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Computer vision empowers machines to interpret and analyze visual data, transforming pixels into actionable insights with AI-driven precision.

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Deep
Deep learning delves beyond surface patterns, uncovering hidden complexities in data through layered neural networks that mimic human intuition.

Natural
Natural intelligence thrives in harmony with chaos, blending instinct and adaptation in ways artificial minds strive to replicate.

Robotics
Robotics merges precision and autonomy, turning gears into intelligence and code into motion—reshaping industries one algorithm at a time.

Computer Vision
Computer vision empowers machines to interpret and analyze visual data, transforming pixels into actionable insights with AI-driven precision.

Generative
Generative AI breathes digital creativity into existence, crafting art, code, and ideas from the raw silence of algorithms.

Expert System
Expert systems harness rule-based logic to emulate human decision-making, transforming structured knowledge into precise, automated intelligence.
Featured Your Latest Articles
- The Role of Data Annotation in Training AI for Early Disease DetectionNovember 19, 2024 6 min read By Cogito Tech. 27 views The advancement of AI in recent years is transformative in many respects, including one which holds much promise for the delivery of important health benefits: the healthcare sector. In such a scenario early disease detection is potentially an area where AI is likely to … Read more
- HelloYou unveils Skanna, a barcode scanner with a twistFor many consumers, deciphering the truth about products feels like solving a riddle. Complex ingredient lists, vague claims, and limited transparency make it nearly impossible to know what you’re really buying—or how it aligns with your health, safety, and values. This growing demand for clarity has inspired HelloYou, a developer known for creating apps that … Read more
- The Ultimate Guide to Bulletproof Security TestingHey, security enthusiasts!👋 In today’s connected world, security testing is more important than ever. Whether you’re safeguarding a small website or a large corporate network, security testing ensures that systems are safe from threats, protecting sensitive information from hackers and malicious attacks. This guide explores the fundamentals of security testing, including why it’s essential and … Read more
- How AI is Transforming Recruiting for a Better FutureLet’s face it—hiring today is more complex and competitive than ever. Recruiters aren’t just tasked with filling roles; they’re expected to do so quickly, efficiently, and inclusively, all while delivering exceptional candidate experiences. Traditional methods often fall short, leaving recruiters struggling to manage high volumes of applications and identify the right talent.
- Data Machina #247 – Data MachinaThe New Breed of Open Mixture-of-Experts (MoE) Models. In a push to beat the closed-box AI models from the AI Titans, many startups and research orgs have embarked in releasing open MoE-based models. These new breed of MoE-based models introduce many clever architectural tricks, and seek to balance training cost efficiency, output quality, inference performance … Read more
- Top Ways Students Can Use an AI Chatbot for Smarter Study SessionsIntroduction Education is evolving, and with the rise of Artificial Intelligence (AI), students are discovering innovative tools to make their study sessions smarter and more effective. Among these tools, Yatter, an advanced AI chatbot, stands out as a versatile assistant. Whether it’s simplifying lengthy content, conducting research, or solving homework problems, Yatter helps students stay … Read more
- “Stanford kartlägger världens AI-utveckling i unikt rankingverktygStanford Institute for Human-Centered AI har lanserat ett nytt verktyg, Global AI Vibrancy Tool, som rankar 36 länders AI-utveckling baserat på 42 indikatorer inom områden som forskning, ekonomi och politik. Verktyget avslöjar att USA leder AI-utvecklingen globalt, följt av Kina och Storbritannien, och ger värdefulla insikter för beslutsfattare, företagsledare och allmänheten om den snabbt föränderliga … Read more
- Clarifai 10.10: Compute Orchestration [Private-Preview]This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the release notes. Compute Orchestration [Private Preview] Clarifai’s new Compute Orchestration system provides you with an efficient way to deploy inference workloads on any compute, in any bare metal, or cloud environment. This feature is currently in Private Preview. … Read more
- Marek Rosa – dev blog: AI People: Update 0.2.0aOur second content addition update named “The Sitting Pretty Update” comes to AI People server on October 24, 2024. This Update brings brand new interaction feature, a plethora of new characters to the game, and several other features and changes. New Characters We made plenty of changes to the list of playable characters in the … Read more
- Unbundling the Graph in GraphRAG – O’ReillyOne popular term encountered in generative AI practice is retrieval-augmented generation (RAG). Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. The haphazard results may be entertaining, although not quite based in fact. RAG provides a way … Read more
- How Hybrid AI is Transforming the Claims Process – expert.aiIn the fast-paced world of insurance, handling claims is both an art and a science. The goal is not just to process claims faster but to do so with precision, prioritizing critical information that directly impacts outcomes. However, claims professionals are often flooded with mountains of documents, making it nearly impossible to manually sift through … Read more
