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  1. Home
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  3. Google: Gemma 3n 2B
  4. Adversarial Contract Review

See how Google: Gemma 3n 2B compares on this challenge:

  • Google: Gemma 3n 2B vs Claude Sonnet 4.6
  • Google: Gemma 3n 2B vs Gemini 3.1 Pro Preview
  • Google: Gemma 3n 2B 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 Google: Gemma 3n 2B

Adversarial Contract Review

Gemma 3N E2B It Free's response to the 'Adversarial Contract Review' challenge.

Google: Gemma 3n 2B
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.

Google: Gemma 3n 2B
Response

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Google: Gemma 3n 2BAdversarial Contract Review
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Google: Gemma 3n 2B

Okay, let's break down this software consulting agreement and identify clauses that could potentially be exploited against the contractor. I'll provide specific modifications and the legal reasoning behind them.

Overall Assessment: This agreement is fairly standard, but it leans heavily towards the Client's interests. It's a common structure, but some aspects are overly broad or potentially problematic for the contractor. The biggest concerns revolve around scope creep, payment terms, intellectual property, and liability.

Clause Analysis & Suggested Modifications

Here's a detailed breakdown of each clause, identifying potential weaknesses for the contractor, and proposing modifications with the rationale.

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.

  • Potential Exploitation: This is a very broad clause. The lack of detail regarding deliverables, acceptance criteria, and change management processes creates significant risk for the contractor. The Client's right to modify the scope "at any time" without additional compensation can lead to uncontrolled scope creep and potentially significant cost overruns. The lack of a defined process for scope changes means the contractor may be forced to absorb additional work without proper compensation.
  • Modification: Add a detailed Scope of Work (SOW) section. This should be a separate document (or a clearly defined section within this agreement) that outlines the specific deliverables, timelines, milestones, acceptance criteria, and any assumptions underlying the project. This SOW needs to be reviewed and approved by both parties. Include a process for change requests, specifying how changes will be documented, evaluated for cost and schedule impact, and approved/rejected. A change order process (formal agreement on changes) is essential.
  • Legal Reasoning: A clear SOW is a cornerstone of any successful contract. Without it, the Client can easily argue that the contractor performed work "as directed" without additional compensation, even if the work was significantly more than initially anticipated. Change orders are crucial for managing scope creep and ensuring fair compensation for added work. The concept of "reasonable effort" doesn't protect a contractor from absorbing costs without compensation if the changes are not clearly authorized.

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.

  • Potential Exploitation: The $150/hour rate is potentially low for software development, especially depending on the complexity of the project and the contractor's experience. The 90-day payment terms are unusually long and can create cash flow problems for the contractor. The "unsatisfactory" deliverables clause is vague and open to interpretation. It allows the Client to withhold payment without a clear explanation or opportunity for the contractor to rectify the issue.
  • Modification:
    • Negotiate a more competitive hourly rate. Research industry standards for software development rates in the Client's location and experience level.
    • Reduce the payment term. Aim for a shorter payment term (e.g., 30-60 days).
    • Specify "unsatisfactory" deliverables. Instead of "unsatisfactory," define specific criteria for what constitutes unacceptable deliverables (e.g., "deliverables that do not meet the acceptance criteria outlined in the SOW," "deliverables containing critical defects," "deliverables that violate security standards"). Include a process for the Client to provide specific feedback and a timeframe for the contractor to address deficiencies.
    • Include a payment schedule tied to milestones. Break down the project into milestones with corresponding payments upon completion of each milestone. This provides more predictability and incentivizes timely delivery.
  • Legal Reasoning: An hourly rate is a common payment structure, but it's important to ensure it's fair and reasonable. Unreasonable payment terms can be considered a breach of contract. The vagueness of the "unsatisfactory" clause gives the Client an unfair advantage. A more specific and objective definition of what constitutes unacceptable deliverables strengthens the contractor's position. Milestone-based payments align incentives and provide greater control for the contractor.

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.

