Practical articles on AI, online safety, and security (118 articles)
ConnectAI, deployed to roughly 11,800 employees in Japan, saved 788,000 working hours in FY2025 — 3.4% of total working time. Here is what the official releases confirm: usage figures, the Connect Corpus data platform, and a drawing-comparison agent built in-house on Snowflake.
Slack integrates generative AI into its platform, offering conversation summarization and advanced search capabilities. This addresses information overload and enhances team productivity. We explain its mechanisms and how to leverage them.
LEGO officially discloses post-call and post-chat AI summarization. This corrected case separates confirmed controls from inferred components and withdraws unsupported e-commerce claims.
Pfizer's PACT uses Claude 2.1 through Amazon Bedrock for document search and SageMaker for manufacturing anomaly detection. This review separates disclosed components from inference.
Financial services giant American Express is leveraging generative AI to support its employees' work and enhance the customer experience. We explore its specific applications and discover insights that can be applied to our own work.
Marriott, one of the world's largest hotel chains, has announced "Ask Bonvoy," a generative AI-powered conversational search tool. It proposes optimal hotels based on vague requests, making travel planning more intuitive.
UPS, one of the world's largest logistics companies, optimizes delivery routes with its AI engine "ORION". This article explains how it achieves annual cost savings of hundreds of millions of dollars and reduces environmental impact.
Global telecommunications giant Vodafone introduced its AI assistant 'TOBi'. This case study details how Vodafone automated vast inquiry operations, from HR to customer support, improving the experience for both employees and customers.
Khan Academy, a global non-profit educational organization, has developed 'Khanmigo,' an AI tutor powered by generative AI. This initiative provides personalized instruction to all students and reduces the workload for teachers.
Europe's largest railway operator, Deutsche Bahn, is leveraging AI to achieve stable operations across its complex railway network. This article explains their initiatives to reduce failure rates through predictive maintenance and improve on-time performance with real-time operations optimization.
KLM Royal Dutch Airlines introduced an AI-powered agent support system to handle over 100,000 customer inquiries per week via social media. This article explains how they streamlined response creation and improved service quality.
Johnson & Johnson MedTech utilizes NVIDIA's AI platform to enable real-time analysis of surgical data. The goal is to assist surgeons' decision-making and improve the precision and efficiency of surgeries.
L'Oréal, the world's largest cosmetics company, offers "Beauty Genius," a 24/7 personal beauty advisor powered by generative AI. It recommends optimal products from a vast selection. [2, 6]
Global payment company Mastercard leverages AI technology 'Decision Intelligence.' By analyzing vast amounts of transaction data in real time and detecting fraudulent use with high accuracy, they provide a secure payment experience.
A case study of 'AI Assistant,' a generative AI integrated into Adobe Acrobat. It enables summarization of lengthy PDFs and Q&A about their content, significantly reducing time spent on information gathering and document creation.
Online travel giant Booking.com has introduced "AI Trip Planner," powered by generative AI. It creates a new customer experience by proposing personalized travel plans through a conversational interface, seamlessly connecting planning to booking.
Information service giant Thomson Reuters offers a research assistant utilizing generative AI. It answers complex legal questions in seconds based on reliable sources, dramatically improving the efficiency of professionals.
Allianz, one of the world's largest insurance and financial groups, is leveraging AI to automate its insurance claims process. This has led to improved customer satisfaction, increased operational efficiency, and enhanced accuracy in detecting fraudulent claims.
Music streaming giant Spotify leverages generative AI to provide a personalized music experience for individual users with its 'AI DJ' feature. We explain its mechanism and the key takeaways.
This case study explains how the language learning app Duolingo utilizes generative AI to offer conversational practice and error explanation features. It aims to enhance learning effectiveness and retention rates through an immersive experience tailored to each learner.
Leading furniture e-commerce company Wayfair has introduced a new feature, 'Decorify', powered by generative AI. By simply uploading a photo of their room, customers can instantly generate rooms in various professional-looking styles, offering a new shopping experience.
Starbucks' AI platform 'Deep Brew' is at the forefront. From optimal product recommendations tailored to individual customers to optimizing employee workflows. This article explains its multifaceted AI utilization methods.
Agricultural machinery giant John Deere utilizes AI and computer vision. It precisely identifies weeds, significantly reducing herbicide use. This case study introduces an example that achieves both sustainable agriculture and cost reduction.
Ingka Group, which operates IKEA, automated simple inquiries using an AI chatbot. The surplus personnel created as a result were retrained as interior design consultants, generating new revenue streams.
