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The AI industry is moving beyond the simple strategy of increasing model size and data. As we hit limits in performance gains, research is shifting toward more innovative approaches, such as test-time compute and synthetic data generation. This transition will change product development dynamics, emphasizing efficiency and thoughtful application over just larger models.
This article discusses a study exploring how visual generative AI (genAI) influences ad performance. It found that ads created from scratch by genAI outperformed human-made ads in click-through rates, while modified ads showed no significant improvement. Notably, labeling ads as AI-generated decreased consumer interest significantly.
The article discusses various open problems in machine learning inspired by a graduate class. It critiques current methodologies, emphasizing the need for a design-based perspective, better evaluation methods, and innovations in large language models. The author encourages researchers to explore these under-addressed areas.
Google has updated its Gemini Deep Think AI model to improve its capabilities in math and science. The model can now assist researchers in transitioning from theoretical concepts to practical applications, following collaboration with scientists.
Yonoo is a versatile platform that allows users to chat, share images, and upload videos, all powered by smart AI routing. It offers up to 50 chats, 10 images, and 3 videos per week for free. The tool aims to streamline writing, research, and learning in one place.
This article discusses how AI has transformed research from a tool into a cognitive environment, influencing exploration, collaboration, and responsibility. It emphasizes the need for deliberate use of AI, focusing on iterative refinement and active judgment while maintaining traditional research standards.
OpenAI has launched a shopping research feature in ChatGPT that helps users find the best products based on their specific needs. By answering clarifying questions and pulling information from reliable sources, it generates personalized buying guides. This feature is available for all ChatGPT users during the holiday season.
The article discusses the merging of AI and blockchain technologies, emphasizing how AI agents are evolving to operate on decentralized networks. It highlights the potential for these agents to manage digital assets and collaborate across various platforms, suggesting significant opportunities in 2025.
This article argues that claims of a dramatic decline in SEO traffic are exaggerated. It presents evidence showing that organic traffic is down only slightly and critiques flawed research methods that suggest otherwise. The analysis is based on a comprehensive study of over 40,000 websites.
This article discusses the importance of monitoring the internal reasoning of AI models, rather than just their outputs. It outlines methods for evaluating how effectively this reasoning can be supervised, especially as models become more complex. The authors call for collaborative efforts to enhance the reliability of this monitoring as AI systems scale.
Portugal's revised cybercrime law creates a legal safe harbor for security researchers acting in good faith. Researchers can now engage in certain hacking activities without fear of prosecution, provided they meet specific conditions, such as reporting vulnerabilities promptly and not seeking financial gain.
This article explains how exclamation points can make your emails seem friendlier and more engaging. It highlights when to use them—like in casual conversations—and when to avoid them, such as in assertive or analytical contexts. The research indicates they enhance warmth without sacrificing perceived competence.
A recent study found that over 90% of participants could not reliably distinguish between real and AI-generated videos. The findings highlight the impressive advancements in AI video generation, particularly with the Gen-4.5 model, and raise concerns about the implications for video authenticity and trust.
Meta's Bug Bounty Program marked its 15th anniversary, awarding over $4 million in bounties this year alone, totaling more than $25 million since its start. The program is expanding with a new pilot for experienced researchers and highlighting significant findings, including vulnerabilities in WhatsApp and Oculus.
Microsoft is forming the MAI Superintelligence Team, led by Mustafa Suleyman, to conduct advanced AI research focused on practical applications. The team aims to develop technology that serves humanity and addresses specific challenges in areas like education, medicine, and renewable energy. Suleyman emphasizes that the goal is not to create an undefined superintelligence but to ensure controlled, useful advancements.
The article examines the slowdown in productivity growth and challenges the common belief that we are running out of innovative ideas. It argues that while research efforts have increased, barriers to commercialization are hindering the translation of these innovations into economic gains. Thus, the issue lies more in market inefficiencies than in the generation of new ideas.
