llm/122b8d72-a8a3-4fcf-8eca-6a52786d1a8b/batch-6-78cb1a6b-b2ba-415e-86e2-d776e8016e16-input.json
The following is content for you to classify. Do not respond to the comments—classify them.
<topics>
1. Lack of Concrete Evidence
Related: Commenters repeatedly criticize the article for providing no examples, code, projects, costs, or specifics about what was actually built, calling it empty hype and platitudes without substance or proof of claims
2. Author Credibility Concerns
Related: Multiple commenters point to the author's previous blog post praising the Rabbit R1 as evidence of poor technical judgment and tendency toward unfounded enthusiasm for new technology
3. AI Coding Tool Limitations
Related: Discussion of how AI tools work well for simple, repetitive, or locally-scoped tasks but fail with complex systems, large codebases, and non-trivial problems requiring significant human guidance
4. Greenfield vs Legacy Projects
Related: Observations that AI coding excels at new projects under 10,000 lines of code but struggles maintaining consistency and avoiding regressions in larger, established codebases
5. Astroturfing Suspicions
Related: Multiple commenters suspect pro-AI posts are marketing campaigns or astroturfing given the billions invested in AI, with some noting suspicious voting patterns and repetitive promotional content
6. AI-Generated Content Detection
Related: Many suspect the blog post itself was written by AI, citing lack of specifics, excessive em-dashes, and generic promotional language characteristic of LLM-generated slop
7. Manager Fantasy Critique
Related: Skepticism about the desire to become a 'super manager' rather than hands-on developer, with some viewing it as CEO cosplay or escapism from actual technical work
8. Productivity Illusion
Related: Discussion of whether AI tools create actual productivity gains or merely the feeling of productivity, with some noting impressive-looking output that lacks substance or quality
9. Security Concerns
Related: Significant worry about OpenClaw's security vulnerabilities, prompt injection risks, and the danger of giving AI agents access to production systems, emails, and sensitive data
10. Skills and Learning Curve
Related: Debate over whether effective AI tool usage requires significant skill development, with some arguing poor results indicate user skill issues while others see fundamental tool limitations
11. Real World Use Cases
Related: Commenters share legitimate use cases including utility scripts, exploring unfamiliar codebases, setup automation, and learning new tools, distinguishing these from transformative claims
12. Cost and Accessibility
Related: Discussion of the financial barriers including expensive subscriptions, Mac Mini hardware, and token costs that contradict claims of democratizing technology
13. AI Hype Cycle
Related: Observations that we're at the apex of AI hype, with predictions the bubble will pop and more realistic assessments will emerge over time
14. Context Window Problems
Related: Technical discussion of how AI agents lose coherence as context grows, with compaction causing confusion and requiring human redirection
15. Testing and Verification
Related: Emphasis on the need for humans to verify AI output, run tests, and maintain quality control since AI cannot reliably check its own work
16. Language-Specific Performance
Related: Observations that AI performs better with some programming languages like Python and JavaScript compared to Java, Scala, or enterprise frameworks
17. Engineering vs Management
Related: Philosophical debate about why engineers want to become managers, whether it's about power, career progression, avoiding obsolescence, or building bigger things
18. Model Selection Matters
Related: Discussion of significant quality differences between AI models, with frontier models like Opus and GPT-5.2 performing notably better than cheaper alternatives
19. Workflow Integration Tips
Related: Practical advice including using AGENTS.md files, breaking tasks into smaller chunks, brainstorming with agents, and having separate contexts for review and implementation
20. Vibe Coding Skepticism
Related: Criticism of fully autonomous AI coding without understanding the output, with warnings about technical debt, logical errors, and unmaintainable code accumulation
0. Does not fit well in any category
</topics>
<comments_to_classify>
[
{
"id": "46932127",
"text": "I think in the future this might be known as AI megalomania"
}
,
{
"id": "46936282",
"text": "It is already known as Ai psychosis and ai productivity porn"
}
,
{
"id": "46936753",
"text": "Not bad not bad"
}
,
{
"id": "46938005",
"text": "What I find when I'm using Claude for coding personal projects is that it is pretty darn expensive when letting them work on their own. Is the cost of tokens ever a concern for those who use OpenClaw?"
