Press Releases by Category IT, New Media & Software
Japan Web3 and Blockchain Technology Market to hit US$ 3.27 Billion by 2032 | To …
Leander, Texas and Tokyo, Japan - Dec.24.2025
As per DataM intelligence research report" Global Web3 and Blockchain Technology Market reached US$ 5.62 billion in 2024 and is expected to reach US$ 109.21 billion by 2032, growing with a CAGR of 44.90% during the forecast period 2025-2032." Decentralization, digital ownership, and trustless systems are fueling adoption of Web3 and blockchain technologies.
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https://www.datamintelligence.com/download-sample/web3-and-blockchain-technology-market?prasad
United…
Japan Smart Grid Cybersecurity Market to hit US$ 570 Million by 2032 | Top Compa …
Leander, Texas and Tokyo, Japan - Dec.24.2025
As per DataM intelligence research report" Global Smart Grid Cybersecurity Market size reached US$ 7.99 billion in 2024 and is expected to reach US$ 19.06 billion by 2032, growing with a CAGR of 11.48% during the forecast period 2025-2032." Grid digitalization and rising cyber threats are accelerating investment in smart grid cybersecurity solutions.
Download your exclusive sample report today: (corporate email gets priority access):
https://www.datamintelligence.com/download-sample/smart-grid-cybersecurity-market?prasad
Japan:…
SWEN Institute Launches as One Platform for Professional Courses & Services
Empowering learners and professionals with skill-based education and digital services under one unified platform
[Lahore, Pakistan 2025-12-24] - SWEN Institute, a modern education and services platform, officially announces its launch as one comprehensive platform for courses and professional services, designed to bridge the gap between learning and real-world application.
SWEN Institute brings together industry-relevant courses, skill development programs, and professional services on a single, easy-to-access platform. The institute aims to support…
Esports Market Outlook 2033: Competitive Gaming Growth, Monetization and Global …
According to a new report published by Allied Market Esports Market Size, Share, Competitive Landscape and Trend Analysis Report, by Application (Platform, Service), by Streaming type (On demand, Live), by Device Type (Smart phone, Smart TV, Desktop -laptop-tablets, Gaming console), by Revenue Stream (Media rights, Game publisher fee, Sponsorship, Digital advertisement, Tickets and merchandise): Global Opportunity Analysis and Industry Forecast, 2023 - 2033, The global esports market size was valued…
Cloud Robotics Market Outlook: AI-Driven Automation, Scalability, and Growth 203 …
According to a new report published by Allied Market Cloud Robotics Market Size, Share, Competitive Landscape and Trend Analysis Report, by Component (Software, Service), by Service Model (IaaS, PaaS, SaaS), by Robot Type (Industrial Robots, Service Robots), by Enterprise Size (Large Enterprises, SMEs), by Industry Vertical (Manufacturing, Healthcare, Aerospace and Defense, Media and Entertainment, Logistics, Others): Global Opportunity Analysis and Industry Forecast, 2021-2031, The global cloud robotics market size was…
Future Scope of Mixed Reality Craftsmanship Market Set to Witness Significant Gr …
The latest report titled "Mixed Reality Craftsmanship Market 2025-2032" Trends, Share, Size, Growth, Opportunity, and Forecast 2025-2032. offering a comprehensive and in-depth analysis of the industry. The report provides key insights into current market trends, growth drivers, challenges, and opportunities shaping the market landscape. It also includes a thorough competitor analysis, regional market evaluation, and recent technological or strategic developments influencing the market trajectory.
➤ Currently, the Mixed Reality Craftsmanship Market…
Wafer Processing Equipment Market Valued at $9,197.4 Million in 2024, Projected …
The global Wafer Processing Equipment Market stands at the core of the modern digital economy, underpinning the manufacture of semiconductors that power everything from consumer electronics and data centers to electric vehicles and advanced medical devices. Wafer processing equipment encompasses a broad range of systems used across front end semiconductor fabrication, including deposition, etching, lithography, cleaning, and inspection technologies. As chip architectures become more complex and feature sizes continue to…
AI-Powered Storage Market: Driving Smarter Data Management Worldwide Growth Tren …
According to a new report published by Allied Market AI Powered Storage Market Size, Share, Competitive Landscape and Trend Analysis Report, by Component (Hardware, Software), by Storage System (Direct attached Storage, Network attached Storage, Storage Area Network), by Storage Architecture (File and Object Based Storage, Object Storage), by Storage Medium (Hard Disk Drive, Solid State Drive), by End User (Enterprises, Government Bodies, Cloud Service Providers, Telecom Companies): Global Opportunity Analysis…
Digital Freight Matching Market Set to Boom: Strategic Insights and Growth Oppor …
Coherent Market Insights has introduced a new research study titled "Global Digital Freight Matching Market 2025 by Size, Growth, Trends, and Dynamics, Forecast to 2032," developed through an extensive analysis of prevailing market patterns. As part of the Christmas and holiday season promotion, this report is currently available with discounts of up to 80%, enabling organizations to access high-quality market intelligence at a reduced cost.
