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  1. Home
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  4. Adversarial Contract Review

See how Qwen3 Coder Flash compares on this challenge:

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  • Qwen3 Coder Flash 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 Qwen3 Coder Flash

Adversarial Contract Review

Qwen3 Coder Flash's response to the 'Adversarial Contract Review' challenge.

Qwen3 Coder Flash
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.

Qwen3 Coder Flash
Response

qwen3-coder-flash logo
Qwen3 Coder FlashAdversarial Contract Review
qwen3-coder-flash logo
Qwen3 Coder Flash

Here are the problematic clauses and suggested modifications for the contractor:

1. Scope Modification (Clause 1)

Problem: Client can modify scope "at any time without additional compensation" Modification: "Client may modify the scope with prior written notice and 30 days' advance notice. Any material scope changes exceeding 10% of original scope will be subject to revised billing terms."

Legal Reasoning: This clause creates an imbalance where the client can arbitrarily increase workload without compensation. The modification maintains flexibility while ensuring fair compensation for significant changes.

2. Payment Withholding (Clause 2)

Problem: Client can withhold payment "if deliverables are deemed 'unsatisfactory' at Client's sole discretion" Modification: "Payment may be withheld only if deliverables fail to meet mutually agreed specifications or quality standards. Disputes over deliverable quality shall be resolved within 10 business days through a jointly agreed third-party review process."

Legal Reasoning: Unilateral withholding power gives the client unlimited leverage. The modification requires objective standards and provides a fair dispute resolution mechanism.

3. Intellectual Property (Clause 3)

Problem: Broad IP clause that includes pre-existing IP and grants perpetual ownership Modification: "All new work product created during the engagement shall be the exclusive property of Client. Pre-existing intellectual property remains the property of Contractor. Client receives a perpetual, irrevocable license to use Contractor's pre-existing tools and methodologies developed exclusively for this project."

Legal Reasoning: The original clause is overly broad and potentially unenforceable. The modification protects contractor's existing IP while granting appropriate rights to newly created work.

4. Non-Compete (Clause 4)

Problem: 24-month restriction for "same industry" - extremely broad and likely unenforceable Modification: "Contractor agrees not to compete with Client in the specific geographic area defined in Exhibit A for 12 months following termination, limited to services that directly compete with those provided under this agreement."

Legal Reasoning: Courts generally disfavor overly broad non-compete restrictions. The modification makes it more geographically and technically specific, increasing likelihood of enforcement.

5. Termination (Clause 5)

Problem: Contractor must give 60 days notice vs. client's immediate termination Modification: "Either party may terminate with 30 days written notice. In case of termination, Contractor shall receive payment for completed work based on current hourly rate plus 25% premium for early termination."

Legal Reasoning: Unequal termination rights create unfair advantage for client. The modification balances both parties' interests and provides reasonable compensation for early termination.

6. Liability (Clause 6)

Problem: Unlimited liability with no cap Modification: "Contractor's liability shall be limited to the total amount paid under this agreement for the relevant deliverables. In no event shall Contractor be liable for indirect, consequential, or punitive damages."

Legal Reasoning: Unlimited liability exposes contractor to disproportionate risk. The modification provides reasonable liability limits consistent with typical professional services agreements.

7. Indemnification (Clause 7)

Problem: Broad indemnification obligation without limitations Modification: "Contractor shall indemnify Client for third-party claims arising from Contractor's negligence or willful misconduct. Contractor's liability for indemnification shall not exceed the total amount paid under this agreement."

Legal Reasoning: Overbroad indemnification can expose contractor to unlimited liability. The limitation protects contractor from excessive exposure while maintaining reasonable protection for client.

8. Confidentiality Period (Clause 8)

Problem: 5-year confidentiality period is excessive Modification: "Contractor shall maintain confidentiality for 2 years after termination, except for proprietary information that becomes publicly known through no fault of Contractor."

Legal Reasoning: 5-year period is disproportionate to typical confidential information duration. 2-year period is more reasonable and enforceable.

9. Dispute Resolution (Clause 9)

Problem: Client chooses arbitration location and bears no costs Modification: "Disputes shall be resolved through binding arbitration in a mutually agreed neutral location. Each party shall bear its own costs, unless the arbitrator determines one party acted in bad faith."

Legal Reasoning: This gives client unfair advantage in choosing forum. The modification makes the process more balanced and fair.

Additional Recommendations:

  • Add a force majeure clause
  • Include performance guarantees with clear definitions of acceptable quality
  • Specify change management procedures
  • Add data privacy obligations if handling sensitive information
  • Include insurance requirements for the contractor

These modifications create a more balanced agreement that protects both parties' interests while making the terms more legally defensible and enforceable.

Adversarial Contract Review

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About Qwen3 Coder Flash

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCode

Specifications

Provider
Qwen
Released
2025-09-17
Size
MEDIUM
Context
128,000 tokens

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