}
,
{
"id": "46935781",
"text": "You should check out Magic Cloud ==> https://www.youtube.com/watch?v=k6eSKxc6oM8"
}
,
{
"id": "46936565",
"text": "everything I see people do with openclaw is less like LLM work and more like 'Yahoo! Pipes' work.\n\nI haven't been able to find a good use for myself yet. Almost everything I use an LLM for has some kind of hard human-in-the-loop factor that is as of yet inescapable -- but I also don't really use LLMs for things like \"sort my email.\". mostly entirely coding."
}
,
{
"id": "46932174",
"text": "That's a very inefficient way to interact with CC. There will be transmission losses that need too much feedback looping.\n\nSo, it appears that we have come a long way bubbling up through abstraction layers: assembly code -> high-level languages -> scripting -> prompting -> openclaw."
}
,
{
"id": "46936912",
"text": "I‘ve done some phone programming over the Xmas holidays with clawdbot. This does work, BUT you absolutely need demand clearly measurable outcomes of the agent, like a closed feedback loop or comparison with a reference implementation, or perfect score in a simulated environment. Without this, the implementation will be incomplete and likely utter crap.\n\nEven then, the architecture will be horrible unless you chat _a lot_ about it upfront. At some point, it’s easier to just look in the terminal."
}
,
{
"id": "46938237",
"text": "Sounds like someone who doesn't like writing code."
}
,
{
"id": "46932285",
"text": "> My productivity did improve, but for any given task, I still had to jump into the project, set up the environment, open my editor and Claude Code terminal. I was still the operator; the only difference was that instead of typing code manually, I was typing intent into a chat box.\n\n> Then OpenClaw came along, and everything changed.\n\n> After a few rounds of practice, I found that I could completely step away from the programming environment and handle an entire project’s development, testing, deployment, launch, and usage—all through chatting on my phone.\n\nSo, with Claude Code, you're stuck typing in a chat box. Now, with OpenClaw, you can type in a chat box on your phone? This is exciting and revolutionary."
}
,
{
"id": "46935662",
"text": "The impact from appearing on HN is disproportionately bigger than anything else.\n\nIt's the endgame."
}
,
{
"id": "46935458",
"text": "Mind you, that regardless of your sentiment towards OpenClaw, not everyone is able to afford a sparse Mac Mini (especially given ram prices) and a ton of Claude tokens/super beefy GPU for local models to run this stuff. That's to the supposed \"democratisation of knowledge and technology\"."
}
,
{
"id": "46935484",
"text": "FWIW Mac Minis have not increased in price because of \"RAM Prices\". Same models cost exactly the same as a year ago. Maybe it will change in the future, maybe not. Who knows. But right now Apple seems to have secure a good stash of RAM to use and avoid price changes."
}
,
{
"id": "46934325",
"text": "These are the same people who a few years ago made blogposts about their elaborate Notion (or Roam \"Research\") setups, and how it catalyzed them to... *checks notes* create blogposts about their elaborate Notion setups!"
}
,
{
"id": "46934393",
"text": "Quite literally, the previous post on this blog is from 2024 talking about what a revolution the Rabbit R1 is. We all know how that turned out. This is why I give every new trendy developer tool a few months to see if it’s really a good thing or just hype."
}
,
{
"id": "46934933",
"text": "> Generally, I believe R1 has the potential to change the world.\n\noh man this is fantastic"
}
,
{
"id": "46935346",
"text": "Maybe that's why these users go crazy over openclaw, they may need or yearn for such a tool. I don't but that doesn't mean there isn't a market for it though."
