#greenhouse control
23 related articles
·3 min
Greenhouse Controller Showdown: Why Reinforcement Learning Lost to a Rule-Based Baseline
An open benchmark in GreenLight-Gym2 compares four greenhouse controllers, revealing why model-free RL (PPO) underperforms hand-tuned rules and how MPC and hybrid RL-in-MPC approaches can help.
Read more →
·3 min
Building Cooling Without Air Conditioning: A Deep Dive into Traditional Passive Cooling Wisdom
Explore traditional passive cooling methods that work without air conditioning, including external shading, night ventilation, thermal mass design, and wind tower principles for natural, energy-efficient building cooling.
Read more →
Why Switzerland Resists Air Conditioni…
·2 min
Why Switzerland Resists Air Conditioning: The Deep Tensions Between Climate, Energy, and Social Values
Why does Switzerland — a wealthy, developed nation — resist widespread air conditioning? This article explores the interplay of climate change, energy policy, architectural heritage, and social values behind Switzerland's cautious stance on cooling.
Read more →
·2 min
Can AI Make Fruit-Picking Robots Practical? Four Core Challenges Explained
Why can't fruit-picking robots scale up? This article breaks down the four core challenges — visual perception, motion planning, end-effectors, and cost — and how AI is helping.
Read more →
·2 min
Pheno4D: A Deep Dive into the Sub-Millimeter 4D Plant Point Cloud Dataset
Pheno4D is a 4D plant point cloud dataset built with laser scanning, covering 20 days of daily scans across 14 maize and tomato plants at 0.012mm precision with per-leaf instance tracking.
Read more →
·3 min
Sent Hundreds of Resumes with No Response? A Deep Dive into Tech Job Search Struggles and How to Break Through
Sending hundreds of resumes with no response? This article breaks down the core pain points in today's tech job market — ATS filtering, spray-and-pray fatigue, neglected referral channels — and offers actionable strategies to break through.
Read more →
·3 min
GPT-5.6 and ChatGPT Work Launch: AI Evolves from Conversational Assistant to Task Executor
OpenAI launches the GPT-5.6 family (Sol/Terra/Luna), ChatGPT Work, a new desktop app, and Hosted Sites — marking AI's evolution from Q&A assistant to autonomous task executor.
Read more →
·2 min
ChatGPT Work Officially Launches: How GPT-5.6 Reshapes the Way You Work
OpenAI launches ChatGPT Work and the GPT-5.6 model family—Sol, Terra, and Luna. From financial analysis to local file processing and interactive site generation, AI moves from answering questions to getting work done.
Read more →
·2 min
Testing the Claude Code Job Hunting Agent: A Deep Dive into AI Job Search, the 20K-Star Open Source Project
AI Job Search is an open source, Claude Code-powered job search automation tool with over 20K GitHub stars. It offers resume tailoring, cover letter generation, dual-Agent QA, and keeps humans in control of submission.
Read more →
·3 min
Career Switch to AI Engineer Without a CS Degree: A Self-Study Roadmap from Scratch
A real case study of an agriculture student breaking into AI: how to start with CS50 and systematically master Python, machine learning, and MLOps skills, with a three-phase transition plan for self-learners.
Read more →
·3 min
GPT-5.6 Launches with Three Models: Sol/Terra/Luna and ChatGPT Work Reshape How We Work
OpenAI launches the GPT-5.6 family—Sol, Terra, and Luna—alongside ChatGPT Work, a new desktop app, and Sites. AI evolves from a chat tool into a true productivity partner, completing financial analysis, presentations, and cross-platform collaboration in one operation.
Read more →
·5 min
ChatGPT Work Officially Launches: How GPT-5.6 Is Reshaping the Way You Work
OpenAI launches the GPT-5.6 model family (Sol/Terra/Luna) and ChatGPT Work, enabling automated financial analysis, local file operations, Codex coding, and cross-app workflows—AI officially becomes a real work partner.
Read more →
Microsoft's Carbon Emissions Surge 25%…
·3 min
Microsoft's Carbon Emissions Surge 25%: The Environmental Cost of AI Data Centers and the Path Forward
Microsoft's latest sustainability report shows carbon emissions up ~25% from baseline, driven by data center expansion. A deep dive into AI's carbon dilemma and solutions like liquid cooling and nuclear power.
Read more →
·3 min
Eight Key Facts in the Air Conditioning Debate: Energy Use, Climate, and Global Divides
Air conditioning sits at the intersection of energy, climate, and public health. This article examines key facts on AC energy use, carbon emissions, the cooling paradox, and global divides — and explores paths toward efficient, equitable cooling.
Read more →
·2 min
GPT-5.6 Released: How AI Agents Are Moving from the Screen into the Physical World
OpenAI releases the GPT-5.6 model family, focusing on real-world applications: from automating greenhouses and empowering small entrepreneurs, to Codex 5.6 helping a mathematician disprove a three-year problem. A deep dive into GPT-5.6's multi-agent architecture and end-to-end execution.
Read more →
·3 min
GPT-5.6 Released: Sol, Terra, and Luna Reshape AI Programming and Office Automation
OpenAI launches GPT-5.6 with three models — Sol, Terra, and Luna — plus ChatGPT Work, a new desktop app, and Hosted Sites. Codex now autonomously trains models.
Read more →
·8 min
GPT-5.6 Hands-On: Farm Automation, Mathematical Breakthroughs, and End-to-End AI Execution
GPT-5.6 (Sol, Terra, Luna) hands-on testing: a Hokkaido farmer controls a greenhouse with AI, a NYC small business builds custom software, and a Polish mathematician breaks a 3-year problem. A deep dive into end-to-end autonomous execution.
Read more →
·4 min
AI Learns to Speak Plant: How Smart Gardening Lets Plants Talk to Us
Plants speak through wilting, yellowing, and spots. This article explores how AI uses computer vision, sensor fusion, and LLMs to translate plant signals into human language, making smart gardening a reality.
Read more →
·2 min
European Hotels Cut Services in the Name of Sustainability: Greenwashing or Genuine Environmentalism?
A Dutch hotel limits AC to 23°C, cancels daily cleaning, and withholds toiletries — all in the name of sustainability. Is this genuine environmentalism or greenwashing?
Read more →
·3 min
Europe's Extreme Heat Driving Tourists Away: Can Climate Tech Save the Tourism Industry?
Europe's summer heat and lack of AC are driving tourists away. Explore how climate tech — smart cooling, district cooling, and AI energy management — can help Europe's tourism industry adapt.
Read more →