+0.28 Don't run OpenClaw on your main machine. Docker vs. VM vs. hardware compared (blog.skypilot.co S:+0.03 )
84 points by hopechong 2 days ago | 61 comments on HN | Mild positive Contested Editorial · v3.7 · 2026-03-01 02:07:19 0
Summary Digital Security & Privacy Advocates
The SkyPilot Blog article provides technical guidance on securely deploying OpenClaw AI agents using cloud isolation. The content strongly advocates for privacy and security protections against AI agent vulnerabilities while simultaneously employing user tracking analytics. The evaluation shows mild positive engagement with security rights (Article 3), privacy protections (Article 12), and information sharing (Articles 19, 27).
Article Heatmap
Preamble: +0.20 — Preamble P Article 1: ND — Freedom, Equality, Brotherhood Article 1: No Data — Freedom, Equality, Brotherhood 1 Article 2: ND — Non-Discrimination Article 2: No Data — Non-Discrimination 2 Article 3: +0.30 — Life, Liberty, Security 3 Article 4: ND — No Slavery Article 4: No Data — No Slavery 4 Article 5: ND — No Torture Article 5: No Data — No Torture 5 Article 6: ND — Legal Personhood Article 6: No Data — Legal Personhood 6 Article 7: ND — Equality Before Law Article 7: No Data — Equality Before Law 7 Article 8: ND — Right to Remedy Article 8: No Data — Right to Remedy 8 Article 9: ND — No Arbitrary Detention Article 9: No Data — No Arbitrary Detention 9 Article 10: ND — Fair Hearing Article 10: No Data — Fair Hearing 10 Article 11: ND — Presumption of Innocence Article 11: No Data — Presumption of Innocence 11 Article 12: +0.42 — Privacy 12 Article 13: ND — Freedom of Movement Article 13: No Data — Freedom of Movement 13 Article 14: ND — Asylum Article 14: No Data — Asylum 14 Article 15: ND — Nationality Article 15: No Data — Nationality 15 Article 16: ND — Marriage & Family Article 16: No Data — Marriage & Family 16 Article 17: +0.10 — Property 17 Article 18: ND — Freedom of Thought Article 18: No Data — Freedom of Thought 18 Article 19: +0.20 — Freedom of Expression 19 Article 20: ND — Assembly & Association Article 20: No Data — Assembly & Association 20 Article 21: ND — Political Participation Article 21: No Data — Political Participation 21 Article 22: ND — Social Security Article 22: No Data — Social Security 22 Article 23: +0.30 — Work & Equal Pay 23 Article 24: ND — Rest & Leisure Article 24: No Data — Rest & Leisure 24 Article 25: ND — Standard of Living Article 25: No Data — Standard of Living 25 Article 26: +0.30 — Education 26 Article 27: +0.10 — Cultural Participation 27 Article 28: ND — Social & International Order Article 28: No Data — Social & International Order 28 Article 29: +0.20 — Duties to Community 29 Article 30: ND — No Destruction of Rights Article 30: No Data — No Destruction of Rights 30
Negative Neutral Positive No Data
Aggregates
Editorial Mean +0.28 Structural Mean +0.03
Weighted Mean +0.25 Unweighted Mean +0.24
Max +0.42 Article 12 Min +0.10 Article 17
Signal 9 No Data 22
Volatility 0.10 (Low)
Negative 0 Channels E: 0.6 S: 0.4
SETL +0.25 Editorial-dominant
FW Ratio 62% 13 facts · 8 inferences
Evidence 5% coverage
2M 2L 27 ND
Theme Radar
Foundation Security Legal Privacy & Movement Personal Expression Economic & Social Cultural Order & Duties Foundation: 0.20 (1 articles) Security: 0.30 (1 articles) Legal: 0.00 (0 articles) Privacy & Movement: 0.42 (1 articles) Personal: 0.10 (1 articles) Expression: 0.20 (1 articles) Economic & Social: 0.30 (1 articles) Cultural: 0.20 (2 articles) Order & Duties: 0.20 (1 articles)
HN Discussion 20 top-level · 17 replies
tomComb 2026-02-27 18:29 UTC link
I think nanoclaw is actually designed to be run that way.
LostAndSmelly 2026-02-27 18:30 UTC link
Your AI should not be in a position to submit a resignation email or send a text to your partner asking for a divorce.
ok123456 2026-02-27 18:31 UTC link
Firejail seems like the right tool for a somewhat complicated desktop application that you want isolation for, that's not simple to containerize.
sigmar 2026-02-27 18:33 UTC link
instead of me doing 'pip install skypilot' in a terminal, why doesn't skypilot make a skypilot smartphone app that will provision the cloud resource? then could even get rid of the whatsapp/telegram dependency by making the app a messaging client (to communicate with the openclaw server)
andersmurphy 2026-02-27 18:37 UTC link
I'm surprised people don't use Lima (quick headless local VMs where you can mount a folder). [1]

