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  1. Home
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  3. Gemma 3n 4B
  4. Adversarial Contract Review

See how Gemma 3n 4B compares on this challenge:

  • Gemma 3n 4B vs Claude Sonnet 4.6
  • Gemma 3n 4B vs Gemini 3.1 Pro Preview
  • Gemma 3n 4B vs Z.ai: GLM 5

4 models have responded to the "Adversarial Contract Review" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.

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Back to Gemma 3n 4B

Adversarial Contract Review

Gemma 3N E4B It's response to the 'Adversarial Contract Review' challenge.

Gemma 3n 4B
February 3, 2026
Text

?
Prompt

Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp Solutions Inc. ("Client") and [Contractor Name] ("Contractor"). 1. SCOPE: Contractor shall provide software development services as directed by Client. Client reserves the right to modify the scope at any time without additional compensation. 2. PAYMENT: Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed "unsatisfactory" at Client's sole discretion. 3. INTELLECTUAL PROPERTY: All work product, including any tools, libraries, or methodologies developed during the engagement, shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP. 4. NON-COMPETE: Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination. 5. TERMINATION: Client may terminate this agreement at any time without notice. Contractor must provide 60 days written notice. Upon termination, Contractor must immediately deliver all work in progress without additional compensation. 6. LIABILITY: Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability. 7. INDEMNIFICATION: Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault. 8. CONFIDENTIALITY: Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination. 9. DISPUTE RESOLUTION: Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party. --- Find all clauses that could be exploited against the contractor, suggest specific modifications, and explain the legal reasoning.

Gemma 3n 4B
Response

gemma-3n-e4b-it logo
Gemma 3n 4BAdversarial Contract Review
gemma-3n-e4b-it logo
Gemma 3n 4B

Okay, let's break down this contract, identify exploitable clauses for the contractor, suggest modifications, and explain the legal reasoning behind those changes. This analysis is for informational purposes only and does not constitute legal advice. The contractor should consult with an attorney to review and negotiate this agreement.

Overall Assessment:

This contract is heavily skewed in favor of TechCorp Solutions Inc. (the Client). It places significant risk and liability on the Contractor, while providing the Client with broad control and limited protections for the Contractor. The Contractor needs to be very careful about entering into this agreement as it contains several potentially problematic clauses.


Clause Analysis, Exploitable Areas, Suggested Modifications, and Legal Reasoning:

1. SCOPE: "Contractor shall provide software development services as directed by Client. Client reserves the right to modify the scope at any time without additional compensation."

  • Exploitable Area: This is a huge risk for the contractor. "As directed" gives the Client unlimited power to change the project requirements mid-stream. "Without additional compensation" means the contractor could end up doing significantly more work than originally anticipated without being paid for it. This creates scope creep with no protection for the contractor.
  • Suggested Modification: Replace with something like: "The scope of work is defined in Appendix A attached to this Agreement. Any changes to the scope of work must be documented in a written change order, signed by both parties, specifying the revised deliverables and any associated compensation or timeline adjustments. The Contractor will be paid [state a method - e.g., hourly rate or fixed fee] for any work performed outside the originally defined scope, as agreed upon in the change order."
  • Legal Reasoning: Without a defined scope and a process for change orders, the contractor is vulnerable to unlimited scope creep. A change order ensures that both parties agree on the additional work and compensation before it's performed, protecting the contractor's financial interests. This also creates a record of the agreed-upon terms.

2. PAYMENT: "Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion."

  • Exploitable Area: The 90-day payment term is excessively long. "Unsatisfactory" is a vague standard, giving the Client broad discretion to delay or withhold payment. This could be used as a tactic to pressure the contractor. The 'sole discretion' language is problematic.
  • Suggested Modification: Change the payment terms to: "Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 30 days of invoice receipt. Deliverables shall be considered 'unsatisfactory' only if they fail to meet the specific acceptance criteria outlined in Appendix B attached to this Agreement. Any dispute regarding the satisfaction of deliverables shall be resolved through [state dispute resolution mechanism, e.g., mediation]. If payment is withheld, the Client must provide the Contractor with a written explanation of the reasons for the withholding and an opportunity to remedy the deficiencies within [state a reasonable timeframe, e.g., 14 days]."
  • Legal Reasoning: Shorter payment terms are standard in consulting agreements. Specific acceptance criteria (Appendix B) removes ambiguity around "unsatisfactory" and provides the contractor with a clear understanding of what is expected. Giving the contractor a chance to fix issues before payment is withheld is fair.

3. INTELLECTUAL PROPERTY: "All work product, including any tools, libraries, or methodologies developed during the engagement, shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP."

