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LLM Process
Model: nvidia/nemotron-nano-12b-v2-vl:free |
Status: Success
Prompt:
[system]:
You are selecting the top 3 headlines from a provided list for a specific target audience.
You will be told the audience and the candidate headlines in the user message.
Follow these rules EXACTLY:
1. Choose exactly 3 headlines from the provided list. Do NOT invent or rewrite headlines.
2. Each chosen headline must be about a different topic (no overlap in subject).
3. Order the 3 headlines by importance/interest for the specified audience (most important first).
4. Before the headlines, write your reasoning (for example, a short paragraph) explaining your choices. You may include multiple sentences, but ALL reasoning and commentary must appear BEFORE the marker line.
5. On a new line after all reasoning, write exactly: = HEADLINES =
6. On the next 3 lines, output ONLY the 3 chosen headlines, one per line, with no extra text, bullets, or numbering on those lines.
7. After the = HEADLINES = line, do not include any other text or lists. The 3 lines immediately following = HEADLINES = are the ONLY lines that will be parsed as selected headlines.
Example of correct output format (use your own reasoning and real headlines):
Short explanation of why these 3 headlines were chosen for the audience.
= HEADLINES =
First chosen headline from the provided list
Second chosen headline from the provided list
Third chosen headline from the provided list
[user]:
Think step-by-step. Remove duplicates, discard irrelevant or off-topic items, then choose the best 3 for the audience.
Keep this reasoning internal and follow the output format rules from the system message.
Audience:
Solar energy professionals and enthusiasts, primarily in the US. Focus on major solar and battery technology, policy, and market news. Avoid basic how-to guides, generic green content, and unrelated renewable topics.
Candidate headlines:
1. Researchers develop framework to optimise 2D perovskite solar cell design
2. US considers ban on Chinese solar inverters
3. New York reaches 8GW of distributed solar PV ahead of schedule
4. German solar PV generation up 10% year-on-year in the first half of 2026
5. Australia’s utility-scale solar generation climbs 11% year-on-year as June output reaches 4.73TWh
6. The future of home energy is intelligent, not just bigger: MOVA LumeGret on redefining residential power management
7. Solar PV LCOE ticks marginally upwards in 2025, reaching US$44/MWh – IRENA
8. New Jersey lawmakers say ‘yes’ to plug-in solar
9. Why Verified Waterproofing and Load Testing Matter for Solar Mounting on Exposed-Fastened Metal Roofs
10. Solar Power World is now accepting submissions for the 2026 Top Products contest
11. ‘Pivot, learn and continue’
12. Mild oxalic acid process enables efficient indium recovery from heterojunction solar cells
13. HiTHIUM showcases its 6.9 MWh, eight-hour LDES solution at The smarter E Europe
14. China moves to curb overcapacity in PV industry with mandatory energy consumption standards
15. Agrivoltaic cold frame system for controlled-environment crop cultivation
16. Bhutan secures funding for 310 MW of solar
17. Africa sets record 15 GW in solar panel imports as manufacturing lags
18. BYD Exports Reach New Heights, Up 94.7%
19. Tesla Will Reach 10 Million Cumulative Sales This Quarter
20. Tesla Has Its 4th Best Quarter Ever
21. Ninth Circuit Rejects Industry Challenge to SoCal Clean Air Rule for Boilers
22. Floating Hotels (Cruise Ships) Taxed Much Less Than Normal Hotels
23. Cape Verde Competes in World Cup, Leads In EV Adoption With All-BYD Government Fleet
24. BYD Commercial Vehicle Sales Up 24.7% in June
25. IHA: Global pumped storage tops 200 GW after record year for new capacity
26. Fixing generator interconnection | Factor This Policycast
27. Smarter, safer, and more prepared: A wildfire technology framework for U.S. utilities
28. Policy reform is key for states to unlock the potential of renewable energy
29. Case study: How Ireland’s distribution operator is building a digital inspection program to support proactive asset management
30. Proof-of-concept case study: Corridor-scale BVLOS utility inspection using lidar and RGB intelligence
31. Driving on Sunshine: A Primer
32. The Power of Local
33. Building Brighter Futures:
34. 35+ Years Off the Grid: Lessons Learned and Future Forward
35. Trees, Sunlight, and Solar Panels: Finding the Right Balance Optimizing Generation from a Solar Array by Minimizing Shade Loss
36. Physical AI Accelerates Global Energy Efficiency, Smart Grid Innovation, and Autonomous Infrastructure Growth
37. Micro Turbine Market Size & Share Analysis – Growth Trends & Forecasts (2025–2031)
38. Ktech GV Series: The Game-Changer Breaking Through the Off-Grid Inverter Red Ocean
39. PREMIER IMPROVEMENTS SOLAR
Response:
I selected three headlines that directly impact US solar industry stakeholders through technical advancement, policy risk, and market expansion. The first addresses cutting-edge solar cell performance optimization crucial for competitive advantage. Second examines political risk with Chinese equipment bans affecting supply chains. Third showcases major US market penetration through distributed solar growth. These cover technology, policy, and commercial aspects while avoiding international news or generic environmental content.
= HEADLINES =
Researchers develop framework to optimise 2D perovskite solar cell design
US considers ban on Chinese solar inverters
New York reaches 8GW of distributed solar PV ahead of schedule
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