Sun.Oct 08, 2023

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AI in the military: Gen. Milley on the future of warfare

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Former chairman of the Joint Chiefs of Staff Gen. Mark Milley told 60 Minutes that AI and robotics will rapidly change the character of war—and warns the U.S. must be prepared.

Robotics 181
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AI Engineer Summit - Building Blocks for LLM Systems & Products

Eugene Yan

I give one talk a year and in 2023 this is that talk.

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These books are being used to train AI. No one told the authors

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CNN — Almost 200,000 books are being used to train artificial intelligence systems by some of the biggest companies in technology. The problem? No one told the authors.

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Google DeepMind Researchers Introduce Promptbreeder: A Self-Referential and Self-Improving AI System that can Automatically Evolve Effective Domain-Specific Prompts in a Given Domain

Marktechpost

Large Language Models (LLMs) have gained a lot of attention for their human-imitating properties. These models are capable of answering questions, generating content, summarizing long textual paragraphs, and whatnot. Prompts are essential for improving the performance of LLMs like GPT-3.5 and GPT-4. The way that prompts are created can have a big impact on an LLM’s abilities in a variety of areas, including reasoning, multimodal processing, tool use, and more.

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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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Anthropic announces key breakthrough in understanding behavior of artificial neural networks - SiliconANGLE

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Artificial intelligence startup Anthropic PBC says it has come up with a way to get a better understanding of the behavior of the neural networks that power its AI algorithms.

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The risks and promise of artificial intelligence, according to the "Godfather of AI" Geoffrey Hinton

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The man who helped set today's AI advancements in motion wants governments, companies and developers to carefully consider the best ways to safely …

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Google DeepMind Introduces Direct Reward Fine-Tuning (DRaFT): An Effective Artificial Intelligence Method for Fine-Tuning Diffusion Models to Maximize Differentiable Reward Functions

Marktechpost

Diffusion models have revolutionized generative modeling across various data types. However, in practical applications like generating aesthetically pleasing images from text descriptions, fine-tuning is often needed. Text-to-image diffusion models employ techniques like classifier-free guidance and curated datasets such as LAION Aesthetics to improve alignment and image quality.

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Altana using AI to map and analyze global supply chain with launch of next-gen Atlas

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Artificial intelligence (AI) startup Altana launched its next-generation Atlas this week which provides a dynamic map of the global supply chain for businesses, governments and logistics firms looking to monitor the supply chain. New York-based Altana has worked with U.S.

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BrainChip Unveils Second-Generation Akida Platform for Edge AI Advancements

Marktechpost

In an era marked by an insatiable appetite for artificial intelligence (AI) capabilities, BrainChip, a pioneer in neural network processors, has taken a significant stride towards empowering edge devices with unprecedented processing power. The company’s latest unveiling, the second-generation Akida platform, represents a groundbreaking leap in the realm of Edge AI, delivering the potential to liberate devices from cloud dependency.

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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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Distant Objects Show Solar System Extends Further Than We Knew

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A new method for scanning telescope images for the faintest signs of rock far beyond Pluto has uncovered evidence that our Solar System's disc of material extends far further into interstellar space than we thought.

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Stanford Researchers Propose MAPTree: A Bayesian Approach to Decision Tree Induction with Enhanced Robustness and Performance

Marktechpost

Decision trees are a popular machine learning algorithm that can be used for both classification and regression tasks. They operate by recursively dividing the dataset into subsets according to the most important property at each node. A tree structure illustrates the decision-making process, with each internal node designating a choice based on an attribute, each branch standing for the choice’s result, and each leaf node for the result.

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Small Business Tech Roundup: ChatGPT Will Now Use Current Data

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Here are five things in tech that happened this week and how they affect your business. Did you miss them? 1 – ChatGPT can finally get up-to-date answers from the internet – here's how. ChatGPT, the popular chatbot from OpenAI, can now retrieve accurate up-to-date information.

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Researchers from ITU Denmark Introduce Neural Developmental Programs: Bridging the Gap Between Biological Growth and Artificial Neural Networks

Marktechpost

The human brain is an extraordinarily complex organ, often considered one of the most intricate and sophisticated systems in the known universe. The brain is hierarchically organized, with lower-level sensory processing areas sending information to higher-level cognitive and decision-making regions. This hierarchy allows for the integration of knowledge and complex behaviors.

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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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5 Things CEOs Need To Know About ChatGPT And Generative AI

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OBSERVATIONS FROM THE FINTECH SNARK TANK If you’ve been to any industry conferences this year, you know that ChatGPT and Generative AI—and artificial intelligence, in general—dominate the agendas. Too much of the content, however, is preachy and vacuous—e.g.