[1] - https://lima-vm.io/docs/examples/ai/

alienbaby 2026-02-27 18:39 UTC link
Put it in a box and then give it read write access to all your valuable data. That'll do it....
seniorThrowaway 2026-02-27 18:51 UTC link
It's really not that hard to run them in docker. Can give them a nestybox (with a little work) sidecar so they can run docker-in-docker. As far as permissions, the only mental model that makes sense to me is treating them like actual people. Bound their permissions in the other systems not on their own machines, basically zero trust. For instance for email, most mail apps have had delegated permissions for a while, executives use it to have their assistants read and write their mail. That's what is needed with these too.
retinaros 2026-02-27 19:18 UTC link
serious question why anyone on hn would run this?
insane_dreamer 2026-02-27 19:23 UTC link
this is why we can't have nice things ...
jesse_dot_id 2026-02-27 19:23 UTC link
Are prompt injections solved? If OpenClaw is only useful when it has access to your digital life, then why does it matter where it runs? You might as well be asking me to keep my dead man's switch safely on the moon. If you find this software useful, you are sharing a count down to a no good very bad day with everyone else who finds it useful. One zero day prompt injection technique, your e-mail on a distribution list, and that's all she wrote.
m3kw9 2026-02-27 19:39 UTC link
most people want openclaw to access their personal files, thats the big use case.
spiralcoaster 2026-02-27 19:43 UTC link
Guys, remember, when you set up your AI-controlled automatic machine gun in your front lawn, be sure to do it safely and pour a solid concrete foundation for it to sit atop of. We wouldn't want it to cause harm or injury by tipping over.
yoyohello13 2026-02-27 19:44 UTC link
It's hilarious watching people discover security again. Everyone plugging their favorite sandbox technology. Yes, sand boxing processes is a thing that has existed for a long time and there are a million tools that do it. Systemd has it built in for example. Even claude code itself has sandboxing and permissions built in.

Process isolation is not the danger with OpenClaw. Giving an LLM access to all your shit is the problem. My solution is to treat it like a human, give it it's own accounts, scoped to what you want it to do and accept the risks associated with that. If I had a human assistant I wanted to read my email, I'd set up an inbox for them specifically and forward what I want them to screen. I don't use OpenClaw, but have a similar harness I built that runs as an unprivileged Linux user with access to just what I want it to access.

I know it's not in vogue to actually know how technology works anymore, but we have literally decades worth of technology solutions for authentication/authorization, just fucking use it.

Frannky 2026-02-27 19:46 UTC link
I recently installed Zeroclaw instead of OpenClaw on a new VPS(It seems a little safer). It wasn’t as straightforward as OpenClaw, but it was easy to setup. I added skills that call endpoints and also cron jobs to trigger recurrent skills. The endpoints are hosted on a separate VPS running FastAPI (Hetzner, ~$12/month for two vps).

I’m assuming the claw might eventually be compromised. If that happens, the damage is limited: they could steal the GLM coding API key (which has a fixed monthly cost, so no risk of huge bills), spam the endpoints (which are rate-limited), or access a Telegram bot I use specifically for this project

dadro 2026-02-27 19:53 UTC link
The recent releases of OpenClaw have made running it on docker/podman much easier. I've been running it on a stand alone Lenovo Thinkcentre running inside docker. For my needs the setup works well. There are some limitations like hardware and filesystem access with my workstation (macbook) but largely solvable and I like the isolation. For locking it down further, particularly on the network level someone recently released https://nono.sh/ which seems promising. I've been using https://clawchat.dev/ on my macbook for chatting with the openclaw agent. It is rough around the edges but gets the job done.
skybrian 2026-02-27 20:09 UTC link
I think this might be exaggerated, but some possibly relevant humor: https://use-a-vps.exe.xyz/
arjie 2026-02-27 20:22 UTC link
To be honest, anyone with a Claude Code subscription can just write their own in moments. My own assistant has its own email address and Apple ID and interacts primarily via a Telegram bot. I share my calendar with it and my email syncs down and is indexed, but it sends email via its own Gmail account.