Kimi's Agent Swarm transforms AI from a single-agent model into a self-organizing network that can autonomously manage tasks and delegate responsibilities. This system utilizes multiple sub-agents to conduct parallel research, synthesize information, and produce comprehensive reports, enhancing efficiency and reducing groupthink.
This article outlines various ways Claude can assist with tasks like research, financial planning, document organization, and team collaboration. It highlights specific features of Claude Opus 4.6 and Cowork to improve efficiency and insights across different scenarios.
This article analyzes the strengths and weaknesses of GPT-5.1 Pro and Gemini 3 as AI tools for coding and problem-solving. While GPT-5.1 Pro excels in backend tasks and detailed research, Gemini 3 is preferred for speed and frontend work. The author emphasizes the need for better integration of GPT-5.1 Pro into development environments.
This article explores common pitfalls in the design process where marketers overload designers, leading to missed deadlines and frustration. It offers insights from over 100 hours of research on how successful companies streamline collaboration and improve workflows between teams.
The article discusses a study on how AI models can be manipulated to create phishing emails that target elderly individuals. Conducted in partnership with Reuters, the research found that 11% of participants fell for at least one phishing attempt, highlighting the growing threat of AI in scams. The authors also address the broader implications of AI misuse in fraud.
This article explores the disparity between advancements in robotics research and actual deployment in production environments. Despite significant progress in robotic capabilities, most robots in use remain preprogrammed for specific tasks, highlighting challenges in transferring research innovations to real-world applications.
Google has released the Gemini Deep Research agent, which allows developers to integrate advanced research capabilities into their applications. This agent is designed for complex information tasks, improving web search and generating detailed reports while minimizing errors. A new benchmark, DeepSearchQA, has also been introduced to enhance the evaluation of research agents.
NotebookLM now includes Deep Research, a tool that automates online research by generating detailed reports and recommending sources based on user input. It also supports various file types, allowing users to incorporate data from Google Sheets, images, PDFs, and Word documents directly into their research workflow.
Researchers have developed a finger-prick blood test that can detect biomarkers associated with Alzheimer’s disease. The test uses dried blood samples on paper cards, making it easier and more accessible compared to traditional methods. This approach eliminates the need for needles and complex lab procedures.
This article introduces a tool called Nano Banana Pro that helps you make visually appealing slides in a short time. It highlights two options: a deep research format taking 30-60 minutes and a quicker visual format that takes 5-10 minutes. The service aims to streamline the slide creation process.
The article examines research linking air pollution to increased risks of dementia. It highlights findings from studies showing that higher levels of certain pollutants correlate with cognitive decline and brain damage, particularly in aging populations. The piece features insights from medical professionals and case studies on patients affected by these issues.
Researchers have reported promising results for a potential "functional" cure for HIV, allowing some patients to maintain undetectable virus levels without ongoing antiretroviral treatment. Two recent trials demonstrated that engineered antibodies can help the immune system control HIV long-term. Scientists are now planning larger trials to refine these treatments.
Google is developing a multi-agent system in Gemini for Enterprise that generates and evaluates ideas through a tournament-style process. Users can receive up to 100 ranked ideas based on specified topics and criteria. The system also includes specialized agents like "Co-scientist," aimed at aiding research and scientific inquiries.
Chaos AI is an AI-powered tool designed to provide deep insights into the crypto market, leveraging years of data and analysis techniques. It enables users to get hedge fund-quality analysis, generate research reports, and verify information quickly, addressing the data asymmetry in the fast-paced crypto environment.
The article explores the fundamentals of lab robotics, distinguishing between box robots and arm robots. It explains how automation can streamline lab workflows but also highlights limitations due to isolated systems and the need for manual intervention. The author's insights stem from discussions with industry experts, aiming to clarify the nuances in lab automation.
This report explores the collaboration between project and product management, highlighting the shared skills that enhance teamwork and drive success. It presents findings from research involving nearly 1,400 professionals, underscoring the importance of effective communication and role clarity in achieving project outcomes.