Schneider Electric, a major energy management company, utilizes AI to autonomously optimize data center cooling systems. This case study showcases how they reduce energy consumption and costs, achieving sustainable operations.
Consumer goods giant Unilever optimizes its complex global supply chain using AI and digital twins. We explore how they are improving demand forecasting accuracy and simultaneously reducing costs and environmental impact.
French retail giant Carrefour has begun leveraging generative AI to enhance both customer and employee experiences. By introducing shopping assistants and operational efficiency tools, they are shaping the future of the retail industry.
Ride-sharing giant Uber is leveraging AI to simultaneously improve customer support and developer productivity. We explore how their internal AI utilization is revolutionizing the employee experience and seek out tips applicable to your own company.
Lufthansa Group partners with Google Cloud to leverage AI, optimizing operations during flight delays and cancellations, aiming to provide customers with prompt alternative solutions.
The Coca-Cola Company launched the "Create Real Magic" campaign, leveraging OpenAI's technology to allow fans to create AI-generated artworks. This demonstrated a new form of customer engagement.
ServiceNow utilized generative AI in its own finance department. This case study explains how anomaly detection and automatic generation of explanatory text reduced the monthly financial close process, which previously took several days, to just a few hours.
Financial software giant Intuit announces its self-developed generative AI platform, "GenOS." It aims to boost development efficiency and provide accounting and tax expertise as an AI assistant to support small and medium-sized businesses.
German tech giant Siemens is building an industrial metaverse in collaboration with NVIDIA. They are leveraging generative AI to innovate product design and factory layout simulations.
U.S. automotive giant GM is implementing Google's generative AI, Gemini, across approximately 4 million vehicles. The in-car service "OnStar" will be enhanced, enabling navigation and information retrieval through more natural conversations, thereby improving the driving experience.
Global biopharmaceutical company Amgen is leveraging NVIDIA's technology to introduce generative AI into its drug discovery process. This case study introduces how it accelerates protein design and therapeutic development.
This case study introduces how global financial institution Morgan Stanley has adopted OpenAI's GPT-4. It instantly generates answers from tens of thousands of internal documents, significantly improving advisors' customer service and operational efficiency.
Walmart, the world's largest retail company, has introduced a new search feature powered by generative AI in its apps and on its website. Customers can simply enter their objective, and the system will suggest optimal products, shortening shopping time and improving the overall experience.
Automotive giant Mercedes-Benz has innovated its manufacturing processes by leveraging AI and NVIDIA's digital twin technology. This case study explains how they achieved faster production planning, cost reduction, and quality improvement.
Global media company The New York Times positions AI as a tool to augment journalists' capabilities, streamlining massive data analysis and routine tasks. This article explains their specific initiatives to enhance the quality of investigative journalism and support the discovery of new stories.
Swedish fintech giant Klarna has introduced a generative AI assistant. In just one month, it processed two-thirds of inquiries and is expected to save $40 million annually, demonstrating incredible results.
OpenAI has acquired cloud infrastructure company Ona. This accelerates the realization of 'long-running AI agents,' enabling the AI coding tool 'Codex' to transcend device constraints and autonomously execute tasks for several days.
Google DeepMind's newly announced 'Gemini 3.5 Live Translate' is a real-time voice translation model supporting over 70 languages. It outputs natural translated speech with only a few seconds of delay, preserving the speaker's voice tone and pace. This article explains the mechanism of its streaming translation technology, which overturns traditional 'turn-based' systems, and its impact on engineers.
Google DeepMind has released 'Gemma 4 12B', a new multimodal AI capable of running locally on PCs. Its encoder-free unified architecture directly processes images and audio, achieving low latency and reduced memory usage.
DeepMind has announced 'DiffusionGemma,' a new model that applies the diffusion model, known for image generation, to text generation. It achieves up to 4 times faster generation speed than traditional autoregressive models, opening up new possibilities in AI development.
Anthropic has announced its next-generation AI models, 'Claude Fable 5' and 'Mythos 5.' These models are designed to tackle the most challenging knowledge-intensive tasks and coding problems, setting a new standard for AI development.
Wasmer leveraged OpenAI's Codex and GPT-5.5 to complete a project that typically takes a year in just a few weeks. This case, which reportedly accelerated development efficiency by 10 to 20 times, explains how AI will transform the software development landscape.
Google DeepMind has announced "Co-Scientist," a new AI designed to accelerate scientific research. Built on Gemini, this AI autonomously generates and tests hypotheses, and has already achieved groundbreaking results in biology. The process of scientific discovery may be fundamentally transformed.