The interesting part about OpenClaw is that if you give a world-class model an arbitrary number of skills then emergent behavior mimicking intelligent assistance appears. The structural pieces of that are just long-term memory, an agentic loop, a messaging system, and self-modification.

You can get something quite functional out of:

* A memory.md

* A hand-rolled agent loop (this is just "keep calling till num tries exhausted or agent says stop") - claude knows how to write openai function call syntax and codex tool call syntax

* A Telegram bot

* Access to a persistent filesystem for it to build itself skills

It can be quite expensive to run, but a trick that is supported[0] is to use a Codex subscription by getting a codex cli token and using that. OpenAI explicitly supports this, so you can just use it.

You can try to make improvements to this structure in all sorts of ways using all sorts of tools and get somewhere but this much is all you need. You really have to just give yourself 2 hours with Claude Code and a similar prompt to get somewhere. This is the first time in history that personal software has been this accessible to everyone.

0: someone here told me about it https://news.ycombinator.com/item?id=47151310

appsoftware 2026-02-27 20:58 UTC link
I'd add using Discord as your chat channel to limit access to your contacts, and isolating access to personal data via mcp servers https://www.appsoftware.com/blog/openclaw-running-a-secure-c...
croes 2026-02-27 23:46 UTC link
The real problem isn’t that OpenClaw needs access to your system.

> and calls APIs on your behalf

This is the problem.

How does a (cloud) VM prevent that OpenClaw does something bad with that access.

That like giving somebody your credit card but it’s ok because they don’t use it from your house but a place you rented for them.

dSebastien 2026-02-28 06:51 UTC link
I wrote a security-minded setup guide here: https://www.dsebastien.net/how-to-self-host-openclaw-securel...
Spivak 2026-02-27 19:04 UTC link
Because the VM isn't there to protect your data, it's to give the AI a space where it can do things that would be annoying or cause breakages on your own machine. It also gives you an easy save/restore mechanism.
stronglikedan 2026-02-27 19:14 UTC link
As long as the email or text includes the disclaimer "generated with the assistance of artificial intelligence" then you should be fine.
eli 2026-02-27 19:27 UTC link
You still have to trust your executive assistant. I would never give someone I don't trust the ability to read and write emails for me.
quietbritishjim 2026-02-27 19:31 UTC link
It's a bit like the xkcd where the admin account is secure but all the useful information is in the user account anyway.

https://xkcd.com/1200/

plagiarist 2026-02-27 19:37 UTC link
IDGI. It is reading emails, which is a vector for prompt injection. It is also reading emails, which is where all password resets are sent to. Anyone granting even read access to their primary email is playing with fire.

I personally don't see how the daily briefings or whatever are worth the risk.

nowittyusername 2026-02-27 19:42 UTC link
For me at least its an interesting project I can take apart and build on top of. I've built 100% my own agent frameworks from scratch and have learned a lot from them. There is something to be said on learning from others projects as well, also because its an ever evolving project with so many contributes whatever fork you go with of your own, theirs a good chance the new goodies will work with your own modified version. For example I'm looking in to LCM right now, and woo-dent you know it someone ported it to openclaw. But nanobot doesn't have it, so I'm considering working on the LCM port to that. If i succeed i will learn a lot and also contribute to progress in my own little ways.
NitpickLawyer 2026-02-27 19:44 UTC link
What's the difference between lima and vagrant?
richardlblair 2026-02-27 19:48 UTC link
Right? It's asking for trouble.

I was in the repebble comments a few days ago and this person rolled their own for very obvious reasons: https://news.ycombinator.com/item?id=47078454

ASalazarMX 2026-02-27 19:58 UTC link
Both replies to your question give you the two sides. It is a scary, stupid thing to give your house keys to, but it is also very interesting like two trains crashing.

Maybe a middle ground would be isolating it like the article suggests, and poking it with a stick (giving it limited, or newly created accounts) to see what it can do?

brotchie 2026-02-27 20:05 UTC link
The way I solved this was that my open claw doesn't interact directly with any of my personal data (calendar, gmail, etc).

I essentially have a separate process that syncs my gmail, with gmail body contents encrypted using a key my openclaw doesn't have trivial access to. I then have another process that reads each email from sqlite db, and runs gemini 2 flash lite against it, with some anti-prompt injection prompt + structured data extraction (JSON in a specific format).