Louis Andre, backed by investors like Sam Altman and Masayoshi Son, is launching Episteme to create a modern-day research hub similar to Bell Labs. The initiative seeks to free scientists from grant-writing and bureaucratic pressures, allowing them to focus on groundbreaking research across various fields. The goal is to foster innovation and produce commercially viable products.
Gregg Bernstein shares practical advice on creating effective surveys that gather useful information while enhancing the user experience. He outlines what to do, what to avoid, and emphasizes the importance of clear communication in survey design.
This article outlines a systematic approach to finding UX jobs. It emphasizes assessing your readiness, tailoring applications, and researching companies thoroughly. It also offers strategies for handling rejection and maintaining momentum in your job search.
The article outlines the author's experiences with AI tools, particularly LLMs, in various aspects of software engineering. It covers coding, research, summarization, and writing, highlighting both the benefits and limitations of these technologies. The author shares personal insights and practical examples of how AI has changed their workflow.
Physical Intelligence, co-founded by Lachy Groom, focuses on developing general-purpose robotic intelligence through extensive data collection and testing. The company operates in an unglamorous setting, experimenting with robotic arms tackling everyday tasks while prioritizing research over immediate commercialization. With over $1 billion raised, they aim to create adaptable robotic systems for various applications.
Steve Hsu claims to have published the first theoretical physics paper inspired by AI, specifically GPT-5. The research explores new conditions for operator integrability in quantum field theory and discusses the reliability of AI in generating research insights while warning about potential errors.
This article highlights ten AI tools designed to assist creatives by handling repetitive tasks and improving efficiency. Each tool offers unique features, from summarizing meeting notes to enhancing writing, allowing professionals to focus on their core creative work.
This article compiles recent research on how artificial intelligence influences economic growth, productivity, and inflation. It includes insights from various studies and papers that analyze the potential benefits and risks associated with AI integration in the workforce and economy.
This article discusses the Chan Zuckerberg Initiative's Biohub, highlighting its efforts to revolutionize biology and health through AI. It covers their significant investments, groundbreaking research, and the development of models aimed at understanding the immune system and other complex biological processes.
The article explores Ev Fedorenko's research on the brain's language network, a specialized system that connects words with meanings. It examines how this network functions similarly to a large language model, processing language but not generating thought. Fedorenko's work highlights the biological underpinnings of language comprehension and production.
This article introduces a service that sends briefing emails before meetings, consolidating relevant emails, documents, and attendee information. It aims to eliminate the stress of scrambling for context and past discussions right before a call.
This article examines recent trends in AI software development, focusing on productivity metrics, AI tool adoption, and model growth. It highlights significant increases in code output and the performance of various AI models. Key benchmarks and research findings are also presented to inform future development strategies.
ExoPriors Scry offers a powerful research tool that allows users to query a vast corpus of over 3 billion documents using natural language. It combines SQL and vector searches, enabling deep exploration of topics across academic, social, and news sources without needing to write complex queries. Users can set alerts for new findings and leverage various operations to refine their research.
This article explores how AI is changing UX design by summarizing key findings from recent academic research. It discusses where AI is used in the design process, its advantages and drawbacks, and the perspectives of UX practitioners on integrating AI into their work.
This article details setting up a Claude instance for DeFi research, highlighting its ability to identify risks in projects like ThGold and ETHStrat. It includes instructions for replicating the setup and utilizing DeFiLlama data for thorough analysis.
This article critiques the role of UX strategists who often delay decisions with vague responses like "it depends." It highlights how this approach leads to wasted time and money, and contrasts it with more effective, action-oriented strategies.
This article discusses a Google Research case study where an LLM identified a bug in a cryptography paper on SNARGs that human reviewers missed. The authors used a detailed prompting strategy to guide the model through a rigorous review process, showcasing the potential of LLMs in academic research and audits.
Anthropic launched a tool called Anthropic Interviewer to gather insights from 1,250 professionals about their experiences with AI. The findings reveal varying perspectives on AI's role in work, highlighting optimism among general users while creatives and scientists express mixed feelings about trust and displacement.