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Breaking Boundaries in 3D Instance Segmentation: An Open-World Approach with Improved Pseudo-Labeling and Realistic Scenarios

Marktechpost

By providing object instance-level classification and semantic labeling, 3D semantic instance segmentation tries to identify items in a given 3D scene represented by a point cloud or mesh. Numerous vision applications, including robots, augmented reality, and autonomous driving, depend on the capacity to segment objects in the 3D space. Following advancements in the sensors used to collect depth data, several datasets with instance-level annotations have been described in the literature.

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And that’s how it all started: AI managed to design a robot that walks — from scratch, and in less than 60 seconds

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Scientists have condensed billions of years of evolution into a flash with an AI that has created a miniature walking robot from scratch.

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The Most Obvious Secret in AI: Every Tech Giant Will Build Its Own Chips

TheSequence

Created Using Ideogram Next Week in The Sequence: Edge 333: Our series about fine tuning continues with an exploration of the popular parameter efficient tuning(PEFT) technique. We review the original PEFT paper and the Ray Train frameork. Edge 334: We review 4 new AI compilers released by Microsoft. You can subscribe below: TheSequence is a reader-supported publication.

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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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A tiny startup has helped Intel trounce AMD and Nvidia in critical AI tests — is it game over already?

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Numenta has demonstrated that Intel Xeon CPUs can vastly outperform the best CPUs and best GPUs on AI workloads by applying a novel approach to …

AI 163
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Product Walk Through: FleetAI, Dentons’ Gen AI Platform

Artificial Lawyer

Dentons’ fleetAI is a good example of what is happening with generative AI in the legal sector. Moreover, it will soon be licensed out to the global firm’s clients.

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Bing Image Creator users are doing some. interesting things with new DALL-E 3 upgrade

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AI generated images must be stopped. The internet continues to test the limits of artificial intelligence and the human capacity for absurdity, as users flocked online to share their outputs of the latest Bing Image Creator upgrade. Quietly announced on Sept.

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Meet SynthIA (Synthetic Intelligent Agent) 7B-v1.3: A Mistral-7B-v0.1 Model Trained on Orca Style Datasets

Marktechpost

SynthIA-7B-v1.3 is a seven-billion-parameter large language model (LLM). It is actually Mistral-7B-v0.1 model trained on Orca-style datasets and is now proficient at following directions and conducting in-depth discussions. SynthIA-7B-v1.3 is completely unrestricted and can be put to many different uses, such as: Text creation, language translation, generating original content, and providing insightful responses to questions are all within the scope of this skill set.

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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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Images that Bing Image Creator won't create

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And what that means for for AI trust and safety in practice Like all the big AI companies, Bing's Image Creator software has a content policy that …

AI 139
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Azure ML: start experimenting with Hugging Face models in minutes!

Julien Simon

In this video, I show you how to deploy Hugging Face models in one click on Azure, thanks to the model catalog in Azure ML Studio. Then, I run a small Python example to predict with the model. [link] To get started, you simply need to navigate to the Azure ML Studio website and open the model catalog. Then, you can click on a model to select it. This will initiate the setup process, which takes care of all the required infrastructure for you.

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Is AI the End of the Shark Tank as We Know It? How Artificial Intelligence is Revolutionizing Capital Raising

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• AI is reshaping capital raising, making it data-driven and accessible, leveling the playing field for startups. • Diversity in VC is a pressing issue.

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Creating your whole codebase at once using LLMs – how long until AI replaces human developers?

deepsense.ai

A comprehensive review of the state of the art in terms of code-writing agents. We compare the existing solutions and explain how they work behind the scenes. Introduction While the concept of AI agents has been around for decades, it is undeniable that recent advancements in Large Language Models (LLMs) have revolutionized this field, opening up a whole new realm of possibilities and applications.

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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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What Is No-Code AI and How Do You Use It?

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Fascinated by the promise of AI, but not sure where to start? A no-code solution can help introduce you to the field.

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Visual Walkthrough for Vectorized BERTScore to Evaluate Text Generation

Towards AI

Last Updated on October 9, 2023 by Editorial Team Author(s): David R. Winer Originally published on Towards AI. BERTScore visual walkthrough AI-based text generation has clearly entered the mainstream. From automated writing assistants, to legal document generation, marketing content generation, email writing, and more, there’s no shortage of commercial use cases where transformer models are succeeding.

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NeuralBox iPhone app gives you AI-powered photographic memory

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I knew I had a problem even before discovering this handy iPhone camera app that can practically put AI photographic memory in my pocket.

AI 118