Generated by poolside/laguna-s-2.1:free | View LLM Process
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LLM Process
Model: poolside/laguna-s-2.1: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. Someone is running Qwen 27B at ~20 tok/s on a jailbroken PS5's GPU
2. LiquidAI/LFM2.5-24B-A2B
3. "New AI fake text generator may be too dangerous to release, say creators" (2019 Guardian headline)
4. Character.AI files for bankruptcy, to sell some assets to Disney for $20 million
5. It's been too quiet on the other side of the Pacific
6. Why AnythingLLM is moving from Ollama to Lemonade and llama.cpp
7. Is everyone in here buying up smart TVs now?
8. Tencent open-sourced Agent Memory and it runs 100% locally on SQLite
9. COSMIC shuts the door on AI code as GNOME debates letting bug reports in
10. Show colleagues how much you care by sending an AI avatar to your Google Meet call
11. Oracle says AI will save it from the SaaSpocalypse, not bring it on
12. AI-assisted mushroom hunting is a recipe for a bad trip
13. OpenClaw 2.0 pours glitter on slow-burning security dumpster fire
14. not much happened today
15. collusion.wiki
16. The Heroes of Pea Island Life-Saving Station [video]
17. Five agents running on GPT-6.1 Sol clear WoW's Ragefire Chasm in 24h
18. Anthropic 2026 AUP Update
19. Show HN: GenClas, A 10 MB in-browser model that catches bugs that never throw
20. Show HN: Evaluate and improve your agent steering
21. Show HN: Ins Autopilot â a local-first Instagram workflow extension
22. Sprout â A modern, RP2350-powered motherboard for iPods
23. To Keep Human Judgment, We Need AI Courts
24. Jazzband is shutting down
25. What do you think of this small introductory Python course for complete beginners?
26. Tuesday Daily Thread: Advanced questions
27. What are some features in Python that you discovered many years later?
28. Lessons from building a live IoT ingestion server in Python
29. GeoPolars is being actively developed again: geometry types, CRS-aware measurements and GeoParquet
30. I made 100 Python flashcards
31. Monday Daily Thread: Project ideas!
32. PyCoderâs Weekly: Issue #756: 3.15 Released For Real This Time, Muse, and More (2026-10-13)
33. Rodrigo GirĂŁo SerrĂŁo: Sentinel built-in
34. PyCharm: Python vs Go: A Practical Comparison for Developers
35. Python Insider: Python 3.16.0 alpha 1 is now available
36. Seth Michael Larson: Gamingâs all-digital future doesnât include âSonic the Hedgehog 3â and âPikmin 2â
37. Rodrigo GirĂŁo SerrĂŁo: Explicit lazy imports
38. LernerPython blog, from Reuven Lerner: Pandas groupby: Aggregating multiple columns with multiple functions
39. it changes so fast...
40. Did limits just get decreased?
41. Visitor numbers to this sub seem to be plummeting
42. 3-month for free offer gone?
43. Voice Changed?
44. Hi, I just noticed that the plan names have changed.
45. With version 4.7, creative writing is practically impossible. SuperGrok Plus is therefore no longer worth the money.
46. Got a toy for you guys
47. The model that didn't exist, so you made it yourself
48. Production Patterns for Agents, Evals, and LLM Costs: QCon AI New York 2026
49. Article: When Should You Use Liquid Clustering? Benchmarking Lakehouse Layout Strategies
50. Podcast: What Does It Really Mean To Program With AI: A Conversation with Joy Ebertz
51. Presentation: You Can't Trust Your AI Bill. And Neither Can I
52. Cloudflare Traces Turns the Proxy Layer into OpenTelemetry Spans, with New Volume-Based Pricing
53. Elon Musk Tries to Convince Followers to Let Grok Control Their Credit Cards, in a Stunt That Immediately Backfires in a Very Embarrassing Way
54. Anthropic Warns âAI Wormsâ Will Infect Your Smart Home Devices and Use Them to Self-Replicate Beyond Control
55. Cops Not Happy When Man Creates Flock-Style Camera That Only Collects Police Plates
56. Google-Tied AI Startup Once Valued at a Billion Dollars Declares Bankruptcy
57. A Core Demographic of People Who Love AI: Pedophiles
58. Completely Unused ChatGPT Accounts Are Telling Users Theyâre in the Top Percentiles of Intelligence
59. The AI Data Center Boom Is Causing a Gigantic Spike in Smog-Spewing Gas Power Plants
60. Flock Cameras Are Really Just the Start of Our Dystopian Surveillance Hell, Experts Warn
61. Ohio University, Chubu University expand research collaboration through new faculty grants
62. AI approaches agree on colorectal neoplasia classification in 97.5% of colonoscopies
63. Can We Detect Harmful AI Before It's Too Late? Researchers Search for Warning Signs
64. A Real-World Study of Patient-Facing AI in Primary Care | Harvard Medical School
65. Mother accuses OpenAI of exploiting kids | Courthouse News Service
66. Addressing Labelled Data Scarcity: Taxonomy-Agnostic Annotation of PII Values in HTTP ...
67. H2O Cascade: Secure Model Factory | H2O.ai
Response:
Looking at this list, I need to filter for AI/robotics news important to developers, researchers, and curious non-expertsâexcluding security, quantum, and fearmongering topics, as well as generic discussion, Python tutorials, and off-topic items.
Key picks: Tencent open-sourcing Agent Memory (local, runnable tooling for agents); a Show HN in-browser model catching bugs (practical dev tool); and Anthropic's AUP update (policy shift affecting researchers and developers).
= HEADLINES =
Tencent open-sourced Agent Memory and it runs 100% locally on SQLite
Show HN: GenClas, A 10 MB in-browser model that catches bugs that never throw
Anthropic 2026 AUP Update
Check out the DeepWiki with analysis, pictures, graphs, and more.
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