Nathan Wang shares a 15-minute daily workflow to streamline AI research and productivity. He emphasizes building a system to manage information overload and enhance learning efficiency for busy professionals. Participants can clone his method for personal growth and AI application development.
Daniel Lemire argues that scientific progress relies heavily on the tools we create and the methods we use. He critiques the bureaucratic nature of current research, advocating for a more agile and experimental approach to foster innovation. The article emphasizes the need for balance between speed and careful, deliberate exploration in scientific endeavors.
A study shows that AI image generators often default to 12 specific photo styles, regardless of the initial prompts. When tested through a visual telephone method, the images quickly lost detail but consistently converged on these familiar motifs, described as "visual elevator music."
Researchers in Germany successfully transferred quantum information between photons from different quantum dots, marking a significant advance for long-distance quantum communication. This breakthrough addresses a key challenge in developing quantum repeaters necessary for a practical quantum internet.
Researchers are engineering quantum light to enhance communication, computing, and imaging. By controlling multiple properties of photons, they can create high-dimensional quantum states, increasing information capacity and processing efficiency. This development marks a shift from theoretical exploration to practical applications.
NitroGen is an open-source model designed for creating gaming agents that can learn from internet videos. It takes pixel input from games and predicts gamepad actions but currently has limitations, such as only processing the last frame and lacking long-term planning abilities. Users must provide their own game copies to run the model on Windows.
This article discusses a study on how Cursor's coding agent affects developer productivity. It found that experienced developers are more likely to accept agent-written code and that companies see a 39% increase in merged pull requests after adopting the agent. The findings highlight varying usage patterns between junior and senior developers.
This article explores how users interact with generative AI, highlighting the importance of AI literacy as part of digital literacy. It identifies two key skills—prompt fluency and output literacy—that impact how effectively users engage with AI tools. The research categorizes users into four types based on their experience and attitudes towards AI.
Google Gemini can now access emails and documents for deep research tasks, allowing users to create detailed reports. It integrates information from Gmail, Drive, and Chat, enabling personalized analysis and report generation. The feature is currently available on desktop, with mobile access coming soon.
Google released an upgraded version of Gemini 3 Deep Think, aimed at solving complex challenges in science and engineering. The update improves reasoning capabilities and is now available to Google AI Ultra subscribers and select researchers via an API. Early users report significant breakthroughs in fields like mathematics and materials science.
Google DeepMind plans to open its first research lab in the UK focused on discovering new materials, such as those used in batteries and semiconductors. This initiative is part of a partnership with the British government to customize AI models for various sectors, including science and education.
A new study suggests possible direct evidence of dark matter, based on gamma rays observed from the Milky Way's center. While researchers see a pattern that could indicate dark matter, they stress the need for further investigation to rule out alternative explanations.
This article discusses new research analyzing 60,000 Google fan-out queries. It highlights the implications for SEO and how companies can adjust their strategies based on the findings.
A new study suggests that blanket bans on social media for teens may not be effective. It finds that moderate use can benefit well-being, while both heavy use and total avoidance can lead to negative outcomes, particularly varying by age and gender.
Scientists found a spider web in a cave between Albania and Greece that spans about 1,140 square feet and contains roughly 111,000 spiders. Two species, usually hostile to each other, coexist there, likely due to the cave's darkness obscuring their predatory instincts. The cave's environment, rich in food and difficult to access, has allowed this unique community to thrive.
This article critiques the traditional UX design process, arguing that its linear models oversimplify the chaotic reality of product development. It advocates for adaptive workflows that prioritize user feedback and iterative design, emphasizing flexibility over rigid adherence to structured phases.
This article presents Aletheia, an AI agent designed to conduct mathematics research autonomously. It can generate and verify solutions in natural language, tackling problems from Olympiad level to PhD exercises, and has produced research papers and evaluated numerous open problems. The authors also discuss new methods for measuring AI autonomy and transparency in mathematics.