The study provides comprehensive insights into…
Smart School Bus Platform Market Set to Boom: Strategic Insights and Growth Oppo …
Emerging trends, investment hotspots and strategic intelligence poised to reshape the global Smart School Bus Platform Market through 2032
In celebration of the Christmas and holiday season, our flagship Smart School Bus Platform Market research report is now available with discounts of up to 80%, marking one of our most competitive offers of the year. This limited-period opportunity allows organizations to access authoritative, data-driven insights for 2025-2032, featuring in-depth analysis of…
IoT Devices Market to Reach US$ 522.79 Billion by 2032 at 18.90% CAGR; North Ame …
The IoT devices market reached US$ 130.88 billion in 2024 and is projected to expand significantly to US$ 522.79 billion by 2032, registering a strong CAGR of 18.90% during the forecast period 2025-2032. This rapid growth reflects the accelerating deployment of connected devices across consumer electronics, industrial automation, smart cities, healthcare, and transportation. Enterprises and governments are increasingly investing in IoT-enabled solutions to improve operational efficiency, enable real-time data analytics,…
Integrated Traffic System Market Set for Dynamic Growth with Key Players Siemens …
Coherent Market Insights has introduced a new research study titled "Global Integrated Traffic System Market 2025 by Size, Growth, Trends, and Dynamics, Forecast to 2032," developed through an extensive analysis of prevailing market patterns. As part of the Christmas and holiday season promotion, this report is currently available with discounts of up to 80%, enabling organizations to access high-quality market intelligence at a reduced cost.
The study provides comprehensive insights into…
Digital Twin In Logistics Market Projections 2025-2032: Key Trends, Opportunitie …
Coherent Market Insights has introduced a new research study titled "Global Digital Twin In Logistics Market 2025 by Size, Growth, Trends, and Dynamics, Forecast to 2032," developed through an extensive analysis of prevailing market patterns. As part of the Christmas and holiday season promotion, this report is currently available with discounts of up to 80%, enabling organizations to access high-quality market intelligence at a reduced cost.
The study provides comprehensive insights…
Virtue Market Research stands at the forefront of strategic analysis, empowering …
The Global 5G Infrastructure for Education Market was valued at USD 1219.68 Million in 2024 and is projected to reach a market size of USD 6,451.93 Million by 2030. Over the forecast period of 2025-2030, the market is projected to grow at an impressive CAGR of 32%.
Request Sample @ https://virtuemarketresearch.com/report/5g-infrastructure-for-education-market/request-sample
The market's rapid expansion is being driven by the integration of advanced communication technologies in education, enabling faster, smarter, and…
Sustainable Finance Market to Reach US$ 5,064.94 Billion by 2032 at 24.19% CAGR; …
The Sustainable Finance Market reached US$ 895.12 billion in 2024 and is projected to grow substantially to US$ 5,064.94 billion by 2032, registering a robust CAGR of 24.19% during the forecast period 2025-2032. This rapid expansion reflects the accelerating integration of environmental, social, and governance (ESG) principles into global financial systems. Governments, financial institutions, and corporations are increasingly prioritizing sustainable finance instruments such as green bonds, sustainability-linked loans, social bonds,…
Travel Expenses Processing Market Set for Dynamic Growth with Key Players SAP, O …
As part of our Christmas and holiday season promotion, Businesses can avail discounts of up to 80% on select market research reports. This offer remains valid until 31 December 2025.