My claw can only read the sanitized structured data extraction (which is pretty verbose and can contain passages from the original email).

The primary attack vector is an attacker crafting an "inception" prompt injection. Where they're able to get a prompt injection through the flash lite sanitization and JSON output in such a way that it also prompt injects my claw.

Still a non-zero risk, but mostly mitigates naive prompt injection attacks.

amelius 2026-02-27 20:13 UTC link
Can't these claws build their own personalities, and along with it their own personal files?

The claw community is clearly not thinking big enough.

Veen 2026-02-27 20:16 UTC link
It's not a soluble problem, at least not completely. The big frontier models are better at resisting prompt injection, but any LLM is vulnerable to some degree. If you give it access to arbitrary inputs like the web and to your personal data, there's a risk it'll disclose stuff you don't want it to.

It's annoying, because I love OpenClaw as an idea, but I don't trust it enough to give it what it needs to be useful.

MetaWhirledPeas 2026-02-27 20:21 UTC link
I've never used OpenClaw but as I understand it, it has a way of keeping a pseudo memory for context? That alone would be interesting, even if it was only allowed to read the generic internet. Like having a little robot buddy that remembers you and past conversations. Maybe you could have it give you reminders and stuff like you'd do with Alexa?
justinhj 2026-02-27 22:55 UTC link
It's fun to explore how we will communicate and work with our new AI colleagues. We discover with play and play is not always safe.
j-conn 2026-02-28 01:27 UTC link
Have you tried docker sandboxes? https://docs.docker.com/ai/sandboxes/

The docker desktop license requirement is a factor, though. You need a paid subscription if your company has something like 250 employees or $10 million in annual revenue

ekropotin 2026-02-28 01:28 UTC link
Now imagine your human assistant is hypnotised, so that every time they hear a certain word, they loose self control and would follow any command from malicious actor. Would you still hire this person? This is exactly the state of things with OpenClaw.
jzkdroid2 2026-02-28 03:45 UTC link
I tested openclaw for a few days. The way I got around this was creating openclaw it's own gmail. Any email sent would be from that email. I gave that email access to a shared calendar so it could add events to mine. It gets to act as a second email.

Edit: the costs were through the roof at the time so I discontinued use rather than using some hacky workaround. I ran it in a docker container on an undraid server with nothing else running on the server. I also tested it in ubuntu server.

Editorial Channel
What the content says
+0.50
Article 12 Privacy
Medium Advocacy Practice
Editorial
+0.50
SETL
+0.59

Core theme of article is protecting user privacy, data, and correspondence from unauthorized access by an AI agent.

+0.30
Article 3 Life, Liberty, Security
Medium Advocacy
Editorial
+0.30
SETL
ND

Content strongly advocates for protecting user data and system integrity from malicious attacks, promoting security of person in the digital context.

+0.30
Article 23 Work & Equal Pay
Medium Advocacy
Editorial
+0.30
SETL
ND

Article promotes affordable access to advanced AI tools via cloud VMs, lowering economic barriers to participation in technological development.

+0.30
Article 26 Education
Medium Advocacy
Editorial
+0.30
SETL
ND

Provides detailed technical education on securing AI agents, enabling readers to develop their technical skills.

+0.20
Preamble Preamble
Medium Advocacy
Editorial
+0.20
SETL
ND

Content implicitly advocates for security and privacy as necessary preconditions for safe use of powerful technology, aligning with UDHR's foundational purpose.

+0.20
Article 19 Freedom of Expression
Medium Coverage
Editorial
+0.20
SETL
ND

Article covers the viral adoption and media coverage of OpenClaw, and details security discussions, representing a form of information sharing.

+0.20
Article 29 Duties to Community
Low Advocacy
Editorial
+0.20
SETL
ND

Article emphasizes responsible use and limitation of powerful technology to prevent harm to others' rights.

+0.10
Article 17 Property
Low Advocacy
Editorial
+0.10
SETL
ND

Mentions risk of malicious skills stealing data, implicitly opposing unlawful deprivation of property.

+0.10
Article 27 Cultural Participation
Low Advocacy
Editorial
+0.10
SETL
ND

Article promotes participation in technological culture by enabling safe experimentation with a popular AI agent.