This article discusses early experiments using GPT-5 to assist scientific research across various fields, including biology and mathematics. It highlights specific case studies where the AI helped identify mechanisms, solve longstanding problems, and improve research efficiency, while also noting the importance of expert oversight.
The article discusses the merging of AI agents and blockchain technology, highlighting how autonomous AI can operate on decentralized networks. It emphasizes the potential for these agents to manage digital assets and engage in continuous opportunity-seeking. Additionally, it touches on the rise of decentralized science (DeSci) and its impact on various industries.
DeepCode is an AI platform that automates the conversion of research papers and natural language prompts into production-ready code. It excels in implementing complex algorithms and generating both front-end and back-end code while outperforming existing commercial code agents and human experts.
This article outlines how Oxide approaches the use of large language models (LLMs) in various contexts, emphasizing responsibility, rigor, empathy, teamwork, and urgency. It discusses specific applications of LLMs, such as reading, researching, editing, and writing, while highlighting potential pitfalls and the necessity of human oversight.
This article outlines critical errors in usability testing that can lead to misleading results. It details eight common mistakes, such as unclear goals and poor participant selection, and offers practical tips to improve the effectiveness of user tests.
This article details Capital One's participation in the EMNLP 2025 conference, focusing on their research in AI safety and model reliability. It highlights keynote speeches and several accepted papers that address issues like data scarcity and improving trust in large language models.
This article outlines the development of a deep research agent that leverages AI to enhance information gathering and synthesis. It discusses the challenges faced in building an effective agent harness, the importance of context management, and the evolution of models and tools to improve research capabilities.
MIT Sloan has withdrawn a paper claiming that over 80% of ransomware attacks are driven by AI after criticism from cybersecurity experts. The paper faced backlash for its lack of evidence and methodology, leading to accusations of misleading research.
The article outlines a systematic approach to writing academic papers, emphasizing the importance of starting with a title and creating a detailed outline. It details frameworks and tools that aid in maintaining structure and clarity throughout the research process.
This article explores the difficulties developers face in maintaining consistent personalities for large language models (LLMs). It highlights instances where chatbots have deviated from their intended roles and the ongoing research to improve their behavior and reliability.
Cursor has released a preview of long-running agents that can autonomously tackle complex projects. These agents demonstrate improved task completion and code quality by planning before execution and collaborating on tasks. Initial tests show they can handle significant workloads with minimal human oversight.
This article introduces an interactive platform where users can explore various topics through linked articles. It allows for easy navigation and zooming on content, facilitating deeper research. Users can switch between different languages for broader accessibility.
This article discusses the need for on-chain funds of funds in the crypto market. It outlines how these funds can manage risk, oversee liquidity, and conduct thorough research to protect investments amid rising volatility. The author warns that many investors lack the skills to track and size their investments properly.
Rue is an early-stage research project aimed at creating a programming language that offers memory safety without garbage collection, while being easier to learn than Rust. The project is a collaboration between developer Steve Klabnik and AI assistant Claude, and is still in development with many features yet to come.
Articos helps teams generate structured insights from ideas and landing pages in minutes. Users can choose between simulated interviews or landing page tests to get immediate feedback without the delays of traditional research methods. This tool aims to clarify messaging and validate concepts efficiently.
MIT physicists have found direct evidence of unconventional superconductivity in magic-angle twisted tri-layer graphene. By measuring its superconducting gap, they observed a unique V-shaped profile that differs from traditional superconductors, suggesting a new mechanism for electron pairing. This research could pave the way for room-temperature superconductors and advanced technologies.
This article discusses the latest features of Kimi's AI tools, including Kimi K2 and Kimi-Researcher. It highlights their capabilities in agentic tasks, coding, and multi-turn search, along with details about API pricing and model benchmarks.
