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LLM Process
Model: nvidia/nemotron-3-ultra-550b-a55b: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:
AI and robotics news for developers, researchers, and curious non-experts, focusing on the most important developments in AI and robots. Avoid generic fearmongering or any security or quantum computing topics
Candidate headlines:
1. Qwen3.8-27B has become unuseable recently
2. CCORE GLB-3D-Coder 4B final model and full weights are out
3. Qwen be like
4. Quantization livestream with goats of inference
5. My gift to the mods:
6. Howler will have AI answer your questions, then burn the chat
7. Oracle says AI will save it from the SaaSpocalypse, not bring it on
8. not much happened today
9. collusion.wiki
10. Overlooked Linux Mv Option Replaces Three Commands with One
11. What it costs to move your email templates off Mandrill
12. Show HN: Get Better at Piano with Noodle
13. Reusing existing FUSE daemons as VirtioFSD back end
14. Wrong Ways to Create Strings
15. Algorithmic Art: When AI Writes the Code, Where Is the Art?
16. Smart-contract risk reports that AI agents buy per call over x402
17. Robots with real-tissue muscle actuators achieve jumping, swimming and walking
18. Thursday Daily Thread: Python Careers, Courses, and Furthering Education!
19. Showcase Thread
20. What Python project taught you the most about real world development?
21. Pip 26.3 - Extended Pylock Support, Build Backend Warnings, and a caution on wheel installation
22. Best hosting platform other than Render (Python) - Django project
23. FastAPI Cloud is now generally available
24. CPython core dev Larry Hastings on testing race conditions in free-threaded Python and AI-coding
25. What is the closest equivalent to AstroJS in the Python ecosystem?
26. Wing Tips: Getting Started with Autonomous Development in Wing Pro 12.1
27. Graham Dumpleton: A first look at Muru
28. Python Morsels: Unnecessary syntax in Python
29. The Python Coding Stack: The Second Opinion
30. death and gravity: pyinfra – simple infrastructure automation in Python
31. Python Software Foundation: Joshua Mcshannon Joins the PSF as Infrastructure Engineer
32. Python GUIs: Change color in QProgressBar delegate — How to dynamically change QProgressBar colors in a QTableView delegate
33. Graham Dumpleton: Twenty years of mod_wsgi, and what comes next
34. Why is this an option when even the most tame images are blocked?
35. Few things I generated on Grok
36. Free Tier Limit Reached
37. False ban that i cant appeal
38. Current state of Grok
39. How life will look in 100 years according to ChatGPT
40. Is grok fucking bugged?
41. This is so true 🤣
42. A Closer Look at Phonon TTS. Launching High-Quality On-Device Speech That Tops the Benchmarks.
43. Dharma Field Extractor: Any Document In, Structured Fields in JSON Out
44. Palette: teaching a small model to build decks in your design language
45. CWE-bench v2: More coverage, quality, and transparency
46. nemotron-halloween
47. Google Discloses PageBreak AI Security Agent That Found 500+ XSS Bugs
48. Panicked Sam Altman Reverses Position as Walls Close In, Says People Should Be Able to Own RAM
49. The Tech Industry Went All in on Trump, and Now They’re in Serious Danger Now That Americans Have Turned on Him
50. Sam Altman Makes Weird Tweet After Bruising Midterm Results
51. Americans Just Resoundingly Rejected AI Data Centers
52. Former Meta Exec Shreds the Company’s Muse AI Agent as “Insane” Privacy Risk
53. OpenAI Wants to Change the Name of Data Centers to the Stupidest Thing You’ve Ever Heard in Your Life
54. Sam Altman Crows That AI Is Now Smarter Than the Brightest Human Scientists
55. Anthropic Debuts Tool for Your Boss to Spy on Your Claude Chats
56. Some AI bots work harder to defy stereotypes, study finds - Tech Xplore
57. AI-Powered Transportation Management for Modern Challenges - Parsons Corporation
58. Tencent Launches Upgraded Hy4 AI Model With Visual Understanding - Caixin Global
59. Chatbots with personality? How AI describes itself and judges us - Tech Xplore
60. CS Seminar: Sara Moshtari and Matthew McNeill | CUNY Graduate Center
61. Voters Rejected A.I. in the Midterms. Now Comes an Era of Scrutiny. - The New York Times
62. How to assess your organization's AI security maturity | TechTarget
Response:
The audience seeks cutting-edge AI and robotics developments relevant to developers and researchers. I selected three headlines covering distinct, high-impact areas: a breakthrough in bio-hybrid robotics (real-tissue actuators), a major multimodal model release from a tech giant, and a state-of-the-art on-device speech synthesis system with benchmark results. These represent hardware innovation, foundation model progress, and practical deployment advances—core interests for the target audience—while avoiding security, politics, and fearmongering.
= HEADLINES =
Robots with real-tissue muscle actuators achieve jumping, swimming and walking
Tencent Launches Upgraded Hy4 AI Model With Visual Understanding - Caixin Global
A Closer Look at Phonon TTS. Launching High-Quality On-Device Speech That Tops the Benchmarks.
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