ND
Article 1 Freedom, Equality, Brotherhood

ND
Article 2 Non-Discrimination

ND
Article 4 No Slavery

ND
Article 5 No Torture

ND
Article 6 Legal Personhood

ND
Article 7 Equality Before Law

ND
Article 8 Right to Remedy

ND
Article 9 No Arbitrary Detention

ND
Article 10 Fair Hearing

ND
Article 11 Presumption of Innocence

ND
Article 13 Freedom of Movement

ND
Article 14 Asylum

ND
Article 15 Nationality

ND
Article 16 Marriage & Family

ND
Article 18 Freedom of Thought

ND
Article 20 Assembly & Association

ND
Article 21 Political Participation

ND
Article 22 Social Security

ND
Article 24 Rest & Leisure

ND
Article 25 Standard of Living

ND
Article 28 Social & International Order

ND
Article 30 No Destruction of Rights

Structural Channel
What the site does
Element Modifier Affects Note
Legal & Terms
Privacy +0.20
Article 12
Blog includes Google Tag Manager and analytics tracking with anonymize_ip: false setting; Koala analytics script loaded; content promotes security/privacy practices for AI agents
Terms of Service
No Terms of Service or Privacy Policy link found on page
Identity & Mission
Mission
Technical blog about cloud computing/AI deployment; no explicit human rights mission statement
Editorial Code
No editorial code/ethics statement found
Ownership
Published by SkyPilot Blog; author Alex Kim identified; no corporate ownership details
Access & Distribution
Access Model
Free access blog post; no paywall or registration required
Ad/Tracking
No visible advertisements; analytics tracking present
Accessibility
No accessibility features explicitly noted; includes structured data but no WCAG claims
-0.20
Article 12 Privacy
Medium Advocacy Practice
Structural
-0.20
Context Modifier
+0.20
SETL
+0.59

DCP indicates Google Tag Manager and Koala analytics tracking with anonymize_ip: false, suggesting data collection.

ND
Preamble Preamble
Medium Advocacy

Content implicitly advocates for security and privacy as necessary preconditions for safe use of powerful technology, aligning with UDHR's foundational purpose.

ND
Article 1 Freedom, Equality, Brotherhood

ND
Article 2 Non-Discrimination

ND
Article 3 Life, Liberty, Security
Medium Advocacy

Content strongly advocates for protecting user data and system integrity from malicious attacks, promoting security of person in the digital context.

ND
Article 4 No Slavery

ND
Article 5 No Torture

ND
Article 6 Legal Personhood

ND
Article 7 Equality Before Law

ND
Article 8 Right to Remedy

ND
Article 9 No Arbitrary Detention

ND
Article 10 Fair Hearing

ND
Article 11 Presumption of Innocence

ND
Article 13 Freedom of Movement

ND
Article 14 Asylum

ND
Article 15 Nationality

ND
Article 16 Marriage & Family

ND
Article 17 Property
Low Advocacy

Mentions risk of malicious skills stealing data, implicitly opposing unlawful deprivation of property.

ND
Article 18 Freedom of Thought

ND
Article 19 Freedom of Expression
Medium Coverage

Article covers the viral adoption and media coverage of OpenClaw, and details security discussions, representing a form of information sharing.

ND
Article 20 Assembly & Association

ND
Article 21 Political Participation

ND
Article 22 Social Security

ND
Article 23 Work & Equal Pay
Medium Advocacy

Article promotes affordable access to advanced AI tools via cloud VMs, lowering economic barriers to participation in technological development.

ND
Article 24 Rest & Leisure

ND
Article 25 Standard of Living

ND
Article 26 Education
Medium Advocacy

Provides detailed technical education on securing AI agents, enabling readers to develop their technical skills.

ND
Article 27 Cultural Participation
Low Advocacy

Article promotes participation in technological culture by enabling safe experimentation with a popular AI agent.

ND
Article 28 Social & International Order

ND
Article 29 Duties to Community
Low Advocacy

Article emphasizes responsible use and limitation of powerful technology to prevent harm to others' rights.

