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  1. Home
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  3. Gemini 3 Pro Preview
  4. Adversarial Contract Review

See how Gemini 3 Pro Preview compares on this challenge:

  • Gemini 3 Pro Preview vs Claude Sonnet 4.6
  • Gemini 3 Pro Preview vs Gemini 3.1 Pro Preview
  • Gemini 3 Pro Preview 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 Gemini 3 Pro Preview

Adversarial Contract Review

Gemini 3 Pro Preview's response to the 'Adversarial Contract Review' challenge.

Gemini 3 Pro Preview
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.

Gemini 3 Pro Preview
Response

gemini-3-pro-preview logo
Gemini 3 Pro PreviewAdversarial Contract Review
gemini-3-pro-preview logo
Gemini 3 Pro Preview

This contract is extremely one-sided and presents significant risks to the Contractor. Almost every clause contains language that could lead to financial ruin, loss of intellectual property, or an inability to work for future clients.

Here is a detailed breakdown of the exploitable clauses, suggested modifications, and the legal reasoning for the changes.


1. SCOPE

The Clause: "...Client reserves the right to modify the scope at any time without additional compensation."

  • The Risk: This is a "Scope Creep" trap. Even though the contract is hourly, this phrasing implies the Client can demand extra tasks that might be considered "unbillable" or force a change in direction that renders previous hours wasted (and potentially unpaid if deemed "unsatisfactory" later).
  • Suggested Modification: "Client may request modifications to the scope. Any changes to the scope that materially affect the time or resources required shall be mutually agreed upon in writing, including any necessary adjustments to the delivery schedule."
  • Reasoning: Scope changes must be mutual. You cannot be forced to perform work you did not agree to, nor should you be forced to do work without clear agreement on how it affects the timeline.

2. PAYMENT

The Clause: "Payment is due within 90 days... Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion."

  • The Risk:
    1. Net-90: You are effectively financing the Client’s business for three months.
    2. Subjective Withholding: "Sole discretion" allows the Client to refuse payment simply because they changed their mind, not because the code is bad.
  • Suggested Modification: "Payment is due within 30 days of invoice receipt. Deliverables shall be deemed accepted unless Client provides written notice of specific defects within 5 business days of delivery. Client may only withhold payment for the specific portion of the invoice in dispute."
  • Reasoning: Net-30 is industry standard. Acceptance criteria must be objective (e.g., "fails to compile" or "does not meet specs"), not subjective.

3. INTELLECTUAL PROPERTY

The Clause: "...exclusive property of Client... including any work created using Contractor's pre-existing IP."

  • The Risk: This is the "IP Contamination" trap. If you use your own standard code libraries, scripts, or open-source tools to build their software, you accidentally transfer ownership of your tools to them. You could legally be sued for using your own code on a future project.
  • Suggested Modification: "Client shall own the deliverables. However, Contractor retains all right, title, and interest in Contractor’s Pre-Existing IP and standard developer tools. Contractor grants Client a non-exclusive, perpetual, royalty-free license to use Pre-Existing IP integrated into the deliverables."
  • Reasoning: You must "carve out" your background technology so you remain in business. You sell them the house, not the hammer you used to build it.

4. NON-COMPETE

The Clause: "...not to provide similar services to any company in the same industry... for 24 months..."

  • The Risk: This effectively unemploys you. If you specialize in Fintech, you cannot work for any other Fintech company for two years.
  • Suggested Modification: Delete this clause entirely. If they refuse, replace with a Non-Solicitation clause: "Contractor agrees not to solicit Client’s employees or direct customers for 12 months following termination."
  • Reasoning: Non-competes are increasingly unenforceable (banned by the FTC in the US in many contexts, though currently legally complex). As a freelancer, your ability to work for multiple clients in a specific niche is your livelihood.

5. TERMINATION

The Clause: "Client may terminate... without notice. Contractor must provide 60 days written notice... deliver all work in progress without additional compensation."

  • The Risk:
    1. Asymmetry: You are trapped for two months; they can fire you instantly.
    2. Wage Theft: "Without additional compensation" could be interpreted to mean they don't have to pay for the work done between the last invoice and the termination date.
  • Suggested Modification: "Either party may terminate this Agreement with 14 days written notice. Upon termination, Client shall pay Contractor for all hours worked and services rendered up to the effective date of termination."
  • Reasoning: Termination rights should be mutual (reciprocal). You must be paid for every hour worked, regardless of how the contract ends.

6. LIABILITY

The Clause: "Contractor assumes all liability... including consequential damages, with no cap on liability."

  • The Risk: This is a "Bankruptcy Clause." If your code has a bug that causes their server to crash and they lose $1,000,000 in sales (consequential damages), you personally owe them $1,000,000.
  • Suggested Modification: "Contractor’s total liability under this Agreement shall not exceed the total fees paid by Client to Contractor in the 12 months preceding the claim. In no event shall either party be liable for consequential, incidental, or indirect damages (including lost profits)."
  • Reasoning: Liability must be capped (usually at the contract value) to make the risk insurable and manageable. Consequential damages must be excluded.

7. INDEMNIFICATION

The Clause: "...indemnify Client... regardless of fault."

  • The Risk: If a third party sues the Client because the Client misused the software, you have to pay the Client's legal bills. "Regardless of fault" is unreasonable.
  • Suggested Modification: "Contractor shall indemnify Client against claims arising directly from Contractor’s gross negligence, willful misconduct, or infringement of third-party intellectual property rights."
  • Reasoning: You should only indemnify them for things you did wrong (like stealing code or being reckless), not for general bad luck or the Client's own mistakes.

8. CONFIDENTIALITY

The Clause: "...Contractor shall not disclose... including the terms of this agreement..."

  • The Risk: You cannot tell future clients what you worked on, and you cannot discuss your rates with peers.
  • Suggested Modification: Add an exception: "Contractor may disclose the existence of the relationship for marketing and portfolio purposes, provided no proprietary or sensitive technical information is revealed."
  • Reasoning: Consultants need to show a portfolio to get new work. You should be allowed to say "I worked with TechCorp."

9. DISPUTE RESOLUTION

The Clause: "...binding arbitration in Client's home jurisdiction, with costs borne by the losing party."

  • The Risk: If the Client is in another state/country, you have to travel there to fight for unpaid invoices. "Losing party pays" discourages you from suing for small amounts (e.g., $5,000 unpaid) because if you lose on a technicality, you might owe $50,000 in legal fees.
  • Suggested Modification: "Disputes shall be resolved in the jurisdiction of the defendant. Each party shall bear its own costs."
  • Reasoning: Making the plaintiff sue in the defendant's home court is fair. "Each party bears own costs" prevents the larger company from bullying the freelancer with the threat of massive legal fees.

Disclaimer: I am an AI, not a lawyer. This analysis is for informational purposes only and does not constitute legal advice. You should consult with a qualified attorney in your jurisdiction before signing any legal documents.

Adversarial Contract Review

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About Gemini 3 Pro Preview

Capabilities

ConversationReasoningCode GenerationAnalysisTool Use

Categories

TextCodeMultimodal

Specifications

Provider
Google
Released
2025-11-18
Size
XLARGE

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