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Our Scans · (ZY.4.04) Cognitive Science · Weekly Summary


  • [New] By 2026, AI technologies will emphasize efficiency through hardware-aware models and domain-specific systems, enabling broader business adoption without deep technical expertise. Grokipedia
  • [New] Hybrid no-code/low-code approaches are poised for dominance, combining visual development with generative AI to enhance citizen development while maintaining platform reliability, potentially reshaping software creation paradigms by 2035. Grokipedia
  • [New] One of the primary challenges in adopting no-code AI platforms within enterprises by 2026 is the escalating energy demands of AI technologies, which are predicted to create significant bottlenecks in scalability and infrastructure availability. Grokipedia
  • [New] By the end of 2026, enterprise AI success metrics will shift from measuring tokens generated to evaluating tasks completed autonomously, emphasizing practical outcomes over raw computational output. Grokipedia
  • [New] In 2026, AI-driven multimodal integration is expected to influence no-code tools, enabling the processing of diverse inputs such as voice commands, visual sketches, and textual descriptions for more natural application development. Grokipedia
  • [New] More organizations are expected to emulate AI front-runners by implementing enterprise-wide initiatives centered on executive sponsorship to ensure alignment with business goals. Grokipedia
  • [New] AI/analytics within custom software builds are projected to grow at a rate of 21.5% CAGR through 2035, making it the fastest-growing subsegment and a proxy for rising skill demand. DesignRush
  • [New] Over 40% of agentic AI projects (often confused with chatbots) will be canceled by 2027 due to unclear business value. Baytech Consulting
  • [New] Vibe coding will go mainstream among small businesses, enabling non-technical founders to build minimum viable products and internal tools rapidly, alongside agentic AI automating full workflows in finance and HR. Grokipedia
  • [New] In 2026, organizations will adopt top-down AI programs via centralized AI studios to integrate reusable components and agentic workflows, allowing non-technical users to deploy AI without traditional coding. Grokipedia
  • [New] AI-fueled processes in development lifecycles, including automated deployment, will enable faster iterations and reduce overall cycle times by allowing broader team involvement in technical tasks. Grokipedia
  • [New] By the end of 2026, the number of Intelligent Edge & Physical AI devices is expected to surpass 5 billion worldwide. TechBullion
  • [New] In 2026, trust remains the currency of coaching, and AI adoption without guardrails risks undermining it. Fitness Business Blog
  • [New] At least one major global enterprise will fall to a breach caused or significantly advanced by a fully autonomous agentic AI system. Ermer and Suter PLLC
  • [New] The AI governance frameworks of the European Union and China reflect their distinct regulatory philosophies, focusing on technology's impact on fundamental rights in the EU and a multi-dimensional assessment of risks in China. ISACA
  • [New] China's AI Governance Framework 2.0 adopts a dynamic, multidimensional model to classify and grade risks based on application scenario, intelligence level, and scale. ISACA
  • [New] With the EU's AI Harmony Framework set to take effect in June and similar legislation advancing in APAC regions, we expect to see a significant push toward standardized explainability protocols across major AI systems. AGI Agent
  • [New] Gartner's Warning: Gartner predicts that over 40% of Agentic AI projects will be canceled by the end of 2027. Emerline
  • [New] By 2026, enterprise software, from ERP and CRM systems to project management and analytics tools, will routinely embed AI agents. Nectarbits Solution
  • [New] By 2026, AI agents will move beyond isolated tasks, becoming fully integrated decision-making partners across organizations, driving efficiency, productivity, and innovation. Nectarbits Solution
  • [New] By 2026, a significant share of enterprise applications will embed autonomous AI agents into core business processes, making agentic AI a staple, not an experiment. Nectarbits Solution
  • [New] By 2026, many enterprise applications will embed AI agents as core components, signaling a shift from experimentation to mainstream adoption. Nectarbits Solution

Last updated: 20 February 2026



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