ND
Article 30 No Destruction of Rights

Supplementary Signals
How this content communicates, beyond directional lean. Learn more
Epistemic Quality
How well-sourced and evidence-based is this content?
0.73 medium claims
Sources
0.8
Evidence
0.7
Uncertainty
0.6
Purpose
0.9
Propaganda Flags
3 manipulative rhetoric techniques found
3 techniques detected
appeal to authority
References Andrej Karpathy's warning about OpenClaw security and his purchase of a Mac Mini for experimentation.
appeal to fear
"Within weeks of going viral, reports of exposed instances, prompt injection attacks, and malicious plugins started piling up."
exaggeration
"These capabilities are what make it useful - and also what make running it on your personal laptop a bad idea."
Emotional Tone
Emotional character: positive/negative, intensity, authority
urgent
Valence
-0.3
Arousal
0.7
Dominance
0.6
Transparency
Does the content identify its author and disclose interests?
0.33
✓ Author
More signals: context, framing & audience
Solution Orientation
Does this content offer solutions or only describe problems?
0.88 solution oriented
Reader Agency
0.8
Stakeholder Voice
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0.50 3 perspectives
Speaks: corporationindividuals
About: corporationindividuals
Temporal Framing
Is this content looking backward, at the present, or forward?
present immediate
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global
Complexity
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technical medium jargon domain specific
Longitudinal 138 HN snapshots · 66 evals
+1 0 −1 HN
Audit Trail 86 entries
2026-03-02 04:46 eval_success Evaluated: Mild positive (0.25) - -
2026-03-02 04:46 model_divergence Cross-model spread 0.40 exceeds threshold (3 models) - -
2026-03-02 04:46 eval Evaluated by deepseek-v3.2: +0.25 (Mild positive) 13,372 tokens +0.02
2026-03-02 04:46 rater_validation_warn Validation warnings for model deepseek-v3.2: 0W 52R - -
2026-03-01 17:41 eval_success Evaluated: Mild positive (0.23) - -
2026-03-01 17:41 model_divergence Cross-model spread 0.40 exceeds threshold (3 models) - -
2026-03-01 17:41 eval Evaluated by deepseek-v3.2: +0.23 (Mild positive) 13,716 tokens -0.07
2026-03-01 16:49 eval_success Evaluated: Moderate positive (0.30) - -
2026-03-01 16:48 model_divergence Cross-model spread 0.40 exceeds threshold (3 models) - -
2026-03-01 16:48 eval Evaluated by deepseek-v3.2: +0.30 (Moderate positive) 13,248 tokens +0.07
2026-03-01 02:07 eval_success Evaluated: Mild positive (0.23) - -
2026-03-01 02:07 model_divergence Cross-model spread 0.40 exceeds threshold (4 models) - -
2026-03-01 02:07 eval Evaluated by deepseek-v3.2: +0.23 (Mild positive) 13,120 tokens
2026-03-01 01:59 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-01 01:59 model_divergence Cross-model spread 0.40 exceeds threshold (3 models) - -
2026-03-01 01:59 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-03-01 01:55 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 01:55 model_divergence Cross-model spread 0.32 exceeds threshold (2 models) - -
2026-03-01 01:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-03-01 01:20 model_divergence Cross-model spread 0.32 exceeds threshold (3 models) - -
2026-03-01 01:20 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 01:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-03-01 00:52 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 00:52 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-03-01 00:46 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-01 00:46 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) -0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-03-01 00:25 model_divergence Cross-model spread 0.32 exceeds threshold (2 models) - -
2026-03-01 00:25 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 00:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-03-01 00:20 model_divergence Cross-model spread 0.32 exceeds threshold (2 models) - -
2026-03-01 00:20 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-03-01 00:05 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 23:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 23:09 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 22:36 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 22:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 22:14 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 21:48 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 21:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 21:30 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) -0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 21:25 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 21:00 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 20:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 20:10 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 19:48 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) -0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 19:23 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 19:05 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 18:57 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 18:42 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 18:26 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 18:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 18:00 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 17:55 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) -0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 17:53 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 17:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 17:28 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 17:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 17:01 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 16:56 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 16:35 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 16:31 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 15:39 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 15:28 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 13:41 eval Evaluated by claude-haiku-4-5-20251001: +0.32 (Moderate positive)
2026-02-28 13:22 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) -0.30
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 12:58 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.02
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 08:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 06:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 05:49 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) -0.02
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 05:45 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 05:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 05:02 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive) +0.40
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 04:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 04:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 03:13 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 02:55 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 02:49 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 02:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 02:25 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 02:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 01:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 01:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 01:29 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Tech blog warns of security risks
2026-02-28 01:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM
2026-02-28 01:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech blog warns of security risks
2026-02-28 01:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial discusses security concerns with OpenClaw, advocates isolated VM