Sun.Jul 23, 2023

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Human-guided AI Framework Promises Quicker Robotic Learning in Novel Environments

Unite.AI

In the future era of smart homes, acquiring a robot to streamline household tasks will not be a rarity. Nevertheless, frustration could set in when these automated helpers fail to perform straightforward tasks. Enter Andi Peng, a scholar from MIT's Electrical Engineering and Computer Science department, who, along with her team, is crafting a path to improve the learning curve of robots.

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AI investment is booming. How much is hype?

Flipboard

London CNN — French startup Mistral AI didn’t have a working product when it raised €105 million ($118 million) in one of Europe’s largest-ever seed rounds last month. But Antoine Moyroud, a partner at Lightspeed Venture Partners, one of the biggest backers of the fledgling firm, wasn’t fazed.

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Stability AI Team Introduces FreeWilly1 and FreeWilly2: New Open Access Large Language Models (LLMs)

Marktechpost

FreeWilly1 and its successor FreeWilly2 are powerful new open-source Large Language Models (LLMs) developed by Stability AI’s CarperAI team. Both models perform exceptionally well in reasoning competitions using many different metrics. Supervised fine-tuning (SFT) in the industry-standard Alpaca format was used to fine-tune the FreeWilly1 model, built on top of the original LLaMA 65B foundation model.

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AI heart scan aims to catch blockages years before symptoms: ‘Unbelievable breakthrough’

Flipboard

Nearly half of all heart attacks are "silent," which means the person experiences no symptoms at all before the cardiac event, studies have shown. Now a medical technology company aims to catch those pre-symptomatic heart conditions using the power of artificial intelligence.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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A New AI Research from KAIST Introduces FLASK: A Fine-Grained Evaluation Framework for Language Models Based on Skill Sets

Marktechpost

Incredibly, LLMs have proven to match with human values, providing helpful, honest, and harmless responses. In particular, this capability has been greatly enhanced by methods that fine-tune a pretrained LLM on various tasks or user preferences, such as instruction tuning and reinforcement learning from human feedback (RLHF). Recent research suggests that by evaluating models solely based on binary human/machine choice, open-sourced models trained via dataset distillation from proprietary models

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Top Speech to Text AI Tools (2023)

Marktechpost

Intelligent transcription software is one of the most valuable features made possible by AI and ML since it automatically translates audio and video sources into text. This opens up a world of possibilities, including the ability to transcribe podcasts, films, meetings, online courses, and more. For computers to process, analyze, interpret, and reason about human language, a subfield of AI known as natural language processing (NLP) is required.

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The Difference Between Generative AI And Traditional AI: An Easy Explanation For Anyone

Flipboard

Artificial Intelligence (AI) has been a buzzword across sectors for the last decade, leading to significant advancements in technology and operational efficiencies. However, as we delve deeper into the AI landscape, we must acknowledge and understand its distinct forms.

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Can Computer Vision Systems Infer Your Muscle Activity from Video? Meet Muscles in Action (MIA): A New Dataset to Learn to Incorporate Muscle Activity into Human Motion Representations

Marktechpost

In recent times, the field of Artificial Intelligence has been the topic of discussion. Be it the human-imitating Large Language Model like GPT 3.5 based on Natural Language Processing and Natural Language Understanding or the text-to-image model called DALL-E based on Computer vision, AI is paving its way toward success. Computer vision, the sub-field of AI, is getting better with the release of every new application.

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Marc Andreessen says AI will function as a lifelong 'partner' for kids with full insight into everything they've done and want — and he thinks that's a good thing

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Billionaire tech investor Marc Andreessen — who has long been bullish on the tech — thinks AI is a lifelong "ally" for the children of tomorrow as they both grow up together.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Meet Baichuan-13B: China’s Open Source Large Language Model to Rival OpenAI

Marktechpost

Wang Xiaochuan, the founder of the Chinese search engine Sogou, has released a new huge language model called Baichuan-13B through his business, Baichuan Intelligence. Commercial use by programmers and researchers is currently restricted. The founder of Sogou, Wang Xiaochuan, recently posted on Weibo that “China needs its own OpenAI.” The Chinese businessman is one step closer to realizing his vision after his fledgling company, Baichuan Intelligence, released Baichuan-13B, its next-

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Building Your mini-ChatGPT at Home

Flipboard

Last Updated on July 24, 2023 ChatGPT is fun to play with. Chances are, you also want to have your own copy running privately. Realistically, that’s impossible because ChatGPT is not a software for download, and it needs tremendous computer power to run. But you can build a trimmed-down version that can run on commodity […] The post Building Your mini-ChatGPT at Home appeared first on MachineLearningMastery.com.

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Meet AIHelperBot: An Artificial Intelligence (AI) Based SQL Expert That Builds SQL Queries In Seconds

Marktechpost

In the intriguing world of modern digital technology, artificial intelligence (AI) chatbots elevate people’s online experiences. Artificial intelligence chatbots have been trained to have conversations that resemble those of humans using natural language processing (NLP). NLP enables the AI chatbot to comprehend written human language, allowing them to function independently.