}
,
{
"id": "46935644",
"text": "There isn’t a market. OP wrote that Rabbit R1 post after seeing the release video (according to a comment on this link, their blog post says otherwise) and immediately called it a ”milestone in the evolution of our digital organ” . Their judgement is obviously nonexistent.\n\nSomething tells me they never even downloaded OpenClaw before writing this blog post. It’s probably an aspirational vision board type post their life coach told them to write because they kept talking about OepnClaw during their sessions, and the life coach got tired of their BS."
}
,
{
"id": "46935921",
"text": "> A milestone in the evolution of our digital organ."
}
,
{
"id": "46936004",
"text": "The jokes write themselves. Now you can have both, Openclaw comes preloaded on the R1.\n\nhttps://www.rabbit.tech/rabbit-r1"
}
,
{
"id": "46940074",
"text": "Wait, the R1 still exists? Frankly, I had assumed they'd gone under."
}
,
{
"id": "46935937",
"text": "Literally came here to make this comment….\n\nNo desire to be a hater or ignore the possibility of any tech but…yeah…transformative that was not"
}
,
{
"id": "46934688",
"text": "Midwits love this kind of stuff. Movie critics heap praise on forgettable movies to get their names and quotes on the movie poster. Robert Scoble made an entire career in tech bloviation hyping the current thing and got invited to the coolest parties. LinkedIn is a word salad conveyor belt of this kind of useless nonsense.\n\nIt's a racket never ends."
}
,
{
"id": "46935750",
"text": "These people are always swarming the new shiny gadgets thinking it will finally unfuck their miserable life while not noticing that the chase is why they've been miserable this whole time. What they need is 6 month in a cabin in the middle of nowhere without internet"
}
,
{
"id": "46938652",
"text": "There seem to be a lot of posts like this as of late. I truly can't decide if the authors actually believe what they've written or if it's some preposition of themselves to be included in the hype cycle of AI FOMO or what. It feels very cringe as I read it. As if to say OpenClaw has somehow been such a pivotal change in their life, so monumental, that it's an epiphany that has changed them forever. Maybe it's just the fact that I've been surrounded by automation for many years and also using it with agents or LLMs for the past couple that I just don't feel like this is a true sentiment of what actually exists. It feels placed, it feels targeted and it feels like a huge lie. I guess you could also call it low effort marketing."
}
,
{
"id": "46934913",
"text": "I’m working on a product related to “sensemaking”. And I’m using this abstract, academic term on purpose to highlight the emotional experience, rather than “analysis” or “understanding”.\n\nIt is a constant lure products and tools have to create the feeling of sensemaking. People want (pejorative) tools that show visualizations or summaries, without thinking about the particular visual/summary artifact is useful, actionable or accurate!"
}
,
{
"id": "46938222",
"text": "Fascinating. If you're not aware of Jesse Schell's book on game design, even if your work is unrelated to games, I highly recommend taking a look. Would love to hear more about your work / product."
}
,
{
"id": "46935406",
"text": "Not people, that post is from OpenClaw... 100% ;-)"
}
,
{
"id": "46935996",
"text": "100% a precursor to a follow up post like \"I asked OpenClaw to write me a blog post about how it's changing my life and it hit the top of HackerNews\""
}
,
{
"id": "46935871",
"text": "Oh my god your verbalization of this phenomenon is spot on! I feel validated that someone else feels this way."
}
,
{
"id": "46934642",
"text": "Don't forget about Obsidian"
}
,
{
"id": "46934908",
"text": "Both are great tools though.\n\nThey (or their devs) are not at fault that some people honestly believe you can't be as productive or consistent without a \"thought garden\" or whatever."
}
,
{
"id": "46935005",
"text": "Obsidian is local first with basically zero lock-in, and it's heavily community driven. Don't lump it in with Notion."
}
,
{
"id": "46935076",
"text": "True, but it does have the cottage industry of influencers selling their vault skeleton and template/plugin packs for unlocking maximum productivity… same as notion. And Evernote, to an extent, before that."