The global business landscape is being reshaped by rapid innovation, rising investment and shifting regional dynamics - and at the heart of this transformation lies the Travel Expenses Processing Market. From 2025 to 2032, this study delivers key insights, clear segmentation…
Speech and Voice Analytics Market Set to Boom: Strategic Insights and Growth Opp …
Emerging trends, investment hotspots and strategic intelligence poised to reshape the global Speech and Voice Analytics Market through 2032
In celebration of the Christmas and holiday season, our flagship Speech and Voice Analytics Market research report is now available with discounts of up to 80%, marking one of our most competitive offers of the year. This limited-period opportunity allows organizations to access authoritative, data-driven insights for 2025-2032, featuring in-depth analysis of…
GPS Tracker for Pet Global Market 2025-2031: Size Dynamics, Key Trends and Growt …
Unlock the Future of the GPS Tracker for Pet Market: Comprehensive Global Market Report 2025-2031
Global leading market research publisher QYResearch published the release of its latest report, "GPS Tracker for Pet - Global Market Share, Ranking, Sales, and Demand Forecast 2025-2031". This in-depth report provides a complete analysis of the global GPS Tracker for Pet market, offering critical insights into market size, share, demand, industry development status, and future forecasts.…
AI Phones Global Market 2025-2031: Size Dynamics, Key Trends and Growth Trajecto …
Unlock the Future of the AI Phones Market: Comprehensive Global Market Report 2025-2031
Global leading market research publisher QYResearch published the release of its latest report, "AI Phones - Global Market Share, Ranking, Sales, and Demand Forecast 2025-2031". This in-depth report provides a complete analysis of the global AI Phones market, offering critical insights into market size, share, demand, industry development status, and future forecasts. Whether you're a stakeholder, investor, or…
3D Printed Bike Saddle Global Market 2025-2031: Size Dynamics, Key Trends and Gr …
Unlock the Future of the 3D Printed Bike Saddle Market: Comprehensive Global Market Report 2025-2031
Global leading market research publisher QYResearch published the release of its latest report, "3D Printed Bike Saddle - Global Market Share, Ranking, Sales, and Demand Forecast 2025-2031". This in-depth report provides a complete analysis of the global 3D Printed Bike Saddle market, offering critical insights into market size, share, demand, industry development status, and future forecasts.…
NomineeWorks Provides UK Company Formation for Non-Residents With UK Nominee Dir …
NomineeWorks ( https://www.nomineeworks.com ) continues to expand its UK company formation for non-residents, offering a highly structured solution focused on UK nominee director services, nominee shareholder options, and complete company formation for non-UK residents operating Amazon UK seller accounts. The service is designed to help international entrepreneurs establish a compliant UK business structure without UK residency.
With rising global demand for UK company formation, especially among international Amazon sellers, NomineeWorks provides…
Crypto Asset Management Market to Reach US$ 15.87 Billion by 2033 at 26.67% CAGR …
The global crypto asset management market reached US$ 1.74 billion in 2023, increased to US$ 1.89 billion in 2024, and is projected to expand significantly to US$ 15.87 billion by 2033, registering a strong CAGR of 26.67% during the forecast period 2025-2033. This rapid growth is primarily driven by the rising adoption of digital assets across both retail and institutional segments, alongside the growing need for secure custody, portfolio management,…
AI-based Research Services Market Set for Dynamic Growth with Key Players IBM, M …
As part of our Christmas and holiday season promotion, Businesses can avail discounts of up to 80% on select market research reports. This offer remains valid until 31 December 2025.
The global business landscape is being reshaped by rapid innovation, rising investment and shifting regional dynamics - and at the heart of this transformation lies the AI-based Research Services Market. From 2025 to 2032, this study delivers key insights, clear segmentation…
IoT Security Market to Reach US$ 113.76 Billion by 2033 at 16.8% CAGR; North Ame …
The global IoT security market reached US$ 24.44 billion in 2023, increased to US$ 28.12 billion in 2024, and is projected to surge to US$ 113.76 billion by 2033, expanding at a CAGR of 16.8% during the forecast period 2025-2033. Market growth is being driven by the rapid proliferation of connected devices across defense, smart cities, healthcare, manufacturing, and industrial automation, which has significantly expanded the attack surface for cyber…
How Photoionization Detection Sensors Are Transforming Industrial Safety
The Photoionization Detection (PID) Sensors and Detectors Market is gaining steady traction as industries worldwide prioritize workplace safety, environmental compliance, and air quality monitoring. PID sensors are widely recognized for their ability to detect low concentrations of volatile organic compounds (VOCs) and toxic gases in real time. These sensors play a vital role in safeguarding workers, ensuring regulatory compliance, and supporting environmental sustainability initiatives across industrial and commercial sectors.
