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LLM Process
Model: cohere/north-mini-code: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. RecursiveSI/flint (40B A2.5B) ¡ Hugging Face
2. When will we see these changes? --> China Is Doubling RAM Production to Keep Everyday Gadget Prices from Skyrocketing
3. Now that 3090 frenzy warning post makes sense.
4. After using Flash next
5. Recursive Flint - the "Qwen3.8 35B" we've all been waiting for?
6. Kitten-TTS 2: New Open-source SOTA 1.58 bit TTS (CPU-only with voice cloning, multilingual, emotion control)
7. Amazing free 3090 speedup hack, verified works 15% PP, 5% TG for free
8. Reach new heights of laziness by burning tokens to let an AI tap your smartphone screen for you
9. Show colleagues how much you care by sending an AI avatar to your Google Meet call
10. Oracle says AI will save it from the SaaSpocalypse, not bring it on
11. not much happened today
12. collusion.wiki
13. App Needs an Interface an Agent Can Use
14. Private and OpenAI-Comp. Inference Engine for Nvidia Linux and Apple Silicon
15. Chores Machine, a snooze list for recurring chores
16. Suppressing misalignment monitoring alerts and disabling misalignment monitoring
17. What's left for us after AI? China's thinkers have different answers
18. Next.js applications, powered by Vite: introducing Vinext 1.0
19. Teaching a document parser to find its own blind spots
20. HGATE â Human-Guided AI-Assisted Traceable Engineering
21. litellm 1.107.0 on PyPI is compromised
22. Thursday Daily Thread: Python Careers, Courses, and Furthering Education!
23. How much time to wait before adopting a new Python version ?
24. Info for Python users regarding eMudhra / emSign CA certificate security incident
25. Anaconda - what is the word on the street, would you work there?
26. Request for feedback: uv check & PEP 723 script support in ty
27. Made an accessibility linter for Django templates, is this useful?
28. Python Hash Verification
29. Jaime Buelta: Jev webinar video
30. Python Engineering at Microsoft: Pylance + Pyrefly: bring your preferred type checker to Visual Studio Code
31. Mariatta: Python Core Sprint 2026: Day 2
32. Python Insider: Python 3.15.1, 3.14.9 and 3.13.17 are out
33. PyCoderâs Weekly: Issue #757: Django Migrations, Functional Programming, MVC, and More (2026-10-20)
34. Python Bytes: #501 A Nod to Sir-Mix-Alot
35. Rodrigo GirĂŁo SerrĂŁo: DX improvements in Python 3.15
36. increased moderation after new plan release?
37. Limit reached even though I haven't used it for 3 days
38. I Created a 17-Song Queen Acoustic Medley â Music Video Made with Grok Imagine đ¸đŹ
39. Kung-Fu Cat vs Baywatch (The short)
40. New Music option for Grok.
41. SuperGrok Pro, eighteen months, NSFW toggle on, age verified
42. Who would Grok vote for?
43. NVIDIA Kumo Relational Outperforms Supervised Machine Learning on Relational Data, No Training Required
44. Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.
45. ALTK-Evolve: How learned memory tops the Ď²-bench leaderboard on customer service tasks without a frontier model
46. AnyLanguageModel 1.0: One Year of Local Models on Apple Platforms
47. Article Series: Agentic AI Architecture
48. Google SynthID Detector Simplifies Watermark Detection and Expands Support to Other AI Providers
49. TornadoVM 7 Enables GPU-Native Workloads From Java Applications
50. Podcast: The Future of Web Apps: Will AI Agents Generate UIs on the Fly?
51. Maybe Vibe Coding Should Be Called âCuck Codingâ Because You Just Sit in a Chair and Watch
52. Grotesque Engagement Farmers Are Using AI to Manipulate Real Arrest Footage So That Cops Grope Women
53. Metaâs Muse AI Agent Caught Leaking Usersâ Intimate Personal Information
54. Major Data Center Developer Rents Floating Prison Barge to House Contract Construction Workers
55. Experts Warn of Humans Becoming Empty Vessels Controlled by AI
56. We Regret to Inform You That âGatGPTâ Is Exactly What It Sounds Like
57. Googleâs DeepMind Quietly Hiring Nuclear Physicists
58. Recipe Scammers Are Using an AI-Generated Emily Blunt as a Slop Puppet to Promote Their Garbage
59. Anthropic, music publishers square off on 'fair use' defense in AI copyright case | Reuters
60. Alfred Nunney | Write a Novel in Thirty Days - London Review of Books
61. CS alum Bowen Jin receives 2026 ACM SIGKDD Doctoral Dissertation Award
62. Newport News, Va., Will Explore Use Cases With an AI Factory - Government Technology
63. AI-powered robots can be tricked into slicing off fingers | Popular Science
64. Communion of Saints, by Sam Kestenbaum - Harper's Magazine
65. Canadian government sites among those offline after flaw identified in widely used computer ...
66. Using AI to offer personalized health advice | Nature
Response:
These three headlines capture distinct, highâimpact advances in AI that matter to developers, researchers, and curious nonâexperts. The RecursiveSI/flint (40B A2.5B) release on Hugging Face represents a new largeâscale language model that expands openâsource AI capabilities. KittenâTTS 2 introduces a breakthrough, openâsource textâtoâspeech system with advanced voiceâcloning and multilingual support, offering practical tools for developers and researchers. NVIDIA Kumo Relationalâs ability to outperform supervised learning on relational data without training signals marks a significant architectural shift, highlighting a novel paradigm that could reshape how AI handles structured information.
= HEADLINES =
RecursiveSI/flint (40B A2.5B) ¡ Hugging Face
Kitten-TTS 2: New Open-source SOTA 1.58 bit TTS (CPU-only with voice cloning, multilingual, emotion control)
NVIDIA Kumo Relational Outperforms Supervised Machine Learning on Relational Data, No Training Required
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