- The Turing Lectures: Can we trust AI? – with Abeba BirhaneThe Turing Lectures series features influential figures from the world of data science and artificial intelligence. The latest lecture, which took place in October, was given by Dr Abeba Birhane, Senior Fellow in Trustworthy AI at Mozilla Foundation, and Adjunct Lecturer/Assistant Professor at the School of Computer Science and Statistics at Trinity College Dublin, Ireland. … Read more
- Introduction to Experimental AI Epistemology by Monica AndersonCopied from my main site: Experimental epistemology is the use of the experimental methods of the cognitive sciences to shed light on debates within epistemology, the philosophical study of knowledge and rationally justified belief. Some skeptics contend that ‘experimental epistemology’ (or ‘experimental philosophy’ more generally) is an oxymoron. If you are doing experiments, they say, … Read more
- The new data frontier: Next-generation AI technologies and synthetic dataData scarcity, privacy and bias are just a few reasons why synthetic data is becoming increasingly important. In this Q&A, Brett Wujek, Senior Manager of Product Strategy at SAS, explains why synthetic data will redefine data management and speed up the production of AI and machine learning models while cutting costs and driving innovation. Get … Read more
- 📨 Top 15 AI Newsletters to Follow in 2024 DLabs.AIIn the era of AI it is essential to stay up-to-date with the latest developments. But with so much information out there, how do you sift through the noise and find the insights that truly matter? If you want to stay updated with the latest AI advancements, subscribing to AI newsletters offers a quick and … Read more
- Personalized AI-driven customer experiences – Artificial Intelligence +Introduction Modern brands and businesses are tapping into the power of Artificial Intelligence (AI) to create personalized customer experiences that elevate engagement, driving customer satisfaction and business growth. Personalized AI-driven customer experiences involve leveraging AI tools and algorithms to tailor interactions with consumers based on unique user behavior, preferences, and past activities. From recommendation engines … Read more
- From Weeks to Days: AI-Powered Precision in Loan AutomationFrom Weeks to Days: AI-Powered Precision in Loan Automation5 min read Reading Time: 4 minutes The old-school, paper-heavy loan processing methods are like using a flip phone in the age of smartphones—outdated and frustrating. Customers today want their loans approved faster than they can brew a cup of coffee, and frankly, who can blame them? … Read more
- What Can We Learn About the State of News Audiences in ANZ?object(WP_Post)#7057 (24) { [“ID”]=> int(35151) [“post_author”]=> string(2) “36” [“post_date”]=> string(19) “2024-10-16 22:29:38” [“post_date_gmt”]=> string(19) “2024-10-16 22:29:38” [“post_content”]=> string(10781) “ It’s become a truism to state that local journalism is in decline. But that story has been complicated by a new form of socially conscious ‘start-up’ publication cropping up across both ANZ and the wider world. … Read more
- How AI is Revolutionizing Business Credit Repair – AI Time JournalImage credits: Unsplash Maintaining strong business credit is crucial for companies of all sizes. However, keeping business credit reports error-free and optimized is no small task. Most of us can relate to the frustration that comes with repairing credit. Between unpacking reports and disputing errors, it’s easy to feel overwhelmed navigating the process alone. The … Read more
- A causal theory for studying the cause-and-effect relationships of genes | MIT NewsBy studying changes in gene expression, researchers learn how cells function at a molecular level, which could help them understand the development of certain diseases. But a human has about 20,000 genes that can affect each other in complex ways, so even knowing which groups of genes to target is an enormously complicated problem. Also, … Read more
- Mastering Data Labeling: A Practical GuideMachine learning (ML) models require enormous amounts of high-quality annotated data for training. Getting the data labeled quickly and accurately is not easy. And if you are thinking of doing it yourself (in-house), well, manually labeling is time-consuming and labor-intensive. Since the data labeling is considered a foundation step for a successful AI model. Businesses … Read more
- Chasing AI’s value in life sciencesGiven rising competition, higher customer expectations, and growing regulatory challenges, these investments are crucial. But to maximize their value, leaders must carefully consider how to balance the key factors of scope, scale, speed, and human-AI collaboration. The early promise of connecting data The common refrain from data leaders across all industries—but specifically from those within … Read more
- Pushing the frontiers of audio generationTechnologies Published 30 October 2024 Authors Zalán Borsos, Matt Sharifi and Marco Tagliasacchi Our pioneering speech generation technologies are helping people around the world interact with more natural, conversational and intuitive digital assistants and AI tools. Speech is central to human connection. It helps people around the world exchange information and ideas, express emotions and … Read more
- The Future of Adult Content CreationDisclaimer: The content on this page is for adults 18+ only. By entering this page, I recognise that I am at least 18 years old. Learn more Who is Createporn For? Createporn is tailored for a diverse audience that includes content creators, adult entertainment marketers, and hobbyists alike. Whether you’re an artist looking to experiment … Read more
