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LLM Process
Model: nvidia/nemotron-3-super-120b-a12b: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. Anthropic just dropped the greatest advertisement for GLM ever.
2. AMD's new 256 core EPYC has 16-channel DDR5-12800, 91% memory bandwidth of an RTX 5090
3. Looks like the era of subsidised compute is coming to an end. The old ChatGPT Pro $200 20x plan will be halved. The new $500 plan will have similar limits as the (old) $200 plan.
4. GLM-5.3 and the Spread of Advanced Cyber Capabilities \ Anthropic
5. Deepseek Harness app is out now!!!
6. Reflection 70B was released two years ago (September 2024)
7. RAM Offloading with vLLM - tcclaviger appreciation post
8. Oracle says AI will save it from the SaaSpocalypse, not bring it on
9. Microsoft goes after Salesforce and ERP users with AI-powered converter
10. Another Microsoft team admits itâs struggling to handle flood of AI-generated code
11. AI-assisted mushroom hunting is a recipe for a bad trip
12. OpenClaw 2.0 pours glitter on slow-burning security dumpster fire
13. Microsoft's virtual intern Teams Facilitator will be late for the meeting
14. Salesforce boasts: 50% of bookings were from 'customers refilling the tank... they consume Flex Credits, they want more'
15. not much happened today
16. collusion.wiki
17. Show HN: I built another screen recorder for Mac
18. Chatting App from Future Generation
19. Show HN: Generative ambient music from live weather
20. Show HN: Raven â The harness of harnesses, built for RSI
21. ANYPS5 Runs PS5 Games Natively on PC â No Emulation Required
22. Microsoft Lost the API War (2004)
23. Tuesday Daily Thread: Advanced questions
24. What do you think of how Nix is used in xo-python?
25. Compute! - Open-source and Data Science conference - Paris - November 2026
26. Pandas vs Polars in production â has anyone fully switched, and was it worth the migration?
27. Monday Daily Thread: Project ideas!
28. Ideas for Python-based, procedurally generated stories please
29. Fastapi end to end course
30. The Python documentation is now available in Persian
31. PyCoderâs Weekly: Issue #754: Jev, PyO3, Temp Files, and More (2026-09-29)
32. Python Bytes: #498 A Tiny Episode
33. eGenix.com: Python Meeting DĂźsseldorf - 2026-10-07
34. The Python Coding Stack: The Potion Shop That Does Too Much ⢠The S in SOLID
35. Glyph Lefkowitz: What Would A Serious AI Product Look Like?
36. Python Insider: The Python documentation is now available in German
37. Rodrigo GirĂŁo SerrĂŁo: TIL #146 â Using maturin through uv
38. LernerPython blog, from Reuven Lerner: Pandas dropna: The best way to remove NaN values from a series
39. Grok Imagine 1.5 vs 2.0
40. Grok genuinely dumm these days.
41. Is anyone getting this?
42. Different resolution>>moderated!
43. Excessive use of ram
44. This faking ai always gives up on me when i need it the most!!!
45. how tf is grok 4.7 insanely fucking bad at ui/ux now?
46. Finger skateboard world cup (i wish)
47. Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents
48. AWS Introduces Foreign Key Constraints in Aurora DSQL
49. Docker Cloud Sandboxes Provide a Consistent Sandbox Abstraction across Laptop and Cloud
50. Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design
51. OpenAI Cancels Upcoming AI Model When It Shows Signs of Being Evil
52. Woman Calls Police on Herself After Googleâs AI Overviews Led Her to Poach Small Adorable Birds Out of Season
53. Creative Industries Have Been Eviscerated by AI, Data Shows
54. Microsoft Shrivels When Asked If Its âGood Neighborâ Data Center Policy Will Involve Actually Supporting Community Groups
55. Human Contractors Are Seeing All Your Horny â and Creepy â AI Prompts
56. Itâs Starting to Look Like Frontier AI Labs Will Be Taken Down in a Storm of Product Liability Suits If Their Models Keep Going on Incredibly Illegal Rogue Hacking Sprees
57. Man Says Metaâs Muse AI Gave His Home Address Out to Strangers
58. OpenAI Halts Frontier Model Training as Rogue Agent Crisis Deepens
59. Bell signs agreement with Cisco to collaborate on sovereign AI infrastructure
60. The role of AI and Large Language Models in alleviating the phenomenon of medical deserts
61. Blackbaud Introduces Lanternâ˘, the First Domain-Specific Language Model Purpose-Built ...
62. Experiencing Art Through Language - Colby News
63. Timnit Gebru Believes There Is No 'Existential Threat' From AI | WIRED
64. Companies are paying LLMs to generate text for decisions that only need a label. Jev offers ...
65. AI's social norms and their implications for society - Tech Xplore
66. Oracle expands AI agent features with Fusion Claw - SiliconANGLE
Response:
These three headlines highlight significant, distinct advancements relevant to AI developers and researchers: a practical presentation on deploying adaptive recommender systems, the launch of a purposeâbuilt domainâspecific language model showing how AI is being specialized for industry needs, and the release of a new harness app for the Deepseek model that provides accessible tooling for experimentation and integration. Together they cover cuttingâedge research, product innovation, and developer utilities without overlapping topics or veering into fearâmongering or securityâfocused content.
= HEADLINES =
Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design
Blackbaud Introduces Lanternâ˘, the First Domain-Specific Language Model Purpose-Built ..
Deepseek Harness app is out now!!!
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