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Software Weekly Report
Artificial Intelligence (AI): AI Systems Transition from Pilot Deployments to Enterprise-Wide Rollouts: During the final week of 2025, enterprises accelerated the enterprise-wide rollout of AI systems that had been piloted earlier in the year. AI is now being embedded across departments—finance, operations, HR, customer support, and supply chain—moving from isolated use cases to coordinated organizational platforms. Key Technical Features: • Unified AI platforms integrating
4 min read


Hardware Pulse Weekly Report - Late December 2025
The silicon age is fracturing. From multi-core quantum processors to AI-powered glasses that grant humans auditory superpowers. As geopolitical boundaries and physical limits collide, a multidisciplinary revolution is redefining our digital reality. Dive into the architectural breakthroughs and material innovations reshaping existence. Quantum Computing - The quantum computing sector is rapidly scaling toward fault-tolerant systems through significant capital and technical m
6 min read


Hardware Pulse Weekly Report - Mid December 2025
The bedrock of human civilization is shifting. From quantum teleportation between distant dots to nuclear-powered AI hubs in tornado country, the very atoms of computing are being reimagined. We are entering an era where hardware isn't just a container for code—it is an intelligent, evolving organism. Quantum Computing - Horizon Quantum became the first software-centric firm to own and operate its own hardware. Financial activity is peaking: Sparrow Quantum raised $32 million
5 min read


Software Weekly Updates
Artificial Intelligence (AI): AI Systems Shift Toward Decision-Critical Roles in Enterprises: During this week, enterprises expanded the use of AI from assistive tools to decision-critical systems , especially in areas such as risk assessment, demand forecasting, fraud detection, and operational optimization. AI models are now being trusted to recommend or pre-approve decisions, with humans acting as supervisors rather than primary decision-makers. Key Technical Features: •
4 min read


Software Weekly Updates
Artificial Intelligence (AI): Enterprise-Scale AI Governance and Monitoring Becomes Mandatory: During this week, enterprises significantly expanded deployment of AI governance, observability, and monitoring frameworks as AI systems moved deeper into mission-critical operations. Organizations are no longer treating governance as optional; instead, it is being embedded directly into AI pipelines, especially for agentic and decision-making systems. Key Technical Features: • C
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Software Weekly Updates
Artificial Intelligence (AI): Agentic AI Systems Begin Large-Scale Enterprise Pilots: During this week, multiple enterprises reported expanded pilots of agentic AI systems capable of autonomous reasoning, planning, tool execution, and validation across complex workflows such as financial analysis, customer support escalation, and IT operations. Unlike prompt-based assistants, these systems operate as goal-driven agents with memory, feedback loops, and policy constraints. Ke
4 min read


Software Weekly Updates
Artificial Intelligence (AI): Autonomous AI Agents Advance Toward Enterprise-Grade Workflows: During this week, enterprise pilots and academic benchmarks showed that autonomous AI agents —systems capable of reasoning, planning, executing tools, and validating outputs—are moving from experimental demos to production-ready enterprise workflows. Key Technical Features: • Multi-agent orchestration frameworks supporting task decomposition into 5–20 subtasks per workflow . • Lo
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Software Weekly Updates
Artificial Intelligence (AI): Confidential AI Training Using Trusted Execution Environments (TEEs) Advances: During this week, multiple research groups and cloud vendors highlighted progress in confidential AI training , where models are trained and fine-tuned inside hardware-isolated trusted execution environments (TEEs). A notable 2025 research paper demonstrated privacy-preserving LLM fine-tuning across shared cloud infrastructure without exposing model weights or user dat
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Hardware Pulse Weekly Report - Early December 2025
We are witnessing a seismic shift in the physical foundations of our digital world. The era of incremental updates is dead, replaced by a Silicon Renaissance where the barrier between the molecular and the digital dissolves. This isn't just about faster gadgets; it is a total restructuring of global tech sovereignty. Quantum Computing - The quantum hardware sector is rapidly evolving from experimental research to integrated, cloud-accessible systems with real-world applicati
5 min read


Hardware Pulse Weekly Report - End Novmeber 2025
Imagine a world where your computer solves impossible problems, and your glasses are an AI genius. This isn't science fiction—it's today's hardware race. From brain-like chips to quantum freezers, a silent revolution is rebuilding the very bedrock of technology, piece by microscopic piece. Let's explore the engine of tomorrow. Quantum Computing - The quantum computing sector is experiencing significant global investment and infrastructure expansion. Pasqal is investing $52 mi
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Hardware Pulse Weekly Report - Late November 2025
The boundaries of reality are blurring. From quantum processors shattering computational limits to AI wearables becoming our secondary brains, a silicon revolution is redefining existence. This isn't just an upgrade; it's a metamorphosis of our physical and digital worlds, powered by atomic clocks and intelligent materials. Quantum computing - The quantum computing sector is rapidly advancing from experimental prototypes towards scalable, integrated systems. IBM has launched
6 min read


