Technology & engineering
Real AI Starts With the Problem, Not the Algorithm
AI succeeds when it starts with a real problem. Algorithm-first AI creates models, not outcomes or value.
The journal / Research & perspectives
Research findings, independent perspectives and lessons from the work of turning science into impact.
Explore 434 articles ↓
Technology & engineering
AI succeeds when it starts with a real problem. Algorithm-first AI creates models, not outcomes or value.
Technology & engineering
Imagine a future where people work smarter, not longer hours. Artificial Intelligence (AI) and Deep Learning are making this possible by helping employees plan their work, improve performance, and communicate more effect…
Technology & engineering
Innovation succeeds when it starts with real constraints. Ignoring limits leads to pilots that never scale or deliver value.
Technology & engineering
Digital infrastructure is core research infrastructure. Without data, compute, and platforms, modern research cannot scale or deliver impact.
Technology & engineering
AI becomes a legal liability when data, decisions, and accountability are unclear. Governance failures turn models into risk.
Technology & engineering
Sustainability commitments sound impressive. Net-zero targets, impact reports, and bold pledges fill annual statements. But without measurement, they are just stories.If emissions aren’t tracked, reductions can’t be veri…
Technology & engineering
AI fails without clear ownership. Without a decision owner, models produce statistics, not outcomes or accountability.
Technology & engineering
Sustainability has moved from a niche concern to a board-level topic. Many organizations now have dedicated sustainability teams, strategies, and public commitments. Yet despite this visibility, these teams often struggl…
Technology & engineering
A technical exploration of how vertical farming utilizes light spectrum optimization and PAR values to maximize crop yields in controlled environments.
Technology & engineering
Solar power is a key renewable energy source, converting sunlight into electricity to meet global energy needs. Recently, Artificial Intelligence (AI) has become a major driver in improving solar power systems, boosting …
Technology & engineering
Gas leaks pose serious risks in homes, industrial plants, and confined spaces. The DogBot is an innovative robotic system designed to detect gas leaks quickly and efficiently, keeping people and facilities safe.Equipped …
Technology & engineering
Advanced technologies like Artificial Intelligence (AI), the Internet of Things (IoT), Large Language Models (LLMs), and Deep Learning are transforming the way we protect and preserve the environment.AI and Deep Learning…
Technology & engineering
Air quality in cities is a growing concern, as pollutants like non-methane hydrocarbons (NMHCs) can harm both the environment and human health. NMHCs are a group of volatile organic compounds that contribute to ground-le…
Technology & engineering
Industries such as oil, gas, and petrochemicals operate in complex and high-risk environments where safety and infrastructure reliability are critical. In recent years, robotic dogs have emerged as a powerful solution fo…
Technology & engineering
Clouds play an important role in regulating Earth’s climate and weather. They can reflect sunlight back into space or trap heat near the surface, influencing temperature, rainfall, and atmospheric conditions. Because of …
Technology & engineering
Bad spatial data leads to confident but wrong decisions. Quality, governance, and validation are essential before acting on maps.
Technology & engineering
Edge vs cloud AI isn’t a battle—it’s about use cases. Success depends on strategy, latency, and data needs, not “which is better.”
Technology & engineering
TRLs are not maturity scores. Learn how Technology Readiness Levels guide decision-making, risks, and strategy across innovation projects.