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  1. Home
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  3. GPT-4o mini
  4. Adversarial Contract Review

See how GPT-4o mini compares on this challenge:

  • GPT-4o mini vs Claude Sonnet 4.6
  • GPT-4o mini vs Gemini 3.1 Pro Preview
  • GPT-4o mini 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 GPT-4o mini

Adversarial Contract Review

Gpt 4O Mini's response to the 'Adversarial Contract Review' challenge.

GPT-4o mini
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.

GPT-4o mini
Response

gpt-4o-mini logo
GPT-4o miniAdversarial Contract Review
gpt-4o-mini logo
GPT-4o mini

The contract you provided contains several clauses that could be potentially exploitative against the contractor. Below, I identify those clauses, suggest specific modifications, and provide legal reasoning for each modification.

1. Scope Modification (Clause 1)

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

Modification Suggestion: "Client may propose modifications to the scope of work, which shall be subject to mutual agreement. Any agreed-upon scope changes may include adjustments to compensation based on the nature and extent of the changes."

Legal Reasoning: This clause allows the client to unilaterally change the scope of work without compensating the contractor, which could lead to the contractor being required to perform additional work without any additional payment. By requiring mutual agreement, both parties can negotiate fair compensation for any additional work required.

2. Payment with Withholding Rights (Clause 2)

Current Clause: "Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion."

Modification Suggestion: "Client may withhold payment only if deliverables are deemed 'unsatisfactory' and provided that the Contractor is given detailed feedback and a reasonable opportunity to rectify the issues within a specified time frame."

Legal Reasoning: This clause gives the client broad discretion to withhold payment without a clear process or opportunity for the contractor to address any concerns. By requiring detailed feedback and a reasonable period to rectify issues, the contractor is provided due process to resolve any disputes regarding the quality of work before payment is withheld.

3. Non-Compete Clause (Clause 4)

Current Clause: "Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination."

Modification Suggestion: "Contractor agrees not to provide similar services to any direct competitors of Client for a period of 12 months following termination, limited to the specific geographical area in which the Client operates."

Legal Reasoning: Non-compete clauses can be overly restrictive and may hinder the contractor's ability to earn a living after the engagement ends. By limiting it to direct competitors and a specific geographical area and reducing the time frame to 12 months, the contractor retains the ability to work in their field while still protecting the client’s interests.

4. Liability (Clause 6)

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

Modification Suggestion: "Contractor shall assume liability only for direct damages caused by negligent acts or omissions, with total liability capped at the total amount paid under this agreement."

Legal Reasoning: The current clause places an unreasonable burden on the contractor by making them liable for all potential damages without limitation. Capping liability and limiting it to direct damages ensures that the contractor is not exposed to potentially devastating financial repercussions for issues that may arise from the software's use or unforeseen events.

5. Indemnification (Clause 7)

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

Modification Suggestion: "Contractor shall indemnify Client against claims arising from Contractor's work only in cases of gross negligence or willful misconduct."

Legal Reasoning: The current clause imposes excessive liability on the contractor without regard to fault. By limiting indemnification to cases of gross negligence or willful misconduct, the contractor is protected from liability for claims that arise from ordinary mistakes or issues outside of their control.

6. Confidentiality (Clause 8)

Current Clause: "Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination."

Modification Suggestion: "Contractor shall not disclose any confidential information for a period of 3 years after termination, except as required by law or with prior written consent from Client."

Legal Reasoning: A 5-year confidentiality period may be excessive and could hinder the contractor's ability to work with other clients. Reducing this to a 3-year period, while allowing for legal disclosures, balances the client's need for confidentiality with the contractor’s right to operate in their field.

Conclusion

These modifications aim to create a more balanced agreement that protects both parties' interests. It is advisable for the contractor to seek legal counsel to ensure that their rights and interests are adequately protected, especially in the context of liability, compensation, and post-termination restrictions.

Adversarial Contract Review

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About GPT-4o mini

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCodeImageMultimodal

Specifications

Provider
Openai
Released
2024-07-18
Size
SMALL
Parameters
Not disclosed
Context
128,000 tokens

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