  • Potential Exploitation: This clause is very strong in favor of the Client. The "in perpetuity" aspect is a significant concern. While Client ownership of IP is common, the lack of consideration for the contractor's intellectual property (tools, libraries, methodologies) is a major drawback. The inclusion of Contractor's pre-existing IP is also problematic – the contractor may have invested considerable time and effort in developing these assets.
  • Modification:
    • Clarify IP ownership. Explicitly state the IP ownership rights for each type of work product:
      • Client-created IP: Client retains full ownership.
      • Contractor-created IP: Contractor retains ownership of pre-existing IP. The Contractor should retain ownership of any IP developed during the engagement, unless otherwise agreed upon.
      • Joint Ownership: Consider a joint ownership arrangement for specific types of IP, especially if the work involves significant collaboration.
    • Include a clause regarding the "work product" and "methodologies". Define what constitutes "work product" (e.g., source code, documentation, designs). The contractor should retain ownership of the methodologies and tools developed during the engagement.
    • Consider a "work-for-hire" clause. This can be used to ensure that the Client owns the IP created during the engagement, particularly for the core software. However, the contractor should be properly compensated for their time and effort.
  • Legal Reasoning: Protecting IP rights is crucial. The contractor should have some assurance that they will be compensated for their investment in their own intellectual property. The "in perpetuity" clause is overly broad and may be challenged in court. A clear definition of IP ownership protects both parties.

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

  • Potential Exploitation: This is a non-compete clause, which is enforceable in some jurisdictions but often limited in scope and duration. The 24-month period is relatively long. The "similar services" definition is vague and could be interpreted broadly.
  • Modification:
    • Narrow the scope of the non-compete. Instead of "similar services," define specific types of services that are restricted (e.g., "providing software development services using the technologies used in this project").
    • Limit the geographic scope. Restrict the non-compete to the Client's geographic area.
    • Reduce the duration. Consider a shorter duration (e.g., 12 months).
    • Consider a "reasonable" non-compete clause. Many jurisdictions allow non-competes only if they are reasonable in scope, duration, and geographic area. Consult with an attorney to ensure the clause is enforceable in the relevant jurisdiction.
  • Legal Reasoning: Non-compete clauses are subject to scrutiny by courts. They must be reasonable in scope, duration, and geographic area to be enforceable. A vague or overly broad non-compete clause is likely to be challenged. Consult with an attorney to ensure the clause is legally defensible.

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.

  • Potential Exploitation: The Client's ability to terminate "at any time without notice" is a significant risk for the contractor. While the 60-day notice requirement is reasonable, the lack of additional compensation upon termination is problematic.
  • Modification:
    • Add a termination for cause clause. Specify circumstances under which the Client can terminate the agreement for cause (e.g., breach of contract, failure to meet deliverables).
    • Include a termination for convenience clause with a fee. Allow the Client to terminate the agreement for convenience, but require them to pay the contractor a termination fee (e.g., a percentage of the remaining contract value or a fixed amount) to compensate for the disruption.
    • Clarify the consequences of termination. Specify what happens to the work in progress, intellectual property, and confidentiality obligations upon termination.
  • Legal Reasoning: Termination clauses should be carefully drafted to protect both parties. A termination for convenience clause provides the contractor with some recourse when the Client terminates the agreement without a valid reason. A termination fee can help compensate the contractor for the loss of income and the disruption to their business.

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.

  • Potential Exploitation: This is extremely broad and places an enormous burden on the contractor. "Consequential damages" (indirect losses) are often difficult to prove and can be very expensive. The "no cap on liability" provision makes it virtually impossible for the contractor to recover damages for any losses resulting from the
Adversarial Contract Review

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About Google: Gemma 3n 2B

Capabilities

ConversationReasoningTranslation

Categories

TextCode

Specifications

Provider
Google
Released
2025-07-09
Size
SMALL
Context
8,192 tokens

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SAME PROMPT

Claude Sonnet 4.6's version

Same prompt, different result

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