#042 - Hiber3D: New Platform for Creating 3D Worlds with GenAI, AI21 Labs: Pioneering the Future of NLP with $155 Million Series C, Arize AI: Revolutionizing Machine Learning Observability.
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AI BYTE # 1 📢 - AI21 Labs: Pioneering the Future of Natural Language Processing
⭐ AI21 Labs, a Tel Aviv-based company, is revolutionizing the field of Natural Language Processing (NLP) with its cutting-edge AI systems.
Founded in November 2017 by Yoav Shoham, Ori Goshen, and Amnon Shashua, AI21 Labs has been at the forefront of developing AI systems that can understand and generate natural language.
The company made its mark with the launch of Wordtune, an AI-based writing assistant that understands context and can suggest paraphrases and rewrites.
Launched on October 27, 2020, Wordtune quickly gained recognition and was named one of Google’s favorite extensions of 2021.
In August 2021, AI21 Labs launched AI21 Studio and Jurassic-1, a Natural Language Processing system with a token vocabulary over 250,000.
The company’s growth has been fueled by significant investments, including a $20 Million investment from Walden Catalyst in November 2021, and a $155 million Series C financing round in August 2023 with participation from previous investors and new ones such as Google and Nvidia.
AI BYTE # 2 📢 - Arize AI: Revolutionizing Machine Learning Observability
⭐ Arize AI is a trailblazer in the field of machine learning, offering an ML Observability Platform that empowers practitioners to monitor, troubleshoot, and fine-tune their generative models.
This platform is designed to work seamlessly with your existing machine learning infrastructure and can be deployed as a SaaS or on-premise solution.
The platform provides analytics and workflows to catch model issues, troubleshoot the root cause, and continuously improve performance.
It offers a variety of features including Monitors Dashboards, Performance Tracing, Explainability & Fairness, Embeddings Analyzer, and LLM Observability.
These tools are designed to help you understand the impact of drift on your model’s performance and pinpoint clusters of problems in prompt/response pairs.
Arize AI also offers an easy integration and deployment process. You can log training, validation, and production datasets via SDK, cloud storage object store, data connectors, or local file.
The platform also supports automatic model schema detection, import job troubleshooting, delayed actuals support, and API access.
In terms of scalability and security, Arize AI is capable of handling billions of fully indexed events. It also has the ability to extend monitors into your data lake or warehouse. This makes it a reliable choice for enterprises that handle large volumes of data.
Arize AI is a comprehensive solution for ML practitioners looking to gain deeper insights into their models’ performance.
It’s not just about monitoring - it’s about understanding why your models behave the way they do and using that knowledge to improve their performance.
AI BYTE # 3 📢 - Hiber3D: A New Platform for Creating 3D Worlds with Generative AI.
⭐ Hiber, a Swedish company that aims to democratize the creation of 3D worlds and experiences, has announced a major upgrade of its platform: the integration of Generative AI.
This feature allows users to use natural language prompts to generate and enhance 3D worlds, making the creative process easier and more accessible.
The Generative AI is powered by Google Cloud services and newly introduced AI algorithms, which leverage Hiber’s vast collection of 3D world creation data.
The result is a unique solution that can produce realistic and diverse 3D content based on user input. Users can also receive live suggestions and recommendations from an AI co-pilot, which will be added to the platform in the future.
Hiber’s platform consists of two tools:
The Hiber3D Development Kit, a professional tool for creating 3D worlds and games, and
A no-code tool for consumers, which has already resulted in over five million 3D worlds on the user-generated content hub HiberWorld.
These tools are supported by the Hiber3D engine, which can target any device with a web browser and provide a comprehensive set of services for creators.
Hiber’s platform has also attracted attention from brands that want to expand their virtual presence and invest in innovative experiences.
For example, luxury fashion label Tommy Hilfiger recently chose Hiber3D to create Tommy Parallel, an interoperable virtual universe for its community, where users can explore the space with Ready Player Me avatars wearing Tommy Hilfiger fashion.
Hiber’s vision is to build a platform that will make the creation of 3D worlds and experiences as easy and fun for as many people as possible.
By integrating Generative AI with its platform, Hiber is set to evolve its offering into a living creation platform that will revolutionize the 3D web.