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At Startup That Says Its AI Writes Medical Records, Humans Do a Lot of the Work

Flipboard

Hundreds of doctors across the U.S. have entrusted recordings of their private talks with patients to a startup promising to turn the conversations into usable medical records through artificial intelligence.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Meet FathomNet: An Open-Source Image Database That Uses Artificial Intelligence and Machine Learning Algorithms To Help Process The Backlog Of Visual Data For Understanding Our Ocean And Its Inhabitants

Marktechpost

The ocean is changing at an unprecedented rate, making it challenging to maintain responsible stewardship while visually monitoring vast amounts of marine data. The amount and rate of the necessary data gathering are outpacing our capacity to process and analyze them quickly as the research community seeks baselines. The lack of data consistency, inadequate formatting, and the desire for significant, labeled datasets have all contributed to the limited success of recent advancements in machine l

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Here's 3 ways to get ChatGPT to write better code, according to experts

Flipboard

OpenAI's ChatGPT has caused quite a stir in the tech community. The AI-powered chatbot's ability to write impressive code has freaked out programmers and caught the attention of some tech CEOs. Some companies have already begun incorporating the technology into everyday workflows.

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UCLA Researchers Propose PhyCV: A Physics-Inspired Computer Vision Python Library

Marktechpost

Artificial intelligence is making noteworthy strides in the field of computer vision. One key area of development is deep learning, where neural networks are trained on huge datasets of images to recognize and classify objects, scenes, and events. This has resulted in significant improvements in image recognition and object detection. Integrating computer vision with other technologies is opening various gates to new potentials and scopes for AI.

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What Kind of Danger Does AI Really Pose?

Flipboard

Perhaps an AI apocalypse primarily threatens to reveal the deeply embedded coded injustices, prejudices, and fallacies in our society, so that we can …

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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AI Researchers At Mayo Clinic Introduce A Machine Learning-Based Method For Leveraging Diffusion Models To Construct A Multitask Brain Tumor Inpainting Algorithm

Marktechpost

The number of AI and, in particular, machine learning (ML) publications related to medical imaging has increased dramatically in recent years. A current PubMed search using the Mesh keywords “artificial intelligence” and “radiology” yielded 5,369 papers in 2021, more than five times the results found in 2011. ML models are constantly being developed to improve healthcare efficiency and outcomes, from classification to semantic segmentation, object detection, and image gen

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As companies debut AI offerings at a breakneck pace, consumer concerns grow

Flipboard

As commercial interest in generative AI continues to grow, companies still have to overcome consumer concerns. According to new research from Gartner , 64% of marketers surveyed said they’re already deploying or piloting various types of AI or machine learning tools. Meanwhile, 53% of consumers think generative AI will “strongly or somewhat negatively impact society.

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Top Image Processing Python Libraries

Marktechpost

Computer vision is a branch of artificial intelligence (AI) that allows computers and systems to extract useful information from digital photos, videos, and other visual inputs and initiate actions or make recommendations based on that data. Image processing, which is the phenomenon of manipulating or editing, or performing some operations on an image to extract features from it, is required to extract this information.

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New language in California’s privacy law would radically increase consumers’ power over AI

Flipboard

Under proposed regulatory language, California consumers could soon refuse automated decisions in areas like housing, education, and employment.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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OpenAI GPT-3.5 and GPT-4 Evaluation: Are Language Models Like GPT-3.5 and GPT-4 Getting Worse?

Mlearning.ai

An In-depth Analysis of the Performance and Behavior of GPT-3.5 and GPT-4 Over Time Continue reading on MLearning.

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3 Ways Artificial Intelligence is Impacting Sports Betting

Flipboard

With AI seemingly all over the place, Boardroom breaks down a few ways in which the sports betting industry has incorporated the technology.

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Now Generally Available: All users can now establish a connection to Fivetran via Partner Connect

databricks

We're thrilled to announce the general availability of Fivetran access in Partner Connect for all users. This innovation makes it 10x easier for.

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Google Bard reveals ‘biggest AI danger for humanity’ and issues stark ‘nuclear war’ warning

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GOOGLE Bard has predicted how artificial intelligence could pose a risk to humanity. Bard is a natural language chatbot powered by artificial intelligence – similar to OpenAI’s ChatGPT.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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The Improved Databricks Navigation is Enabled for Everyone

databricks

Starting today, all users will experience a new and improved navigation experience when using the Databricks UI. The changes will impact three surfaces.

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16 AI Tools to Speed Up Your Work

Flipboard

0 Shares Motion is a clever tool that uses AI to create daily schedules that account for your meetings, tasks, and projects.

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Resolving the Mixing Time of the Langevin Algorithm to its Stationary Distribution for Log-Concave Sampling

Machine Learning Research at Apple

Sampling from a high-dimensional distribution is a fundamental task in statistics, engineering, and the sciences. A canonical approach is the Langevin Algorithm, i.e., the Markov chain for the discretized Langevin Diffusion. This is the sampling analog of Gradient Descent. Despite being studied for several decades in multiple communities, tight mixing bounds for this algorithm remain unresolved even in the seemingly simple setting of log-concave distributions over a bounded domain.