (LLM) unique and to improve person-to-LLM recommendations.

The operation of Chai AI’s ecosystem is quite straightforward. Developers can easily upload their language models using the chaiverse pip package. Once submitted, these models are optimized for rapid inference and hosted on a dedicated GPU cluster for enhanced efficiency. After the model is operational, users of the Chai App can engage with it through arena mode, providing immediate numerical and textual feedback to developers.

This feedback, along with the ranking of a developer’s model on the public leaderboard, can be accessed through the chaiverse package. Cash prizes are awarded based on the developers’ standings in the competition, incentivizing them to strive for innovation and excellence in their model submissions. Winners are frequently announced both on Chai AI’s Twitter and Instagram accounts.

How does Chaiverse affect Chai App Users?

While the Chai AI team is quite secretive about how it will be integrating Chaiverse into its consumer-facing Chai App, we have gained some insights into how this will be achieved through Chai’s white paper on Chaiverse. In Chai’s white paper, they claim to have been implementing an LLM controller, routing each message input (conversation tree) to an LLM that is well-placed at generating a response specifically for the given conversation tree.

This approach offers multiple advantages:

Lower training costs: Training small-size models is accessible to a wider range of developers. Indeed, it is well known that training large-parameter LLMs is a prohibitively expensive task, and as a result is inaccessible to most machine learners.Lower inference costs: The inference cost of a multitude of small expert models is lower than that of a single large model.Higher iteration speed: Small models can be trained and deployed much faster than large ones, allowing for much shorter feedback loops and higher iteration speed.

Early results are promising: A carefully optimized mixture of 7B models has outperformed OpenAI’s GPT-3.5. Over a four-month period, their in-house LLMs have achieved a 20% day-30 engagement improvement, compared with the GPT-3.5 model. However, when the top models from the Chaiverse LLM competition were combined, day-30 engagement levels were elevated by 40% from the in-house models, marking a 68% total increase over GPT-3.5.

We have also obtained verbal confirmation from the Chai AI developers that on the 21st of February, all existing and new users will have the option to upgrade their chat engine to Chaiverse v0.0.1 and the developers promise to deliver a much more compelling AI which users love.

How do I Join Chaiverse As A Developer?

To join Chaiverse, one simply needs to join the Chaiverse Discord. A bot called “Chai AI” will greet you with a unique developer key. One also needs to download the Chaiverse pip package and use the developer key to submit models directly to users for real-world testing.

Chaiverse is currently said to be in beta mode. The Chai developers refer to each iteration of the Chaiverse product as a “season.” Externally, this is seen as a phase of the competition, where each season introduces a new target metric for developers to optimize towards. Since its launch, Chaiverse has received well over 10,000 unique model submissions, serving a range of model architectures such as LLaMa, Mistral, and Yi. Chaiverse has paid out to developers a total sum of $152,000 USD and promises to pay out $1 million USD before transitioning towards a direct monetization scheme.

Frequently Asked Questions (FAQ)

Q: How do I join Chaiverse?

A: You can find the link to Chaiverse discord server through the official Chaiverse website www.chaiverse.com. You will also need to have deep knowledge of Large Language Models and Python. The Chaiverse pip package can be installed via the command pip install chaiverse.

Q: What is Chaiverse?

A: Chaiverse is a platform developed by Chai AI that allows the Large-Language-Model Developer community to train, submit, and test their models with real-world users in a consumer setting, aiming to accelerate the development of AGI through crowdsourcing.

Q: What is the message limit on Chai?

A: The Chai app is free for everyone to use, but there is a message limit for unsubscribed users. These users can send up to 70 messages every 3 hours. This limit is designed to ensure a balanced and accessible experience for all users, while also encouraging those who frequently use the app to consider subscribing for unlimited access.

Q: Is the Chai App free?

A: Yes, the Chai App is free to download and use. However, it operates on a freemium model, where basic features are available for free, but users have the option to subscribe for enhanced features and access, such as an increased message limit beyond the free tier’s restrictions.

Q: Does Chai allow NSFW

A: Developers submit Large Language Models (LLMs) to Chai through Chaiverse. Chai has relaxed content moderation policies and allows users to submit any LLM they want so long as it passes Chai’s proprietary Safety Evaluation. Some of the user generated LLM’s may be NSFW, but the vast majority are Safe for Work. More community information on this matter can be found in Chai AI’s Reddit.

Q: What AI Platform has no censorship?

A: Chai AI, as a user-centric platform that emphasizes the power of User Generated Content (UGC) within its generative AI ecosystem, adopts a policy that minimally censors content. This approach allows for a broad spectrum of user interactions and expressions, reflecting the platform’s commitment to fostering a diverse and dynamic environment.

Q: Is the Chai App actually bots?

A: Yes, the Chai App primarily features interactions with AI-driven bots, trained to mimic human-like conversations and behaviors. This is a core aspect of Chai’s innovative approach, where the platform encourages developers within the Chaiverse ecosystem to refine and optimize their AI models for conumers.

Q: How many people use Chai AI?