Hardware Pulse Weekly Report - Mid November 2025
From quantum leaps in computing to AI-driven wearables, the tech world is crackling with breakthroughs that blur the line between imagination and reality. Across chips, servers, IoT, VR, and materials science, each domain is undergoing a seismic shift—reshaping how we compute, connect, build, and even perceive the world around us. Quantum Computing - The quantum-computing sector is rapidly moving from foundational research toward early commercial and technical deployment. Qu
7 min read


Software Weekly Updates
Artificial Intelligence (AI): Cross-Cloud Privacy Architecture Gains Traction: Researchers continue to explore architectures that combine federated learning with large-language models (LLMs) to support privacy-first collaboration across clouds. A notable arXiv paper (“Cross-Cloud Data Privacy Protection: Optimizing Collaborative Mechanisms …”) proposes a system where model updates are shared across cloud domains without exposing raw data, using secure communication layers. Ke
4 min read


Software Weekly Updates
Artificial Intelligence (AI): Emerging Research on Governance for Agentic AI Systems: AAGATE — a production-grade governance control plane aligned to the NIST AI Risk Management Framework — was published. AAGATE is designed to run as a Kubernetes-native control plane that provides continuous risk monitoring, runtime policy enforcement and adversarial-resistance mechanisms for autonomous (agentic) AI. Key Technical Features: • Integrates NIST AI RMF controls into a Kubernetes
5 min read


Hardware Pulse Weekly Report - Early November 2025
The computing world is exploding with breakthroughs. From OpenAI’s $38 billion cloud deal to solid-state batteries and AI-powered glasses, a massive hardware revolution is underway. This is the pulse of a new technological era, driven by unprecedented demand and innovation that is reshaping every circuit of our digital future. Quantum computing - Quantum computing is advancing on both the hardware and infrastructure fronts. Researchers are tackling core scalability challenge
8 min read


Software Weekly Updates
Artificial Intelligence (AI): Global AI Governance Takes Center Stage at APEC: At the Asia‑Pacific Economic Cooperation (APEC) Summit on Nov 1, Xi Jinping proposed establishing a global body — the World Artificial Intelligence Cooperation Organization (WAICO) — to govern AI development and deployment worldwide. Key Technical Features: • Framework to promote cross-border data flows, transparency and “algorithmic public good” status for AI.• Targets include ≥ 95 % auditability
4 min read


Software Weekly Updates
Artificial Intelligence (AI): Anthropic–Google TPU Expansion Ushers in a New Era of AI Compute Scaling:In a landmark move this week, Anthropic announced a multi-billion-dollar partnership with Google Cloud to access one million TPU v6e chips—over 1 GW of compute capacity—to train its next-gen Claude AI models. This is one of the largest AI hardware deals ever, revolutionizing how frontier models are trained and optimized for efficiency, safety, and scale. Key Technical Featur
4 min read


Hardware Pulse Weekly Report - End October 2025
The hardware world is undergoing a seismic shift. From quantum chips achieving impossible calculations to AI whispering through smart glasses, a radical new architecture for reality is being built, one atom and algorithm at a time. Quantum Computing - The quantum-computing hardware sector is shifting focus from raw qubit counts to scalability, error correction, and collaboration. Google recently achieved a milestone in quantum error correction, advancing toward fault-toleran
8 min read


Software Weekly Report
Artificial Intelligence (AI): Mind-Reading AI “BCI” Converts Thoughts into Text: Australian researchers at the University of Sydney made global headlines this week with the launch of a next-generation brain–computer interface (BCI) capable of converting silent or imagined speech directly into text. The innovation uses non-invasive EEG sensors to capture brain activity and translate neural patterns into linguistic data in real time. Designed primarily for users with motor or s
6 min read


Software Weekly Updates
Artificial Intelligence (AI): Generative Models & Infrastructure Moves: During the week of Oct 10–16, 2025, the AI sector saw significant momentum in generative media, hardware partnerships and enterprise adoption. New Features & Releases: • OpenAI Sora 2 — A next-gen video-audio generative model producing 60-second realistic clips, integrated with user likeness insertion and high-fidelity sound. • Major infrastructure announcements: e.g., a partnership between OpenAI and Bro
5 min read
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