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AI news and solutions
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Google DeepMind Proposes An Artificial Intelligence Framework for Social and Ethical AI Risk Assessment
Generative AI systems are becoming more common and are being used in various fields. There is a growing need to assess the potential risks associated with their use, particularly in terms of public safety. Google DeepMind…
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Frontier Model Forum updates
We are pleased to announce the appointment of the new Executive Director of the Frontier Model Forum, in collaboration with Anthropic, Google, and Microsoft. Additionally, we are launching a $10 million AI Safety Fund.
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FCC to investigate AI’s impact on robocalls
The Federal Communications Commission (FCC) plans to investigate the impact of AI on robocalls, which continue to be a problem for consumers. In 2022, there were over 120,000 complaints received by the FCC regarding automated robocalls.…
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Microsoft Researchers Introduce Table-GPT: Elevating Language Models to Excel in Two-Dimensional Table Understanding and Tasks
Language models like GPT and LLaMa have shown impressive performance but struggle with tasks involving tables. To address this, researchers propose table-tuning, which involves training models like GPT-3.5 and ChatGPT with table-related tasks. These table-tuned models,…
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Blazing a Trail in Interleaved Vision-and-Language Generation: Unveiling the Power of Generative Vokens with MiniGPT-5
Large language models are valuable tools for natural language processing tasks such as text summarization, sentiment analysis, translation, and chatbots. They can also recognize and categorize named entities in text and answer questions based on the…
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Converting Texts to Numeric Form with TfidfVectorizer: A Step-by-Step Guide
This text provides instructions on how to calculate Tfidf values manually and using the sklearn library for Python. It can be found on the Towards Data Science website.
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A Universal Roadmap for Prompt Engineering: The Contextual Scaffolds Framework (CSF)
The article explores a framework called “The Contextual Scaffolds Framework” for effective prompt engineering. It discusses the importance of context in language interpretation and proposes two categories of context scaffolds: expectational context scaffold and operational context…
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Explore Pydantic V2’s Enhanced Data Validation Capabilities
Discover the latest enhancements and syntax changes in Pydantic V2.
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Only Use LLMs If You Know How to Do the Task on Your Own
Silent mistakes or harsh consequences can arise if not careful.
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How to Avoid Five Common Mistakes in Google BigQuery / SQL
The text discusses five common mistakes made by experienced Data Scientists when working with BigQuery.
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Revolutionizing Language Model Fine-Tuning: Achieving Unprecedented Gains with NEFTune’s Noisy Embeddings
The NEFTune method is proposed as a way to improve the performance of language models on instruction-based tasks. By adding random noise to the embedding vectors during fine-tuning, the model’s performance is significantly enhanced without needing…
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How can Pre-Trained Visual Representations Help Solve Long-Horizon Manipulation? Meet Universal Visual Decomposer (UVD): An off-the-Shelf Method for Identifying Subgoals from Videos
The authors of the research paper “Universal Visual Decomposer: Long-Horizon Manipulation Made Easy” propose the Universal Visual Decomposer (UVD), a task decomposition method that uses pre-trained visual representations to teach robots long-horizon manipulation tasks. UVD identifies…
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This AI Research Introduces ‘RAFA’: A Principled Artificial Intelligence Framework for Autonomous LLM Agents with Provable Sample Efficiency
A study by Northwestern University, Tsinghua University, and the Chinese University of Hong Kong introduces a moral framework called “reason for future, act for now” (RAFA) to improve the reasoning capabilities of LLMs. They use a…
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Revolutionizing Document Parsing: Meet DSG – The First End-to-End Trainable System for Hierarchical Structure Extraction
The Document Structure Generator (DSG) is a powerful system for parsing and generating structured documents. It surpasses commercial OCR tools and offers the first end-to-end trainable solution for hierarchical document parsing. DSG utilizes deep neural networks…
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DeepMind’s CEO draws comparison between AI risks and the climate crisis
Google DeepMind CEO, Demis Hassabis, has called for AI risks to be treated as seriously as the climate crisis. He emphasized the need for an immediate response to the challenges posed by AI and suggested the…
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The Idaho police force invest in AI-powered remote phone access technology
The Nampa Police Department in Idaho is adopting AI technology from Cellebrite, an Israeli company, to unlock cell phones and access personal data. The software helps filter and organize information, saving time for officers. However, legal…
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Meet DiagrammerGPT: A Novel Two-Stage Text-to-Diagram Generation AI Framework that Leverages the Knowledge of LLMs for Planning and Refining the Overall Diagram Plans
DiagrammerGPT is a groundbreaking system powered by advanced LLMs like GPT-4 that generates precise diagrams from text. It consists of two stages: generating diagram plans and creating diagrams with text labels. This approach addresses the lack…
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Researchers from CMU and UC Santa Barbara Propose Innovative AI-Based ‘Diagnosis of Thought’ Prompting for Cognitive Distortion Detection in Psychotherapy
Mental health disorders are underserved globally due to lack of specialists, subpar treatments, high costs, and societal stigma. Automated tools like chatbots and sentiment analysis have been developed to help, but they have limitations. Recent advancements…
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Pumpkin Spice Time Series Analysis
The text discusses a time series analysis of the popularity of the search term “pumpkin spice” in the USA. The author explores different modeling techniques, such as SARIMA and ETS, to predict the seasonal patterns in…
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Examples of Customer Touchpoints and Identification Techniques
Customer touchpoints are the points of interaction between a customer and a business, such as in-person interactions, phone calls, emails, social media, and websites. These touchpoints provide opportunities for engagement, value delivery, and insights gathering. Businesses…
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Our teams are a diverse group of talented individuals working remotely from different corners of the world. With members proficient in seven languages, we value and embrace diversity. However, what truly unites us is our shared passion for the language of modern technology. We come together to collaborate, innovate, and harness the power of cutting-edge technology to create exceptional solutions.
