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Is ChatGPT Fit for Every Purpose: Alan Turing Ethics Fellow Presents Checklist in Devoxx UK Keynote
During her keynote at Devoxx UK, Mhairi Aitken talked about the limitations of AI when grappling with the complexities of human language. Further, she provided checklist developers use to inspect the AI Foundations before building on top of them. She urged us to be guided by ethical and social considerations when building on AI, as a general-purpose AI model may not be fit for every purpose.
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Adopting Artificial Intelligence: Things Leaders Need to Know
Artificial intelligence (AI) can help companies identify new opportunities and products, and stay ahead of the competition. Senior software managers should understand the basics of how this new technology works, why agility is important in developing AI products, and how to hire or train people for new roles.
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Google's Universal Speech Model Performs Speech Recognition on Hundreds of Languages
Google Research announced Universal Speech Model (USM), a 2B parameter automated speech recognition (ASR) model trained on over 12M hours of speech audio. USM can recognize speech in over 100 languages, including low-resource languages, and achieves new state-of-the-art performance on several benchmarks.
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Java News Roundup: JDK 21 Updates, Spring Data 2023.0, JobRunr 6.2, Micronaut 4.0 Milestones
This week's Java roundup for May 8th, 2023, features news from OpenJDK, JDK 21, GraalVM Native Build Tools 0.9.22, Spring Framework, Spring Data and Spring Shell releases, Micronaut 4.0-M3, Quarkus 3.0.3, Eclipse Vert.x releases, Micrometer Metrics and Tracing releases, Groovy 4.0.12, Tomcat releases, Maven 3.9.2, Piranha 23.5.0, Reactor 2022.0.7, JobRunr 6.2, JDKMon releases and Devoxx UK.
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Open Source MongoDB Alternative FerretDB Now Generally Available
FerretDB, an open-source MongoDB alternative database, recently announced its general availability. Released under the Apache 2.0 license, the project allows developers to use existing PostgreSQL infra to run MongoDB workloads.
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Google Previews Studio Bot, a Coding Bot for Android Development
At Google I/O 2023, Google has previewed Studio Bot, an AI-powered coding bot integrated in Android Studio latest version, codenamed Hedgehog. Studio Bot aims to help developers generate code, unit tests, and fix errors.
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Hugging Face Releases StarCoder, the Next-Generation LLM for Seamless Code Generation
Hugging Face and ServiceNow have partnered to develop StarCoder, a new open-source language model for code. The model created as a part of the BigCode initiative is an improved version of the StarCoderBase model trained on 35 billion Python tokens. StarCoder is a free AI code-generating system alternative to GitHub’s Copilot, DeepMind’s AlphaCode, and Amazon’s CodeWhisperer.
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OpenAI's Open-Source ChatGPT Plugin - Q&A with Roy Miara
OpenAI recently announced plugin support for ChatGPT, allowing the language model to access external tools and databases. The company also open-sourced the code for a knowledge retrieval plugin, which organizations can use to provide ChatGPT-based access to their own documents and data.
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Running Large Language Models Natively on Mobile and Laptops
MLC LLM is a new open source project aimed to enable deploying large language models on a variety of hardware platforms and applications. It additionally includes a framework to optimize model performance for each specific use case.
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Efficiently Applying LLMs to Transform Semi-Structured Data
LLMs can be an effective way to generate structured data from semi-structured data, although an expensive one. A team of Stanford and Cornell researchers claim to have found a technique to reduce inference costs by 110x while improving inference quality.
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Stability AI Open-Sources 7B Parameter Language Model StableLM
Stability AI released two sets of pre-trained model weights for StableLM, a suite of large language models (LLM). The models are trained on 1.5 trillion text tokens and are licensed for commercial use under CC BY-SA-4.0.
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Hugging Face Presents HuggingChat, Open Source Alternative to ChatGPT
HuggingChat is a new AI-powered chatbot available for testing on Hugging Face. HuggingChat is able to carry through many tasks that have made ChatGPT attract lot of interest recently, including drafting articles, solving coding problems, or answering questions.
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Meta's Toolformer Uses APIs to Outperform GPT-3 on Zero-Shot NLP Tasks
Meta AI Research announced Toolformer, a language model that learns to call APIs to help solve natural language processing (NLP) tasks. Toolformer automatically annotates a training dataset which is used to fine-tune the model and can outperform the much larger GPT-3 model on several zero-shot NLP tasks.
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Meta Open-Sourced AI Tool to Animate Child and Amateur Drawings of Human Figure
Based on a joint research by Meta AI Research, Tencent America, MIT CSAIL, and Carnegie Mellon, Meta released Animated Drawings, an AI-based tool to create animations from hand drawn human-like characters.
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AI, ML & Data News Roundup: HuggingGPT, AWS Bedrock, Microsoft Visual ChatGPT, and StableLM
The latest update for the week of April 17th, 2023, includes the recent advancements and announcements in the domains of data science, machine learning, and artificial intelligence. The spotlight this week is on top players like Hugging Face, AWS, Microsoft, and Stability AI, who have introduced groundbreaking innovations.