OpenAI announced 'Dreaming,' a new system that significantly enhances ChatGPT's memory capabilities. It automatically learns context from past conversations, enabling more personalized interactions. This article explains its technical mechanisms and impact on engineers.
OpenAI announces 'GPT-Rosalind,' a new AI designed to accelerate life sciences research. Equipped with advanced expertise in biological reasoning, medicinal chemistry, and genomics analysis, it has the potential to revolutionize drug discovery and biological research.
Announced at Google I/O 2026, 'Antigravity 2.0' evolves from a mere AI coding tool into a development platform for coordinating and managing multiple AI agents. This article explains its new features and future prospects, which have the potential to fundamentally change the developer experience for engineers.
U.S. AI startup Anthropic has released 'Claude Design,' a conversational visual generation tool. It automatically generates designs for websites and slides from natural language instructions, outputting them as HTML code. This article delves into the technical background and potential impact of this new feature, which is set to accelerate collaboration between engineers and designers.
Google DeepMind's world model 'Project Genie' now integrates with Google Street View's vast image data, enabling the generation of interactive virtual worlds based on real-world landscapes. This article explains its technological background and future implications.
Google DeepMind has announced 'Co-Scientist,' a new AI designed to accelerate scientific discovery. Through collaboration with biologists, it has discovered new genetic factors involved in cellular rejuvenation, heralding a future where AI serves as a partner in scientific research.
Anthropic has unveiled its latest model, 'Claude Opus 4.8.' It features enhanced coding and agent capabilities, with a particular focus on improving 'honesty'—its ability to communicate its own uncertainties. The new 'Dynamic Workflows' feature is also included, further accelerating large-scale development.
The AI-native development terminal "Warp" is poised to fundamentally change the landscape of open-source development by leveraging OpenAI's next-generation model, "GPT-5.5." A future where AI agents take center stage in development is rapidly approaching.
OpenAI has been named a leader in the 'Enterprise AI Coding Agents' category in Gartner's 2026 Magic Quadrant. This article explains the background, technology, and impact on Japanese development environments.
Google DeepMind has announced 'Gemini Omni', a new flagship AI model. It holistically processes text, images, audio, and video, enabling interactive video editing through natural language. This marks a new frontier in AI development.
Anthropic has released 'Claude Design,' a new product specializing in design generation. It enables collaborative creation of sophisticated designs, prototypes, and slides through dialogue. This tool holds the potential to revolutionize the collaboration process between designers and engineers.
Google DeepMind has announced 'Project Genie,' a new feature that generates interactive virtual worlds by linking with real-world Street View imagery. It is expected to be utilized in AI agent training and simulation fields.
Anthropic has released its latest model, Claude Opus 4.7. It features improved capabilities in coding, AI agents, vision, and multi-step task processing, expected to enable more complex and practical use cases.
Google DeepMind's AI, 'Co-Scientist,' has identified several new gene candidates that reverse cell aging, with their efficacy confirmed in experiments. This technology, which dramatically accelerates the research process, holds the potential to significantly transform the future of life sciences.
OpenAI's AI model disproved a conjecture related to the "unit distance problem" in discrete geometry, which had been unsolved for 80 years. This is a groundbreaking achievement demonstrating AI's ability to generate new discoveries in the realm of pure mathematics.
OpenAI and Dell have partnered to provide the AI coding assistant model Codex in hybrid and on-premises environments. This aims to support the secure deployment of AI agents for security-conscious enterprises and transform development workflows.
OpenAI's next-generation model, GPT-5.5, has been integrated into the Databricks platform. It sets a new record in the OfficeQA Pro benchmark, which assesses the processing capability of complex internal documents, significantly evolving autonomous AI agent workflows for enterprises.
Engineering: 83 | Suggestion: 88 | Creative: 75
Engineering: 95 | Suggestion: 90 | Creative: 75
Engineering: 88 | Suggestion: 90 | Creative: 75
Engineering: 90 | Suggestion: 82 | Creative: 75
Engineering: 93 | Suggestion: 88 | Creative: 75
Engineering: 75 | Suggestion: 75 | Creativity: 75
Engineering: 85 | Suggestion: 88 | Creative: 75
Engineering: 92 | Suggestion: 88 | Creative: 75
Evaluation Comments: Focus on improving the robustness of existing technologies and their adaptability to specific fields, such as the application of GPT-5.5 to cybersecurity and the secure operation of Codex. Advances in voice AI are also observed, contributing to more natural and reliable conversations. No new announcements regarding creativity were made...