- Demystifying Structured and Unstructured Data in Healthcare: Unlocking the Potential of EHR, Medical Imaging, and Predictive AnalyticsThe subconscious visuals of healthcare data scientists and analysts at work involve neatly organized spreadsheets, algorithms, programming languages processing data, and visualization tools that churn out colorful graphs and charts. and similar. However, this is far from reality. In reality, data scientists grapple with one element on a daily basis – unstructured data. The big … Read more
- AI Trends Every Business Leader Should KnowArtificial intelligence is transforming the business landscape at a pace never witnessed before, and it is not over yet. As we enter 2024, staying up-to-date on the latest trends is good for business leaders but essential if they want to maintain a competitive edge. Here are some AI trends that every business leader should know: … Read more
- Data Machina #248 – Data MachinaJailbreaking AI Models: It’s easy. Hundreds of millions of dollars have been thrown at AI Safety & Alignment over the years. Despite that, jailbreaking LLMs in April 2024 is easy. Oddly enough, as the LLM models become more capable and sophisticated, the jailbreaking attacks are becoming easier to perform, more effective, and frequent. Gary Marcus … Read more
- Marek Rosa – dev blog: My review of 2023 & Plans and predictions for 2024As each new year dawns, I take time to reflect on the accomplishments of the past year and set my sights on goals for the upcoming one. This year, for the first time, I’m excited to include my global predictions for 2024. For those interested in revisiting last year’s review and plans (2022/23), you can … Read more
- A Young Lady’s Illustrated PrimerBoth the Science Fiction and Artificial Intelligence communities have, for decades, predicted the arrival of a personal chatbot style dialog-competent AI that you can access any time you wish for as long as you wish, possibly for all hours you are awake. One obvious implementation is to provide a phone number that anyone can speed-dial … Read more
- AfriClimate AI participation at the Deep Learning Indaba 2024: from a spark to a community, leading AI for climate actionThe Deep Learning Indaba participants, in Dakar, Senegal 1-7 September 2024. The Deep Learning Indaba 2024 was not just another event for us—it was a reunion. For AfriClimate AI, the Indaba represents our birthplace. It was at the Indaba 2023 in Accra, Ghana, that a pivotal conversation ignited a movement, sparking the creation of AfriClimate … Read more
- Dangers Of AI – Misinformation And ManipulationIntroduction: AI’s Role in Misinformation and Manipulation Artificial intelligence drastically alters the societal landscape, far surpassing its role as a mere technological innovation. The ubiquitous presence of AI-generated content on social media elevates the risk of manipulation to unprecedented levels. No longer confined to experts, these potent tools are now within the reach of the … Read more
- 3 Questions: Should we label AI systems like we do prescription drugs? | MIT NewsAI systems are increasingly being deployed in safety-critical health care situations. Yet these models sometimes hallucinate incorrect information, make biased predictions, or fail for unexpected reasons, which could have serious consequences for patients and clinicians. In a commentary article published today in Nature Computational Science, MIT Associate Professor Marzyeh Ghassemi and Boston University Associate Professor Elaine … Read more
- Creating digital elevation models from open dataA Digital Elevation Model (DEM) represents the elevation of the Earth’s surface as a grid of elevation values. It serves as essential tools for understanding the Earth’s topography, hydrology, and landforms. Researchers, geologists, and environmental scientists rely on DEMs for various purposes, including terrain analysis, flood modeling, and urban planning. Creating a DEM using open-source … Read more
- To understand the risks posed by AI, follow the money – O’ReillyLearn faster. Dig deeper. See farther. Time and again, leading scientists, technologists, and philosophers have made spectacularly terrible guesses about the direction of innovation. Even Einstein was not immune, claiming, “There is not the slightest indication that nuclear energy will ever be obtainable,” just ten years before Enrico Fermi completed construction of the … Read more
- Understanding Maximum Likelihood Estimation in Supervised LearningThis article demystifies the ML learning modeling process under the prism of statistics. We will understand how our assumptions on the data enable us to create meaningful optimization problems. In fact, we will derive commonly used criteria such as cross-entropy in classification and mean square error in regression. Finally, I am trying to answer an … Read more
- 5 GPT Limitations Every Manager Must Know: Cookie Monster ChecklistChatGPT has taken the world by storm. It’s no wonder that business owners across industries are eager to put it to work. They’ve likely read a few articles, tried it out on a simple example, then gotten super excited about an idea and said, “Let’s do it! Let’s plug GPT into our system!” Sounds reasonable, … Read more
- Google DeepMind at ICLR 2024Research Published 3 May 2024 Developing next-gen AI agents, exploring new modalities, and pioneering foundational learning Next week, AI researchers from around the globe will converge at the 12th International Conference on Learning Representations (ICLR), set to take place May 7-11 in Vienna, Austria. Raia Hadsell, Vice President of Research at Google DeepMind, will deliver … Read more
