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  1. Home
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  3. Gemma 3 27B
  4. Adversarial Contract Review

See how Gemma 3 27B compares on this challenge:

  • Gemma 3 27B vs Claude Sonnet 4.6
  • Gemma 3 27B vs Gemini 3.1 Pro Preview
  • Gemma 3 27B 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 3 27B

Adversarial Contract Review

Gemma 3 27B It's response to the 'Adversarial Contract Review' challenge.

Gemma 3 27B
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 3 27B
Response

gemma-3-27b-it logo
Gemma 3 27BAdversarial Contract Review
gemma-3-27b-it logo
Gemma 3 27B

Okay, this contract is extremely one-sided in favor of the Client (TechCorp Solutions Inc.). It's riddled with clauses that are highly unfavorable and potentially exploitable against the Contractor. Here's a breakdown of the problematic clauses, how they could be exploited, suggested modifications, and the legal reasoning behind those modifications. I'll categorize them by severity of risk.

High Risk - Major Concerns (Require Immediate Modification)

  1. Scope (Clause 1): "Client reserves the right to modify the scope at any time without additional compensation."

    • Exploitation: This is a huge risk. The Client can endlessly "scope creep," adding work without increasing the Contractor's pay. The Contractor could spend significant time on tasks not originally agreed upon, effectively working for less than minimum wage. It creates a perpetual state of uncertainty and potential for abuse.
    • Modification: "Client may request changes to the scope of work. Any changes that materially alter the time or complexity of the project will be documented in a written change order, signed by both parties, and will result in an adjustment to the project fee and/or timeline. Changes not documented in a change order will not be considered part of the scope."
    • Legal Reasoning: Contracts require consideration (something of value exchanged by both parties). Unilateral scope changes without compensation destroy the balance of consideration. A change order process ensures both sides agree on the impact of alterations and are compensated accordingly. It establishes a clear record of agreed-upon work. "Materially alter" helps define when a change order is needed, avoiding disputes over minor adjustments.
  2. Payment (Clause 2): "Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed "unsatisfactory" at Client's sole discretion."

    • Exploitation: 90 days is an extremely long payment term. It creates cash flow problems for the Contractor. "Unsatisfactory" at "sole discretion" is a recipe for abuse. The Client could find fault with anything, delaying or avoiding payment indefinitely.
    • Modification: "Payment is due within 30 days of invoice receipt. If Client disputes a deliverable, they must provide a written explanation detailing the specific reasons for dissatisfaction within 14 days of delivery. Contractor shall have 30 days to address the concerns. Payment for the undisputed portion of the invoice shall be made within the original 30-day timeframe. If the dispute remains unresolved after the 30-day remediation period, the matter shall be subject to the Dispute Resolution clause."
    • Legal Reasoning: 30 days is a standard payment term. The "sole discretion" language is problematic because it's arbitrary and doesn't require good faith. Adding a requirement for specific, written reasons for dissatisfaction, and a remediation period, introduces fairness and allows the Contractor to rectify issues. Separating payment for undisputed work protects the Contractor from having their entire invoice held hostage.
  3. Intellectual Property (Clause 3): "All work product... shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP."

    • Exploitation: This is brutal. It transfers all IP, including modifications to the Contractor's existing tools or methodologies, to the Client forever. This could severely limit the Contractor's ability to reuse their own work on other projects. Even improvements to the Contractor's core IP are handed over.
    • Modification: "All work product created specifically for this project shall be the exclusive property of Client upon full payment of all outstanding invoices. Any pre-existing intellectual property owned by Contractor shall remain the property of Contractor. Client shall have a perpetual, non-exclusive license to use the work product for the purposes originally defined in the scope of work. Any modifications to Contractor’s pre-existing IP shall be jointly owned, with Contractor retaining the right to use the modified IP for other projects." (Or, if the Contractor really wants to protect their IP, they could refuse to allow work based on their pre-existing IP.)
    • Legal Reasoning: Work-for-hire agreements are common, but they should be limited to work created specifically for the project. The original clause is overly broad. Protecting pre-existing IP is crucial for the Contractor's business. A license grants the Client the right to use the work, but doesn't transfer ownership. Joint ownership of modifications to pre-existing IP is a fair compromise.
  4. Liability (Clause 6): "Contractor assumes all liability... including consequential damages, with no cap on liability."