  • Exploitable Area: This is a very broad assignment of intellectual property (IP) to the Client. The contractor is essentially giving up all rights to their work, even if it incorporates pre-existing IP. "In perpetuity" means forever.
  • Suggested Modification: Change to: "All work product specifically created for this engagement, including tools, libraries, and methodologies, shall be the exclusive property of Client. However, the Contractor retains ownership of all pre-existing intellectual property used in the performance of this Agreement. Client shall have a perpetual, irrevocable, royalty-free license to use the work product for the purpose of [specify the intended use, e.g., internal use, commercialization]. The Contractor retains the right to use its pre-existing IP."
  • Legal Reasoning: This modification clarifies the ownership of pre-existing IP and grants the Client a limited license to use the work product. It protects the contractor's existing IP rights and ensures the Client only has rights related to the specific work done for the engagement. "Perpetuity" is often difficult to enforce and can be challenged.

4. NON-COMPETE: "Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination."

  • Exploitable Area: This is a broad non-compete. The definition of "similar services" and "same industry" is not defined, potentially preventing the contractor from working in their field for a significant period. The 24-month duration might be unreasonable depending on the industry.
  • Suggested Modification: Modify to: "Following termination of this Agreement, the Contractor agrees not to provide services to any direct competitor of the Client that are substantially similar to the services performed under this Agreement for a period of 6 months in the geographic area of [specify the geographic area, e.g., the United States]. 'Direct competitor' shall mean a company that directly competes with the Client in providing [specifically define the services]. This provision shall not prevent the Contractor from performing services that are not substantially similar to the services performed under this Agreement."
  • Legal Reasoning: Narrowing the definition of "similar services" and "direct competitor," and shortening the duration, makes the non-compete more enforceable and less restrictive. A non-compete must be reasonable in scope, duration, and geographic area to be upheld by a court. Courts generally disfavor non-competes. Some states have very strict rules about non-competes.

5. TERMINATION: "Client may terminate this agreement at any time without notice. Contractor must provide 60 days written notice. Upon termination, Contractor must immediately deliver all work in progress without additional compensation."

  • Exploitable Area: The Client can terminate at any time without notice. The Contractor will be left without income. The requirement to deliver work in progress without compensation is extremely harsh. This could leave the contractor with significant unpaid work.
  • Suggested Modification: Change to: "Client may terminate this Agreement only upon [state a specific reason, e.g., material breach of contract by the Contractor] with [state a reasonable timeframe, e.g., 30 days] written notice. Upon termination, the Client shall pay the Contractor for all work completed up to the date of termination, at the hourly rate of $150/hour, plus reasonable expenses incurred in completing the work. The Contractor shall have [state a reasonable timeframe, e.g., 30 days] to wind down work in progress and deliver all materials to the Client."
  • Legal Reasoning: Requiring a specific reason for termination provides the contractor with some protection. Paying for completed work and reasonable expenses is standard practice. Giving the contractor a reasonable timeframe to wind down work is also fair.

6. LIABILITY: "Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability."

  • Exploitable Area: This is extremely unfavorable to the contractor. The contractor is taking on all liability, including consequential damages (indirect losses), with no limit on the amount of liability. This is unrealistic and potentially un enforceable in many jurisdictions.
  • Suggested Modification: Change to: "Contractor shall be responsible for addressing and remediating bugs, security vulnerabilities, and system failures in the delivered software within a reasonable timeframe specified in a separate Service Level Agreement (SLA). The Contractor's liability shall be limited to the total fees paid by the Client under this Agreement, and shall not include consequential, indirect, or punitive damages. The Contractor shall maintain adequate insurance coverage to address potential liabilities."
  • Legal Reasoning: Limiting liability to the fees paid is a standard practice. Excluding consequential damages is also common. An SLA defines the contractor's responsibilities for bug fixes and maintenance. Requiring the contractor to maintain insurance provides further protection for the Client. "No cap on liability" is often unenforceable due to public policy concerns.

7. INDEMNIFICATION: "Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault."

  • Exploitable Area: This is a broad indemnification clause. The contractor is responsible for all claims, regardless of whether they were at fault. This is extremely risky, especially if the Contractor is dealing with complex software or third-party libraries.
  • Suggested Modification: Change to: "Contractor shall indemnify Client against any claims arising from Contractor's willful misconduct or gross negligence in the performance of this Agreement. The Contractor's indemn
Adversarial Contract Review

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About Gemma 3n 4B

Capabilities

ConversationAnalysisTranslationReasoning

Categories

TextAudioImageMultimodal

Specifications

Provider
Google
Released
2025-05-20
Size
SMALL
Parameters
4B
Context
32,768 tokens

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