From a…
How Digital Platforms Are Transforming Social Interaction Learning and Wellness
The digital platforms market has emerged as one of the most influential pillars of the global digital economy, reshaping how individuals interact, learn, consume content, and manage well-being. Digital platforms act as technology-driven intermediaries that enable interactions between users, service providers, and content creators through scalable, cloud-based infrastructures. From social networking and video streaming to online learning and health & wellness applications, these platforms have become embedded in everyday life,…
Call Center AI Market Set for Strong Growth at 22.10% CAGR Through 2031, Led by …
The Global Call Center AI Market is expected to record significant growth during the forecast period 2024-2031, expanding at a strong CAGR of 22.10%.
Market growth is driven by increasing adoption of AI-powered chatbots and virtual assistants, rising demand for automated customer support, and the need to improve customer experience while reducing operational costs. Additionally, advancements in natural language processing (NLP), speech recognition, and machine learning, along with growing deployment of…
How the Integrated Development Environment (IDE) Software Market Is Shaping the …
The Integrated Development Environment (IDE) software market has become a foundational pillar of the global software development ecosystem. IDEs combine essential tools such as source code editors, compilers, debuggers, and build automation into a single interface, enabling developers to write, test, and deploy applications more efficiently. As digital transformation accelerates across enterprises, governments, and startups, the reliance on robust IDE software solutions continues to grow steadily.
From a market perspective, the…
Procurement as a Service Market to Reach US$ 16.74 Billion by 2033 at 10.4% CAGR …
The global Procurement as a Service (PaaS) market reached US$ 6.30 billion in 2023, increased to US$ 6.87 billion in 2024, and is projected to expand significantly to US$ 16.74 billion by 2033, growing at a CAGR of 10.4% during the forecast period 2025-2033. The market is witnessing steady growth as organizations across industries such as manufacturing, automotive, electronics, and healthcare increasingly adopt outsourced procurement models to streamline sourcing activities,…
Electronic Logging Device Market Size Forecast to USD 24.5 Billion by 2035 with …
Electronic Logging Device Market Size Outlook to 2035
The global electronic logging device (ELD) market was valued at US$ 14.4 billion in 2024 and is projected to reach US$ 24.5 billion by 2035, expanding at a CAGR of 4.6% from 2025 to 2035. Market growth is primarily driven by stringent regulatory mandates for hours-of-service (HOS) compliance, increasing adoption of digital fleet management solutions, and rising demand for operational efficiency and safety…
Edge AI Chip Market to Reach US$ 27.1 Billion by 2032 at 17.4% CAGR; North Ameri …
The global edge AI chip market reached US$ 7.5 billion in 2024 and is projected to grow significantly to US$ 27.1 billion by 2032, registering a strong CAGR of 17.4% during the forecast period 2025-2032. This robust expansion reflects the increasing demand for intelligent, low-latency computing solutions as industries move away from cloud-dependent architectures toward decentralized, real-time data processing at the edge.
The market is being driven by the rising adoption…
Volutools.com Sets the New Standard for Pump.fun Volume Bot Intelligence and Vis …
As the Solana ecosystem continues to expand at record speed, Pump.fun has become the most active launchpad for new token creation. However, with thousands of tokens launching daily, competition for attention has reached unprecedented levels. In this new environment, projects no longer succeed by launching alone - success now depends on visibility intelligence, structured analytics, and effective Pump.fun Volume Bot strategies.
This shift has elevated Pump.fun Volume Bot intelligence from an…
Generative AI Market Poised for Explosive Growth Through 2032 on Rising Adoption
According to a new report published by Allied Market Generative AI Market Size, Share, Competitive Landscape and Trend Analysis Report, by Component (Software, Service), by Technology (Generative Adversarial Networks (GANs), Transformer, Variational Autoencoder (VAE), Diffusion Networks, Retrieval Augmented Generation), by End User (Media and Entertainment, BFSI, IT and Telecom, Healthcare, Automotive and Transportation, Others): Global Opportunity Analysis and Industry Forecast, 2022 - 2032, The global generative AI market size was…
Artificial Intelligence For IT Operations Platform Market is expected to reach U …
Market Size and Growth:
The Artificial Intelligence For IT Operations Platform Market size reached US$1.59 billion in 2024 and is expected to reach US$8.59 billion by 2032, growing with a CAGR of 23.48% during the forecast period 2025-2032.