A: As one of the leading platforms for conversational generative AI, Chai AI has garnered significant user engagement, positioning itself just behind Character AI in terms of popularity. By 2023, Chai AI reported an impressive daily active user (DAU) count of 700,000, with monthly active users (MAU) ranging between 4 to 5 million.

Press Contact:

Joe Nelson
+1 (626) 594-8966
https://chai-research.com/

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Niutech at the Forefront: U.S.-China Circular Economy Forum Tackles “White Pollution”

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BEIJING, Sept. 20, 2024 /PRNewswire/ — On September 6, 2024, the inaugural U.S.-China Circular Economy Cooperation Forum was held in Beijing. The forum, guided by the U.S.-China Climate Action Working Group Circular Economy Task Force, was co-organized by the China Circular Economy Association and the US-China Business Council. The forum brought together approximately 460 distinguished guests from the National Development and Reform Commission of China, the Ministry of Foreign Affairs, the Ministry of Industry and Information Technology, the Ministry of Ecology and Environment, the Ministry of Housing and Urban-Rural Development, the Ministry of Commerce, the General Administration of Market Regulation, the US State Department, the US Department of Energy and other government departments, as well as industry experts, business representatives and scientific research institutions of the two countries. As the domestic leader in continuous pyrolysis technology, Niutech was invited by the China Circular Economy Association to attend the forum and gave an insightful speech on the topic of waste plastic recycling, and the issues of ‘white pollution’ that can result from it.

Enhancing Quality and Efficiency in the Circular Economy with Innovative Forces

The forum was strategically designed to advance the goals outlined in the U.S.-China “The Sunnylands Statement on Enhancing Cooperation to Address the Climate Crisis” (hereinafter referred to as the Sunnylands Statement). It aimed to create a collaborative platform for the business community, social organizations, and research institutions from both countries to foster exchanges and drive tangible cooperation in the circular economy.  

Zhao Chenxin, Deputy Director of the National Development and Reform Commission, John Podesta, Senior Advisor to the U.S. President on International Climate Policy, Liu Zhenmin, China’s Special Envoy for Climate Change Affairs, Nicholas Burns, U.S. Ambassador to China, and Xie Zhenhua, former Special Envoy for Climate Change Affairs of China, attended the opening ceremony of the Forum and delivered a speech, and Xie Feng, Chinese Ambassador to the U.S., made a video message. Deputy Director Zhao Chenxin said that addressing climate change is a common cause for all mankind and cannot be separated from the cooperation between the two global forces, China and the United States.

The China-US Circular Economy Cooperation Forum, held as an initiative to implement the Sunnylands Statement, marked another significant milestone in China-US cooperation on the circular economy. This collaboration is crucial for both nations as they join forces to tackle the climate crisis. On the afternoon of September 6, the forum organized four parallel meetings, where representatives engaged in in-depth exchanges on topics such as using the recycling economy to reduce greenhouse gas emissions, promoting the application of recycled materials, addressing plastic pollution and enhancing recycling, and increasing the recycling value of waste in the context of new industries and consumption patterns.

Niutech: International Experts on Continuous Pyrolysis Technology and Pioneers in solving the global “white pollution” problem

Globally, hundreds of millions of tons of waste plastics are generated annually, yet only about 30% undergo recycling. Traditional physical methods are typically limited to high-value, single-category, and relatively clean waste plastics. However, repeated recycling can degrade the quality of the plastics. Chemical recycling, on the other hand, offers a transformative approach by converting waste plastics into high-value products or fuels through chemical processes, thus overcoming the limitations of physical recycling.

Pyrolysis technology, a cornerstone of chemical recycling, addresses the challenges associated with the material recycling of waste plastics. It is adept at processing various types of low-value, mixed, and contaminated waste plastics. The products of pyrolysis can be further processed to manufacture new plastics, achieving a closed-loop system where waste plastics are repurposed into high-value new plastics. This not only retains the material’s utility at a high level but also converts “white pollution” into a “white oil field,” signifying a major shift in the management and valorization of plastic waste.

At the forum, as the international expert in continuous pyrolysis technology, the corporate representative of Niutech shared the cases of waste plastic chemical recycling projects deployed with international giants BASF and Quantafuel in Denmark, Thailand and other countries. Niutech has developed its own pyrolysis technology and equipment, which they fully own the intellectual property rights to. This technology enables the transformation of low-value, mixed, and contaminated waste plastics—including various polymers such as PP, PE, PS, ABS—into high-quality fuel oil.  

The fuel oil derived from this process can undergo further refining into naphtha, a critical raw material in the production of new plastics. This advanced recycling process not only diverts plastics from landfills and the environment but also contributes to a circular economy by turning waste into a valuable resource.

In the future, Niutech will continue to champion the principle of “green, recycling and low-carbon” waste plastics pyrolysis. Armed with advanced technology, reliable equipment, abundant high-value solutions and proven experience, Niutech is committed to enhancing communication and cooperation with domestic and foreign partners. Together, they will drive forward the chemical recycling of waste plastics and the sustainable development of the global waste plastics recycling industry.

