Apakah Robin 7B Aman?
Robin 7B — Nerq Trust Score 55.8/100 (Nilai D). Berdasarkan analisis 4 dimensi kepercayaan, dianggap memiliki masalah keamanan yang perlu diperhatikan. Terakhir diperbarui: 2026-04-07.
Gunakan Robin 7B dengan hati-hati. Robin 7B adalah software tool dengan Skor Kepercayaan Nerq sebesar 55.8/100 (D), based on 4 dimensi data independen. Di bawah ambang batas terverifikasi Nerq Pemeliharaan: 0/100. Popularitas: 0/100. Data bersumber dari berbagai sumber publik termasuk registri paket, GitHub, NVD, OSV.dev, dan OpenSSF Scorecard. Terakhir diperbarui: 2026-04-07. Data yang dapat dibaca mesin (JSON).
Apakah Robin 7B Aman?
CAUTION — Robin 7B has a Nerq Trust Score of 55.8/100 (D). Memiliki sinyal kepercayaan sedang tetapi menunjukkan beberapa area perhatian that warrant attention. Suitable for development use — review keamanan and pemeliharaan signals before production deployment.
Berapa skor kepercayaan Robin 7B?
Robin 7B memiliki Skor Kepercayaan Nerq 55.8/100 dengan nilai D. Skor ini didasarkan pada 4 dimensi yang diukur secara independen.
Apa temuan keamanan utama untuk Robin 7B?
Sinyal terkuat Robin 7B adalah kepatuhan pada 100/100. Tidak ada kerentanan yang diketahui terdeteksi. Belum mencapai ambang verifikasi Nerq 70+.
Apa itu Robin 7B dan siapa yang mengelolanya?
| Pembuat | OptimalScale |
| Kategori | Ai Assistant |
| Bintang | 66 |
| Sumber | https://huggingface.co/spaces/OptimalScale/Robin-7b |
| Protocols | huggingface_hub |
Kepatuhan Regulasi
| EU AI Act Risk Class | Not assessed |
| Compliance Score | 100/100 |
| Jurisdictions | Assessed across 52 jurisdictions |
Alternatif Populer di AI assistant
What Is Robin 7B?
Robin 7B is a software tool in the AI assistant category: N/A. It has 66 GitHub stars. Nerq Trust Score: 56/100 (D).
Nerq independently analyzes every software tool, app, and extension across multiple trust signals including keamanan vulnerabilities, pemeliharaan activity, license kepatuhan, and adopsi komunitas.
How Nerq Assesses Robin 7B's Safety
Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensi. Here is how Robin 7B performs in each:
- Pemeliharaan (0/100): Robin 7B is potentially abandoned. We track commit frequency, release cadence, issue response times, and PR merge rates.
- Documentation (0/100): Documentation quality is insufficient. This includes README completeness, API dokumentasi, usage examples, and contribution guidelines.
- Compliance (100/100): Robin 7B is broadly compliant. Assessed against regulations in 52 jurisdictions including the EU AI Act, CCPA, and GDPR.
- Community (0/100): Community adoption is limited. Berdasarkan GitHub stars, forks, download counts, and ecosystem integrations.
The overall Trust Score of 55.8/100 (D) reflects the weighted combination of these signals. This is below the Nerq Verified threshold of 70. We recommend additional due diligence before production deployment.
Who Should Use Robin 7B?
Robin 7B is designed for:
- Developers and teams working with AI assistant tools
- Organizations evaluating AI tools for their stack
- Researchers exploring AI capabilities in this domain
Risk guidance: Robin 7B is suitable for development and testing environments. Before production deployment, conduct a thorough review of its keamanan posture, review the specific trust signals above, and consider whether a higher-scored alternative meets your requirements.
How to Verify Robin 7B's Safety Yourself
While Nerq provides automated trust analysis, we recommend these additional steps before adopting any software tool:
- Check the source code — Tinjau repository keamanan policy, open issues, and recent commits for signs of active pemeliharaan.
- Scan dependencies — Use tools like
npm audit,pip-audit, orsnykto check for known vulnerabilities in Robin 7B's dependency tree. - Ulasan permissions — Understand what access Robin 7B requires. Software tools should follow the principle of least privilege.
- Test in isolation — Run Robin 7B in a sandboxed environment before granting access to production data or systems.
- Monitor continuously — Use Nerq's API to set up automated trust checks:
GET nerq.ai/v1/preflight?target=Robin-7b - Tinjau license — Confirm that Robin 7B's license is compatible with your intended use case. Pay attention to restrictions on commercial use, redistribution, and derivative works. Some AI tools use dual licensing or have separate terms for enterprise customers that differ from the open-source license.