The Artificial Intelligence For IT Operations Platform Market report, published by DataM Intelligence, provides in-depth insights and analysis on key market trends, growth opportunities, and emerging challenges. Committed to delivering actionable intelligence, DataM Intelligence…
How To Select A Durable and Safe Interactive LED Dance Floor For Events And Venu …
Interactive LED dance floors are becoming a popular feature in venues for weddings, corporate events and concerts. The growing digital display landscape has made it critical for event planners to choose a reliable interactive LED dance floor supplier(https://www.envisionscreen.com/led-dance-floor-screen-product/). They are looking for durable and visually impactful solutions. Envision, backed by 20 years' worth of technological innovation in southeast China and a world class manufacturing base, continues to set the standard…
Optical Sensors Market Set for Steady Growth to USD 55.60 Billion by 2032, Led b …
The Global Optical Sensors Market reached USD 22.12 billion in 2024 and is expected to reach USD 55.60 billion by 2032, growing at a steady CAGR of 12.21% during the forecast period 2025-2032.
Market growth is driven by rising adoption of optical sensors across automotive, consumer electronics, healthcare, and industrial automation applications. Increasing demand for advanced driver assistance systems (ADAS), growth of smart devices and IoT, and expanding use of optical…
Architectural Mesh LED vs Traditional LED Panels: A Competitive Comparison for P …
As global cities accelerate modernization and redefine how architecture interacts with digital media, demand for advanced façade display technologies continues to rise. In the middle of this transformation, Envision, a global visual technology leader, is gaining attention not only as an innovative Architectural LED Mesh Display Supplier but also as a pioneer that helps planners, developers, and designers rethink what is possible for large-scale digital surfaces. With 20 years of…
Antops Technologies Australia Brings Holiday Cheer with Advanced SEO and Digital …
Antops Technologies Australia celebrates Christmas by offering exclusive discounts on SEO services and digital marketing strategies to help Australian businesses improve their online visibility and digital success in 2026.
As the year comes to a close, the team at Antops Technologies Australia is celebrating the season of giving with a special focus on helping businesses achieve digital growth in 2026. With Christmas around the corner, Antops Technologies Australia is excited to…
AI and Automation in IT Support Market is expected to reach US$ 210.86 billion b …
Market Size and Growth:
The Global AI and Automation in IT Support Market size reached US$ 26.38 billion in 2024 and is expected to reach US$ 210.86 billion by 2032, growing with a CAGR of 29.67% during the forecast period 2025-2032.
The AI and Automation in IT Support Market report, published by DataM Intelligence, provides in-depth insights and analysis on key market trends, growth opportunities, and emerging challenges. Committed to delivering actionable…
How to Evaluate Outdoor LED Panel Factories for ISLE and Digital Signage China
As global cities accelerate the digital transition, demand for high-performance LED outdoor solutions continues to expand rapidly. From transport hubs, stadiums and commercial districts to entertainment complexes - to name just a few - demand is steadily on the rise and Envision stands as one of the premier Outdoor Panel Screen Factory(https://www.envisionscreen.com/outdoor-fixed-led-display-for-permanent-installation-product/) within this rapidly developing landscape.
1.Global Demand for Outdoor LED Displays
Outdoor digital displays have become an indispensable way…
How to Select a Reliable COB Display Panel Supplier: A Practical Guide for Buyer …
This year, at the PLASA Show in London, one of most influential events on professional lighting, audio and stage technology, Envision presented a new wave COB (Chip on Board) display innovations. Envision's global leadership position as a high-quality COB display panel supplier(https://www.envisionscreen.com/)
Envision, the global visual technology solutions provider, has been adhering to technological innovation since its establishment 20 years ago Its thirty-acre southeast China facility is ideally located in the…
INDI IT Solutions Expands with New Miami Office to Empower Businesses Through Mo …
Miami, FL - Indi IT Solutions, a top-rated mobile app development company in Miami, today announced the expansion of its Android, iOS, and Hybrid app development services. This strategic growth initiative is aimed at helping local businesses strengthen their digital presence and transition confidently into international markets through scalable, performance-driven mobile applications.