- Reflecting on 2024: The Year in AI So FarAs we approach the midpoint of 2024, it’s clear that artificial intelligence (AI) is continuing to drive profound technological and societal transformations. AI developments this year have drastically changed a number of industries, affecting international cooperation and competition. This blog examines the major discoveries in AI, their applicability in various industries, and the broader implications … Read more
- Data Machina #249 – Data MachinaGenerative AI Music. In the last year or so, Generative AI Music has improved massively. Although early days, today you can generate some pretty decent, short duration music of all kinds with AI. If you like creating music and AI, here is a list of interesting Generative AI music stuff. Facebook AIR MusicGen. Probably one … Read more
- 10 Best AI Cover Letter Generators (October 2024)Artificial Intelligence is being integrated throughout the job application process, and cover letters are no exception. As these documents remain crucial for showcasing personality and fit, AI-powered generators are emerging as valuable tools. These tools leverage advanced algorithms to create personalized, ATS-friendly cover letters in minutes, helping job seekers craft compelling narratives that resonate with … Read more
- What is Voice Recognition: How it Works, Advantages, ExampleMarket Size: In less than 20 years, voice recognition technology has grown phenomenally. But what does the future hold? In 2020, the global voice recognition technology market was about $10.7 billion. It is projected to skyrocket to $27.16 billion by 2026 growing at a CAGR of 16.8% from 2021 to 2026. What is Voice Recognition and … Read more
- How to convert PDF to CSV?PDFs are a great choice for viewing, sharing and preserving data – the perfect file format to lock in data. But extracting data from PDFs for further processing or data analysis can be extremely challenging. This is one of the main reasons that PDF documents are often converted to the CSV (Comma-Separated Values) format. It’s … Read more
- Why Do AIs Lie?Zeroth Principles can clarify many issues in the ML/AI domain. As discussed in a previous post, Epistemology is normally an armchair discipline, like the rest of Philosophy. It has only lately become accessible to experiments because we can use various Machine Learning models to test our hypotheses. I would like to introduce three statements in … Read more
- Dangers Of AI – Unintended ConsequencesIntroduction – AI and Unintended Consequences AI and unintended consequences go hand in hand. Artificial Intelligence (AI) is undeniably transformative, offering revolutionary prospects across diverse industries. Its capabilities range from simplifying mundane tasks to solving complex problems that baffle human intelligence. However, the rapid growth of machine learning and neural networks also brings a host … Read more
- The Role of AI in Marketing | Yatter AIIntroduction Technology is changing everything in today’s world, including marketing. Artificial Intelligence (AI) is a big part of this change. It helps in many ways, like analyzing data to understand customers better, predicting what they might like, and even chatting with them online. AI in marketing has lots of benefits. It can save time by … Read more
- Drone racing drives AI innovation for space explorationResearchers at Delft University of Technology’s (TU Delft) are utilizing drone racing to test neural-network-based AI systems intended for future space missions. This innovative research was a collaboration between the European Space Agency’s (ESA) Advanced Concepts Team and the Micro Air Vehicle Laboratory (MAVLab) at TU Delft. The project aims to explore the use of … Read more
- What We Learned from a Year of Building with LLMs (Part I) – O’ReillyLearn faster. Dig deeper. See farther. It’s an exciting time to build with large language models (LLMs). Over the past year, LLMs have become “good enough” for real-world applications. The pace of improvements in LLMs, coupled with a parade of demos on social media, will fuel an estimated $200B investment … Read more
- Vision Language models: towards multi-modal deep learningMultimodal learning refers to the process of learning representations from different types of modalities using the same model. Different modalities are characterized by different statistical properties. In the context of machine learning, input modalities include images, text, audio, etc. In this article, we will discuss only images and text as inputs and see how we … Read more
- F5-TTS: A Fully Non-Autoregressive Text-to-Speech System based on Flow Matching with Diffusion Transformer (DiT)The current challenges in text-to-speech (TTS) systems revolve around the inherent limitations of autoregressive models and their complexity in aligning text and speech accurately. Many conventional TTS models require complex elements such as duration modeling, phoneme alignment, and dedicated text encoders, which add significant overhead and complexity to the synthesis process. Furthermore, previous models like … Read more
- Marek Rosa – dev blog: Introducing GoodAI LTM BenchmarkAs part of our research efforts in the area of continual learning, we are open-sourcing a benchmark for testing agents’ ability to perform tasks involving the advanced use of the memory over very long conversations. Among others, we evaluate the agent’s performance on tasks that require dynamic upkeep of memories or integration of information over … Read more