- Check community signals — Look at the project's issue tracker, discussion forums, and social media presence. A healthy community actively reports bugs, contributes fixes, and discusses keamanan concerns openly. Low community engagement may indicate limited peer review of the codebase.
Common Safety Concerns with Robin 7B
When evaluating whether Robin 7B is safe, consider these category-specific risks:
Understand how Robin 7B processes, stores, and transmits your data. Tinjau tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Robin 7B's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher keamanan risk.
Regularly check for updates to Robin 7B. Keamanan patches and bug fixes are only effective if you're running the latest version.
If Robin 7B connects to external APIs or services, each integration point is a potential attack surface. Audit all third-party connections, verify that data shared with external services is minimized, and ensure that integration credentials are rotated regularly.
Verify that Robin 7B's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Robin 7B in violation of its license can expose your organization to legal liability.
Best Practices for Using Robin 7B Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Robin 7B while minimizing risk:
Periodically review how Robin 7B is used in your workflow. Check for unexpected behavior, permissions drift, and kepatuhan with your keamanan policies.
Ensure Robin 7B and all its dependencies are running the latest stable versions to benefit from keamanan patches.
Grant Robin 7B only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Robin 7B's keamanan advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Robin 7B is used within your organization, including data handling guidelines and acceptable use cases.
When Should You Avoid Robin 7B?
Even promising tools aren't right for every situation. Consider avoiding Robin 7B in these scenarios:
- Production environments handling sensitive customer data
- Regulated industries (healthcare, finance, government) without additional kepatuhan review
- Mission-critical systems where downtime has significant business impact
For each scenario, evaluate whether Robin 7B's trust score of 55.8/100 meets your organization's risk tolerance. We recommend running a manual keamanan assessment alongside the automated Nerq score.
How Robin 7B Compares to Industry Standards
Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among AI assistant tools, the average Trust Score is 62/100. Robin 7B's score of 55.8/100 is near the category average of 62/100.
This places Robin 7B in line with the typical AI assistant tool tool. It meets baseline expectations but does not distinguish itself from peers on trust metrics.
Industry benchmarks matter because they contextualize a tool's safety profile. A score that looks sedang in isolation may actually represent strong performance within a challenging category — or vice versa. Nerq's category-relative analysis helps teams make informed decisions by showing not just absolute quality, but how a tool ranks against its direct peers.
Trust Score History
Nerq continuously monitors Robin 7B and recalculates its Trust Score as new data becomes available. Our scoring engine ingests real-time signals from source repositories, vulnerability databases (NVD, OSV.dev), package registries, and community metrics. When a new CVE is published, a major release ships, or pemeliharaan patterns change, Robin 7B's score is updated within 24 hours.
Historical trust trends reveal whether a tool is improving, stable, or declining over time. A tool that consistently maintains or improves its score demonstrates ongoing commitment to keamanan and quality. Conversely, a downward trend may signal reduced pemeliharaan, growing technical debt, or unresolved vulnerabilities. To track Robin 7B's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=Robin-7b&include=history
Nerq retains trust score snapshots at regular intervals, enabling trend analysis across weeks and months. Enterprise users can access detailed historical reports showing how each dimension — keamanan, pemeliharaan, dokumentasi, kepatuhan, and community — has evolved independently, providing granular visibility into which aspects of Robin 7B are strengthening or weakening over time.
Robin 7B vs Alternatif
In the AI assistant category, Robin 7B scores 55.8/100. There are higher-scoring alternatives available. For a detailed comparison, see:
- Robin 7B vs Captain Dackie — Trust Score: 49.7/100
- Robin 7B vs Neta-Lumina — Trust Score: 60.3/100
- Robin 7B vs gemma-3-12b-it-heretic — Trust Score: 58.8/100
Kesimpulan Utama
- Robin 7B has a Trust Score of 55.8/100 (D) and is not yet Nerq Verified.
- Robin 7B shows sedang trust signals. Conduct thorough due diligence before deploying to production environments.
- Among AI assistant tools, Robin 7B scores near the category average of 62/100, suggesting room for improvement relative to peers.
- Always verify safety independently — use Nerq's Preflight API for automated, up-to-date trust checks before integration.
Pertanyaan yang Sering Diajukan
Apakah Robin 7B Aman?
Berapa skor kepercayaan Robin 7B?
Apa alternatif yang lebih aman dari Robin 7B?
Seberapa sering skor keamanan Robin 7B diperbarui?
Bisakah saya menggunakan Robin 7B di lingkungan yang diatur?
Lihat juga
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