Miami has emerged as a dynamic hub for commerce, entrepreneurship, and global trade. Recognizing the city's growing role as…
Assistive Robotics Market Set for Strong Growth to USD 26.2 Billion by 2030, Led …
The Global Assistive Robotics Market is valued at approximately USD 10.1 billion in 2025 and is projected to reach about USD 26.2 billion by 2030, growing at a CAGR of around 19.8% during the forecast period from 2025 to 2030.
This robust growth is driven by the rising geriatric population worldwide, increasing prevalence of strokes and spinal cord injuries, and advancements in AI, machine learning, and sensor technologies that enhance robot…
Fed Up Sparky Builds His Own EICR Tool After NICEIC Portal Becomes "Absolute Dog …
Aberdeen Electrician Spent a Year Coding TestFast Because Existing Software Was Costing £400/Month and Killing His Evenings
ABERDEEN, SCOTLAND - You know that feeling when you finish a long day on the tools, and then you've got to sit down and bash out certificates until gone 10pm? Yeah, one electrician in Aberdeen got so fed up with it that he built his own software to sort it out.
Meet the bloke behind…
MSM Coretech Innovations Emerges as a Trusted Website Development Company in Jai …
MSM Coretech Innovations, a leading website development company in Jaipur, is redefining the digital presence of businesses with cutting-edge, performance-driven web solutions. Known for its innovation, technical expertise, and client-centric approach, the company delivers reliable website development services in Jaipur tailored to startups, SMEs, and established enterprises.
In today's competitive digital era, having a strong online presence is no longer optional. MSM Coretech Innovations focuses on creating scalable, secure, and visually…
Olib AI Launches Owl Browser: Enterprise Stealth Automation Platform Achieves 10 …
Olib AI, a leading artificial intelligence company, today announced the general availability of Owl Browser, an enterprise-grade stealth automation platform that achieves a 100% pass rate against all 16 major bot detection systems. The breakthrough technology addresses a critical challenge facing businesses: modern automation tools like Puppeteer and Playwright fail approximately 56% of bot detection tests, leaving companies unable to automate legitimate web workflows.
The Bot Detection Problem
As websites have deployed…
Infocon Systems Wins the Fall 2025 Leader Award in the EDI Category from SourceF …
Infocon Systems is proud to announce that it has been named a Fall 2025 Leader Award winner by SourceForge, the world's largest software reviews and comparison website.
23-12-2025 LOUISVILLE, Ky - Infocon Systems, a leading provider of Electronic Data Interchange (EDI) and B2B integration solutions, announced today that it has received the Fall 2025 Leader Award from SourceForge. SourceForge is the world's largest B2B software review and comparison platform, serving nearly…
Why Attend CES 2026? Innovation Insights and AI Trends
CES 2026 stands as one of those tech events where technology, business ambition, and real opportunity meet. Startups, founders, and business owners often struggle to identify the opportunities to grow digitally in competitive markets. And, the CES 2026 is a road that connects them with innovative tech products, real investors, and real decision-makers under one roof.
75way is set to make a strong impact at CES 2025 - The Most Powerful…
Infoveave Achieves ISO 27001, ISO 27701, and ISO 27017 Certifications, Strengthe …
Bengaluru, India - 3rd Nov 2025- Infoveave, a Unified Data Platform that empowers enterprises to automate data workflows, analytics, and decision-making, today announced that it has achieved two globally recognized ISO certifications - ISO 27701 (Privacy Information Management System), and ISO 27017 (Cloud Security) and renewed its ISO 27001 (Information Security Management System) certification.
These internationally recognized certifications highlight Infoveave's robust data management practices and its dedication to ensuring customer…
New Framework Reveals Why "Better Prompting" Fails-and How to Fix AI Interaction …
Independent Research Introduces Behavioral Contracts: A Six-Layer System for Designing Reliable Human-AI Collaboration Without Changing Models
December 2025 - A new white paper challenges the dominant paradigm in AI interaction, arguing that the widespread focus on "prompt engineering" is addressing the wrong problem. In Operational AI: Designing Behavioral Contracts with Probabilistic Systems, independent systems designer Ryan Kimmel presents a comprehensive framework that reframes persistent AI failures-hallucinations, over-helpfulness, false confidence-not as intelligence…
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