 

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Global Ultrasound Institute Launches GUSI Fellowships Platform: Elevating Point-of-Care Ultrasound Education

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SAN FRANCISCO, Sept. 20, 2024 /PRNewswire/ — The Global Ultrasound Institute (GUSI) is proud to announce the launch of the GUSI Fellowships Platform, an innovative online platform designed to empower learners around the world to achieve confidence and competency in point-of-care ultrasound (POCUS). With a holistic, device-independent approach that includes comprehensive evidence-based education, personalized mentorship from world-class POCUS educators, detailed scan review feedback, quantitative assessments, and CME certification, GUSI is setting a new standard in POCUS education.

“GUSI’s online didactics are the best that I have seen. And what I like most about the fellowship were the 1:1 sessions and being able to interact with GUSI expert faculty who have many years of experience in POCUS. And you get to pick their brains and they get to instruct you 1:1. I have used the training I received from GUSI to do much more POCUS clinically and further impact my patients lives.”

Dr. James Wilcox,
Assistant POCUS Director, Indiana University School of Medicine
Adjunct Professor and Assistant Professor of Medicine

“Our mission at GUSI is to democratize access to high-quality ultrasound training,” said Dr. Kevin Bergman and Dr. Mena Ramos, Co-CEOs of Global Ultrasound Institute. “The GUSI Fellowships Platform enables learners from diverse backgrounds to enhance their skills in a supportive, flexible environment, making it easier than ever to reach their POCUS goals.”

With training options covering 38 different scan types, learners can expect personalized 1:1 mentorship with expert POCUS educators who provide timely feedback on practice scans.

“The GUSI fellowship mentors are the best: patient, kind, knowledgeable, experienced, and supportive. GUSI provided education in the areas I wanted and needed to obtain and in my home/office environment not requiring multiple trips around the country. It is not just the way course work is presented – learning is made easier by the support provided to each student.”

Dr. Glenda Patterson
Core Faculty, University of Arkansas Northwest Internal Medicine Residency
Physician, Veterans Health Care of the Ozarks
Board-certified in Internal Medicine, Pulmonary Medicine, and Critical Care Medicine

The GUSI Fellowships Platform features a scalable software system designed to monitor and track performance, ensuring learners can effectively measure their progress.

GUSI understands the challenges faced by healthcare professionals seeking to enhance their ultrasound skills amid demanding schedules. GUSI addresses these concerns with flexible scheduling options, allowing learners to progress at their own pace while balancing their professional and personal commitments. This adaptability and virtual experience is crucial for fostering a culture of continuous learning and skill development.

“I went from not being able to hold the probe to someone who can scan and diagnosing and finding pathologies. I worked with Dr. Milne-Price and she was amazing! She sharpened my skills and we did sessions of live scanning over Zoom. I feel confident in my skills now to scan on my own.”

Dr. Dalea Al-Hawarri
Faculty, Bryn Mawr Family Medicine Residency

As healthcare continues to evolve, the demand for proficient ultrasound practitioners has never been greater. GUSI is not only committed to providing exceptional education but also aims to inspire a new generation of healthcare professionals who can leverage POCUS to improve patient outcomes globally. Join us in this exciting journey towards excellence in ultrasound practice.

For more information on GUSI Fellowships and to start your journey toward ultrasound proficiency, visit https://globalultrasoundinstitute.com/.

About Global Ultrasound Institute:

Global Ultrasound Institute stands at the forefront of point-of-care ultrasound, providing wraparound education, training, AI, and administrative software tools to healthcare providers and health systems globally to lower barriers to POCUS adoption and implementation. GUSI has trained over 14,000 healthcare practitioners in over 60 countries. GUSI is working to create a better world in which every healthcare practitioner is empowered to offer a rapid, reliable, accurate ultrasound-enabled diagnosis directly at the point-of-care, for any patient, anywhere.

For more information about GUSI Fellowships or any of GUSI services, please visit https://globalultrasoundinstitute.com/

Contact:

Dr. Kevin Bergman, Co-Founder, co-CEO, Global Ultrasound Institute
Dr. Mena Ramos, Co-Founder, co-CEO, Global Ultrasound Institute

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Keuka College Notifies Individuals of Data Security Incident

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KEUKA PARK, N.Y., Sept. 20, 2024 /PRNewswire/ — Keuka College has learned of a data security incident that may have involved personal information.

On April 25, 2024, the College identified suspicious activity within its network environment and immediately took steps to secure the environment, restore its systems, and began an investigation to determine the nature and scope of the issue. Keuka College also engaged independent cybersecurity specialists to assist with the process. The comprehensive investigation, which concluded on August 21, 2024, could not determine definitively whether personal information related to current and former students and employees was affected.

Keuka College maintains a variety of records which can include: name, Social Security number, Driver’s license number, student id number, financial account information, and date of birth. Current students and employees were contacted by the College in May and provided with one year of free credit and identity monitoring services.

Keuka College has established a toll-free call center to answer questions about the incident and address related concerns. Call center representatives are available Monday through Friday from 9:00 am to 9:00 pm Eastern Time and can be reached at 1-833-913-7557. Please be prepared to provide the engagement number, B131983, for reference.

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