}
,
{
"id": "46935195",
"text": "And how to properly use your Day-Runner before that (c1996). Productivity hacks sell because humans want silver bullets."
}
,
{
"id": "46935784",
"text": "Yeah, but so does many other good things. Exercise is generally a good thing, so is decent quality food, meditation, philosophy, healthy relationships, etc. Those are things that also have a cottage industry of influencers who are selling their “thing” about how you should do it. The problem there is the influencers and their culture not the food or working out, etc.\n\nIt only becomes problematic if the “good” thing also indulges in the hubris of influencers because they view it as good marketing. Like when an egg farm leans in “orange yolk”"
}
,
{
"id": "46935197",
"text": "Yeah, after getting burnt out on Evernote I just use basic markdown files for my notes. I never bother with anymore features beyond \"write to file\" or \"grep directory for keywords\" because I know I'll personally not benefit from them. The act of writing notes is what is useful to me, retrieving the notes are hardly ever useful."
}
,
{
"id": "46934430",
"text": "But today, the AI is writing the blogposts for them."
}
,
{
"id": "46932082",
"text": "what was the instruction to write and promote this post?"
}
,
{
"id": "46932139",
"text": "On that thought you got to ask yourself why almost every thread has 200+, some even 500+ comments now. Definitely wasn't like this a few months ago"
}
,
{
"id": "46939263",
"text": "This \"AI\" mind virus has spread."
}
,
{
"id": "46936751",
"text": "Someone should analyze this and share results. The data should be there"
}
,
{
"id": "46936386",
"text": "Oh boy i suspected it's already happening. If dang and YC don't provide good guardrails against ai slop, this community will soon die."
}
,
{
"id": "46936847",
"text": "Generate hot fart to rattle HN."
}
,
{
"id": "46932112",
"text": "Exactly, I'm not going to waste my time reading this AI generating post that's basically promoting itself.\n\nWhat I really wonder, is who the heck is upvoting this slop on hackernews?"
}
,
{
"id": "46934291",
"text": "I did because I want to see a critical discussion around it. I'm still trying to figure out if there's any substance to OpenClaw, and hyperbolic claims like this is a great way to separate the wheat from the chaff. It's like Cunningham's Law."
}
,
{
"id": "46932170",
"text": "It only has 11 points. It just got caught in the algorithm. That's all."
}
,
{
"id": "46932286",
"text": "But I see these kinds of post every day on HN with hundreds of upvotes. And it's a thousand times worse on Reddit."
}
,
{
"id": "46933167",
"text": "The hundreds of billions of dollars in investment probably have something to do with it. Many wealthy/powerful people are playing for hegemonic control of a decent chunk of the US economy. The entire GDP increase for the US last year was due to AI and by extension data centers. So not only the AI execs, but every single capitalist in the US whose wealth depends on line going every up year. Which is, like, all of them. In the wealthiest country on the planet.\n\nSo many wealthy players invested the outcome, and the technology for astroturfing (LLMs) can ironically be used to boost itself and further its own development"
}
,
{
"id": "46933589",
"text": "I was thinking the exact same thing earlier today. I think you're right. They have so much at stake, infinite money and the perfect technology to do it."
}
]
</comments_to_classify>
Based on the comments above, assign each to up to 3 relevant topics.
Return ONLY a JSON array with this exact structure (no other text):
[
{
"id": "comment_id_1",
"topics": [
1,
3,
5
]
}
,
{
"id": "comment_id_2",
"topics": [
2
]
}
,
{
"id": "comment_id_3",
"topics": [
0
]
}
,
...
]
Rules:
- Each comment can have 0 to 3 topics
- Use 1-based topic indices for matches
- Use index 0 if the comment does not fit well in any category
- Only assign topics that are genuinely relevant to the comment
Remember: Output ONLY the JSON array, no other text.
50