Bloom is an open source framework that automates the evaluation of AI model behaviors, allowing researchers to specify a desired behavior and generate relevant scenarios for assessment. The tool produces evaluations quickly and offers flexibility in measuring different behavioral traits, complementing existing tools like Petri.
This article explores the dynamic work environment at MiniMax, focusing on the challenges and breakthroughs in their reinforcement learning models. Senior researcher Olive Song discusses the importance of real-time collaboration between developers and researchers, and the lessons learned from unexpected model behaviors.
The article discusses how Claude, an AI model, is transforming scientific research by automating tasks and analyzing data more efficiently. It highlights specific applications in various labs, such as Biomni for general biomedical research and MozzareLLM for gene interpretation, showing how AI helps researchers save time and uncover new insights.
Cowork is a new feature that allows users to work with Claude by giving it access to specific folders on their computer. It can read, edit, and create files while keeping users informed of its progress. Currently available in research preview for paid subscribers, it aims to simplify task management and collaboration.
This article examines how language models alter their representations during conversations. Notably, factual information can shift to non-factual as discussions progress, depending on the content. These changes challenge static interpretations of model behavior and suggest new avenues for research.
This article critiques the current state of design tools, particularly the dominance of Figma and the issues with SaaS models. It emphasizes the author's journey to find free and open source alternatives that maintain quality without the drawbacks of subscription fees. The piece outlines various open source tools for different stages of the design process.
The article introduces Kosmos, an advanced AI scientist from Edison Scientific, which significantly outperforms its predecessor, Robin. Kosmos uses structured world models to analyze vast amounts of research, making discoveries in various scientific fields while ensuring transparency in its conclusions. It claims to accomplish in one day what would typically take researchers six months.
This article discusses insights from the Monetize conference, highlighting the shift in monetization from a tactical decision to a strategic priority across organizations. Key themes include the rise of hybrid monetization models, the need for centralized ownership in pricing strategies, and the importance of predictability in customer experiences.
OpenAI launched Prism, a free AI-powered workspace designed for scientists to write and collaborate on research. It integrates GPT-5.2 for enhanced drafting, revising, and real-time collaboration, aiming to streamline daily scientific processes and expand access to research tools.
A recent study highlights that most users rely on AI agents for cognitive tasks rather than simple chores. The data shows a shift from low-stakes queries to productivity and learning, indicating AI's growing role in enhancing work and decision-making. Key industries driving this trend include finance, marketing, and management.
OHDSI is a collaborative initiative focused on leveraging health data for large-scale analytics. The program connects researchers and health databases worldwide, with a central hub at Columbia University. The 2025 Global Symposium brought together over 400 participants to discuss enhancing trust in science and fostering international collaboration.
Researchers are investigating the neurobiological basis of near-death experiences (NDEs) through a model called NEPTUNE, which links these phenomena to brain activity during critical health events. This model faces criticism from other scientists who argue that it overlooks significant evidence from patients' experiences and the implications for understanding consciousness and the afterlife.
Three MIT PhD students reverse-engineered Google's AlphaFold 3, creating Boltz-1 as an open-source alternative for drug discovery. Their platform enables pharmaceutical companies to conduct rapid and cost-effective drug-binding predictions while maintaining free access to the underlying models. Boltz aims to challenge commercial restrictions and offer a more accessible solution within the competitive landscape of AI in drug discovery.
The world’s first underwater habitat, known as the "Underwater Lodge," has been established, allowing researchers and explorers to live and work beneath the ocean's surface. This groundbreaking facility aims to facilitate scientific research and promote ocean conservation efforts by providing a unique environment for study and exploration.
HoloPart is a project focused on generative 3D part amodal segmentation, which aims to decompose 3D shapes into complete and semantically meaningful parts. The project is available on GitHub and offers a dedicated project page for further information. Currently, there are no inference providers deployed for this model.
A global competition offering $1 million has been launched to accelerate research on Alzheimer's disease using artificial intelligence, with support from Bill Gates. The initiative aims to inspire innovative solutions that can help tackle the challenges associated with Alzheimer's research and treatment.