Silicon Valley's premier AI technology rating institution has rigorously assessed the technological progress of various companies based on their latest news.
Engineering: 95 | Suggestion: 90 | Creative: 88
Engineering: 90 | Suggestion: 88 | Creativity: 85
Engineering: 90 | Suggestion: 85 | Creative: 85
Engineering: 95 | Suggestion: 90 | Creative: 90
Engineering: 92 | Suggestion: 89 | Creativity: 87
Engineering: 95 | Suggestion: 92 | Creative: 90
Engineering: 95 | Suggestion: 93 | Creativity: 88
Engineering: 89 | Suggestion: 85 | Creative: 75
Welcome to today's technology assessment of top AI companies, brought to you by me, the head of the AI Technology Rating Agency. Based on the latest news, I've thoroughly analyzed each company's technological progress and rated them out of 100 points.
Engineering: 90 | Suggestion: 88 | Creative: 78
Engineering: 92 | Suggestion: 90 | Creative: 78
Engineering: 95 | Suggestion: 93 | Creativity: 75
Engineering: 96 | Suggestion: 95 | Creative: 85
Engineering: 98 | Suggestion: 95 | Creative: 78
Engineering: 95 | Suggestion: 92 | Creative: 85
Engineering: 92 | Suggestion: 93 | Creative: 88
Engineering: 95 | Suggestion: 93 | Creative: 88
Engineering: 95 | Suggestion: 93 | Creative: 75
Engineering: 90 | Suggestion: 78 | Creativity: 75
Engineering: 95 | Suggestion: 90 | Creative: 88
Engineering: 92 | Suggestion: 93 | Creative: 75
Technological trends in Silicon Valley are consistently the epicenter of seismic shifts that reshape global industrial structures. This time, amidst the fierce competition unfolding among the 'Big Three' in AI—OpenAI, Anthropic, and Google DeepMind—we've identified key technological trends that are poised to fundamentally transform existing markets within the next few years...
Engineering: 92 | Suggestion: 88 | Creative: 85
Engineering: 90 | Suggestion: 87 | Creative: 90
Engineering: 70 | Suggestion: 75 | Creative: 75
A comparison of how far the major AI companies have progressed, based on their published announcements. This round, Google and Anthropic showed concrete gains in core model capability and in multimodal work.
Engineering: 90 | Suggestion: 88 | Creative: 92
Engineering: 90 | Suggestion: 85 | Creative: 88
Engineering: 92 | Suggestion: 88 | Creative: 95
Engineering: 92 | Suggestion: 88 | Creativity: 90
Engineering: 90 | Suggestion: 78 | Creative: 87
Engineering: 78 | Suggestion: 78 | Creativity: 78
Engineering: 92 | Suggestion: 88 | Creative: 90
Engineering: 90 | Suggestion: 88 | Creative: 92
Engineering: 95 | Suggestion: 90 | Creativity: 92
Based on news data, we calculated scores (number of news articles) for each AI company.
As head of an AI rating agency, I've scored the dominance of major AI models based on the latest news. Our evaluation criteria consider strengths gleaned from company announcements and direct relevance to various categories.
*Scores are based on the number of mentions for each AI vendor in the provided news articles.
The AI industry today is truly a battlefield for supremacy. While the shockwaves from OpenAI's GPT-4o's multimodal capabilities are still reverberating, Anthropic and Google have launched fierce counterattacks. Anthropic, in particular, is pushing the boundaries of model performance...
As the head of an AI rating agency, I have scored key AI models across various categories based on the latest news.
Today's AI industry is a quiet battlefield. Anthropic leads with its focus on 'intelligence explosion' and 'philosophy,' with Google DeepMind hot on its heels, exploring 'sensory expansion.' OpenAI is shoring up its foundations but faces new waves of competition for market leadership. As of now, Anthropic...
The AI battlefront in Silicon Valley remains a fierce power struggle. Don't be fooled by superficial spec numbers; discern the underlying "dynamics." This week, Anthropic's aggressive offensive is particularly noteworthy as they escalate from a mere model competition to an ecosystem-wide platform war...
The AI supremacy war has finally entered its core phase. While OpenAI leads with GPT-4o, Anthropic challenges for the pinnacle of autonomous agents with Claude Opus 4.6. Google DeepMind sharpens its multimodal 'ears' with Gemini 3.1 Flash...
AI News Flash: Top 3 Summary for Engineers | Forsmile.jp