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.
Mistral Large 2512's response to the 'Adversarial Contract Review' challenge.
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.
This contract is heavily one-sided in favor of the Client (TechCorp Solutions Inc.) and contains multiple unfair, exploitative, and potentially unenforceable clauses that expose the Contractor to significant legal and financial risk. Below is a clause-by-clause analysis, suggested modifications, and legal reasoning for each problematic provision.
Problem:
"Client reserves the right to modify the scope at any time without additional compensation."
Exploitative Risks:
Suggested Modifications:
"The scope of work shall be defined in Exhibit A (attached). Any material changes to the scope must be mutually agreed upon in writing and may result in an adjustment to the fee, timeline, or both. Minor clarifications or bug fixes (as defined in Exhibit A) shall not constitute a scope change."
Legal Reasoning:
Problem:
"Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion."
Exploitative Risks:
Suggested Modifications:
"Payment shall be due within 30 days of invoice receipt. If Client disputes an invoice, it must provide written notice within 14 days specifying the deficiencies. The parties shall attempt to resolve the dispute in good faith; if unresolved, the disputed portion may be submitted to binding arbitration (see Dispute Resolution). Client may not withhold payment for undisputed portions of the invoice."
Legal Reasoning:
Problem:
"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."
Exploitative Risks:
Suggested Modifications:
*"Work Product: All original code, documentation, and deliverables created specifically for this engagement shall be the exclusive property of Client. Pre-existing IP (including tools, libraries, or methodologies owned by Contractor prior to this engagement) shall remain the property of Contractor, provided that Client is granted a perpetual, royalty-free, non-exclusive license to use such IP solely in connection with the deliverables under this Agreement.
Third-Party IP: Contractor shall not incorporate any third-party IP (e.g., open-source libraries) into deliverables unless Client provides prior written approval of the license terms."*
Legal Reasoning:
Problem:
"Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination."
Exploitative Risks:
Suggested Modifications:
*"Non-Competition: For a period of 6 months following termination, Contractor shall not provide directly competing services (as defined in Exhibit B) to any company that is a direct competitor of Client (as listed in Exhibit B) within the United States. This restriction shall not apply if Contractor is engaged in non-competing work (e.g., unrelated industries, internal tools, or open-source contributions).
Consideration: In consideration for this restriction, Client shall pay Contractor a lump sum of $X (or $Y/month) during the non-compete period."*
Legal Reasoning:
Problem:
"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."
Exploitative Risks:
Suggested Modifications:
*"Termination for Convenience: Either party may terminate this Agreement with 30 days’ written notice. Client may terminate immediately for cause (e.g., material breach, fraud, or failure to deliver).
Termination Payment: Upon termination, Client shall pay Contractor for:
- All completed deliverables accepted by Client.
- Work in progress at the prorated hourly rate (based on % completion).
- Reimbursable expenses incurred prior to termination.
Transition Assistance: Contractor shall provide up to 10 hours of transition assistance (at the standard hourly rate) to facilitate handoff."*
Legal Reasoning:
Problem:
"Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability."
Exploitative Risks:
Suggested Modifications:
*"Limitation of Liability: In no event shall either party be liable for indirect, incidental, special, or consequential damages (including lost profits, business interruption, or reputational harm), even if advised of the possibility of such damages.
Total Liability Cap: Contractor’s total aggregate liability under this Agreement shall not exceed the total fees paid by Client in the 12 months preceding the claim.
Client Responsibilities: Client shall be responsible for:
- Proper use of the software (e.g., not modifying source code without approval).
- Security of its own systems (e.g., firewalls, access controls).
- Compliance with applicable laws (e.g., data protection regulations)."*
Legal Reasoning:
Problem:
"Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault."
Exploitative Risks:
Suggested Modifications:
*"Indemnification by Contractor: Contractor shall indemnify Client against claims arising from:
- Contractor’s negligence, willful misconduct, or breach of this Agreement.
- Third-party IP infringement (e.g., if Contractor uses unlicensed code).
Indemnification by Client: Client shall indemnify Contractor against claims arising from:
- Client’s negligence, willful misconduct, or breach of this Agreement.
- Client’s misuse of the software (e.g., violating third-party licenses).
Limitation: Total indemnification liability shall not exceed the total fees paid under this Agreement."*
Legal Reasoning:
Problem:
"Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination."
Exploitative Risks:
Suggested Modifications:
*"Confidentiality: Contractor shall keep confidential all non-public information disclosed by Client for 3 years after termination. This obligation shall not apply to:
- Information that is publicly available through no fault of Contractor.
- Information lawfully obtained from a third party.
- Information required to be disclosed by law or court order (provided Contractor gives Client prior written notice).
Exclusion: The existence of this Agreement and general nature of services (e.g., "software development") shall not be considered confidential."*
Legal Reasoning:
Problem:
"Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party."
Exploitative Risks:
Suggested Modifications:
*"Dispute Resolution:
- Negotiation: The parties shall attempt to resolve disputes informally within 30 days.
- Mediation: If unresolved, the parties shall engage in mediation (at a mutually agreed-upon location).
- Arbitration: If mediation fails, disputes shall be resolved via binding arbitration under the American Arbitration Association (AAA) rules, with the following terms:
- Location: Arbitration shall take place in [neutral location, e.g., New York or Delaware].
- Costs: Each party shall bear its own costs, except that the prevailing party may recover reasonable attorneys’ fees if the other party acted in bad faith.
- Small Claims Carve-Out: Either party may pursue claims under $25,000 in small claims court without arbitration."*
Legal Reasoning:
| Clause | Problem | Fix |
|---|---|---|
| Scope | Unilateral modification | Define scope in Exhibit A, require mutual agreement for changes |
| Payment | 90-day terms + arbitrary rejection | 30-day payment, written dispute process |
| IP | Overreach on pre-existing IP | License (not assignment) for pre-existing tools |
| Non-Compete | Overbroad & long | 6-month limit, narrow scope, paid consideration |
| Termination | One-sided, no payment for WIP | 30-day notice, payment for completed work |
| Liability | Uncapped, no mutual limits | Cap at 12 months of fees, exclude consequential damages |
| Indemnification | One-sided, "regardless of fault" | Mutual indemnification, fault-based |
| Confidentiality | 5-year gag order | 3-year limit, exclude public info |
| Arbitration | Unfair forum, "loser pays" | Neutral location, each party bears own costs |
Bottom Line: This contract is designed to exploit the Contractor. Do not sign it as-is. If the Client refuses to negotiate, find another client—this one is high-risk.
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