    • Exploitation: This is unconscionable. Unlimited liability for bugs, security vulnerabilities, and system failures is an enormous risk. Even a minor bug could lead to massive financial repercussions for the Contractor, potentially bankrupting them. Consequential damages (lost profits, etc.) can be huge.
    • Modification: "Contractor warrants that the delivered software will substantially conform to the agreed-upon specifications. Contractor’s liability for defects shall be limited to re-performing the work to correct such defects within a reasonable timeframe. Contractor’s total liability under this agreement shall not exceed the total amount of fees paid by Client to Contractor. Contractor shall not be liable for consequential, incidental, or indirect damages."
    • Legal Reasoning: Liability needs to be reasonable and proportionate. Limiting liability to the cost of re-performance and capping it at the fees paid protects the Contractor. Excluding consequential damages is standard practice in software contracts. "Substantially conform" is a reasonable standard for software development; perfection is rarely achievable.
  5. Indemnification (Clause 7): "Contractor shall indemnify Client against all claims arising from Contractor's work, regardless of fault."

    • Exploitation: This forces the Contractor to pay for any legal claim against the Client that arises from the work, even if the Contractor did nothing wrong. This is a massive financial risk.
    • Modification: "Contractor shall indemnify Client against claims arising from Contractor’s negligence or willful misconduct. Client shall promptly notify Contractor of any such claims and shall cooperate with Contractor in defending them."
    • Legal Reasoning: Indemnification should be limited to the Contractor's own negligence or wrongdoing. Requiring the Client to cooperate in the defense is essential. Indemnifying against all claims, regardless of fault, is unfair and unreasonable.

Medium Risk - Should Be Addressed (Negotiate Changes)

  1. Non-Compete (Clause 4): "Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination."

    • Exploitation: 24 months is a long time, and "same industry" is very broad. This could severely restrict the Contractor's future employment opportunities.
    • Modification: "Contractor agrees not to provide directly competitive services to Client’s direct competitors for 6 months following termination. This restriction shall only apply to services substantially similar to those provided under this agreement."
    • Legal Reasoning: Non-compete agreements are often scrutinized by courts. They must be reasonable in scope (geographic area, duration, and type of work). Narrowing the scope to direct competitors and similar services, and shortening the duration, makes the clause more likely to be enforceable and less burdensome on the Contractor.
  2. Termination (Clause 5): "Client may terminate this agreement at any time without notice. Contractor must provide 60 days written notice."

    • Exploitation: The Client can terminate immediately, leaving the Contractor with no time to prepare for lost income. The 60-day notice for the Contractor is reasonable, but the asymmetry is unfair.
    • Modification: "Either party may terminate this agreement with 30 days written notice. Upon termination by Client without cause, Client shall pay Contractor for all work completed up to the termination date, plus a termination fee equal to [e.g., 25%] of the estimated value of work in progress."
    • Legal Reasoning: Mutual notice requirements are fairer. A termination fee compensates the Contractor for the disruption caused by a sudden termination, especially if it's not due to the Contractor's performance.
  3. Confidentiality (Clause 8): "Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination."

    • Exploitation: 5 years is a long time to restrict discussing the terms of a contract. It could hinder the Contractor's ability to learn from the engagement or consult with legal counsel in the future.
    • Modification: “Contractor shall not disclose any confidential information about Client’s business or proprietary data for 3 years after termination. This does not restrict disclosure of the terms of this agreement.”
    • Legal Reasoning: Protecting trade secrets and proprietary information is important, but restricting discussion of the contract itself is overly broad.

Low Risk - Consider Clarification

  1. Dispute Resolution (Clause 9): "Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party."

    • Exploitation: Arbitration can be faster and cheaper than litigation, but the Client choosing the jurisdiction and the losing party paying all costs is disadvantageous.
    • Modification: "Any disputes shall be resolved through binding arbitration in a mutually agreed-upon location, with costs allocated proportionally to the parties’ success on the merits."
    • Legal Reasoning: A neutral arbitration location is fairer. Allocating costs proportionally encourages good-faith negotiation and prevents one party from being penalized for simply defending their position.

Important Disclaimer: I am an AI chatbot and cannot provide legal advice. This analysis is for informational purposes only. The Contractor must consult with an attorney to review this contract and ensure their rights are protected before signing it. A lawyer can tailor the modifications to the specific circumstances and applicable laws. Do not sign this contract as written!

Adversarial Contract Review

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About Gemma 3 27B

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCodeMultimodal

Specifications

Provider
Google
Released
2025-03-12
Size
XLARGE

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