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© 2026 Rival
  1. Home
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  4. Adversarial Contract Review

See how Mistral Small Creative compares on this challenge:

  • Mistral Small Creative vs Claude Sonnet 4.6
  • Mistral Small Creative vs Gemini 3.1 Pro Preview
  • Mistral Small Creative 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 Mistral Small Creative

Adversarial Contract Review

Mistral Small Creative's response to the 'Adversarial Contract Review' challenge.

Mistral Small Creative
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.

Mistral Small Creative
Response

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Mistral Small CreativeAdversarial Contract Review
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Mistral Small Creative

This contract is highly one-sided and contains several unfair, unenforceable, or exploitative clauses that could be used to harm the contractor. Below is a breakdown of the problematic clauses, suggested modifications, and the legal reasoning behind them.


1. SCOPE (Unilateral Modification & No Compensation for Changes)

Problematic Clause:

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

Why It’s Exploitative:

  • Unlimited Scope Creep: The client can demand unlimited additional work (e.g., "We need a new feature—do it for free") without any obligation to compensate the contractor.
  • No Protection for Contractor: If the client keeps expanding the scope, the contractor could end up working for free or at a loss.
  • Potential for Abuse: A client could use this to demand unreasonable changes, knowing the contractor has no recourse.

Suggested Modification:

"Client may request modifications to the scope, but any such changes shall be documented in writing and approved by mutual agreement. Additional compensation and revised timelines shall be negotiated in good faith before implementation. If no agreement is reached, the original scope shall remain in effect."

Legal Reasoning:

  • Good Faith & Fair Dealing (Implied Duty in Contract Law): Courts may imply a duty of good faith, meaning parties must act reasonably. An unlimited scope modification clause could be seen as bad faith if abused.
  • Unconscionability (Under UCC & Common Law): If the clause is so one-sided that it "shocks the conscience," a court may refuse to enforce it.
  • Prevents "Hold-Up" Tactics: Ensures the contractor is fairly compensated for extra work.

2. PAYMENT (90-Day Payment Terms & "Unsatisfactory" Deliverables Clause)

Problematic Clauses:

"Payment is due within 90 days of invoice receipt." "Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion."

Why It’s Exploitative:

  • Cash Flow Risk for Contractor: 90 days is an extremely long payment term (standard is 15–30 days). The contractor may face liquidity issues.
  • Vague & Subjective "Unsatisfactory" Standard: The client can arbitrarily withhold payment by claiming work is "unsatisfactory," even if the contractor meets all agreed-upon requirements.
  • No Dispute Resolution Mechanism: If the contractor disputes the "unsatisfactory" claim, they have no recourse before payment is withheld.

Suggested Modifications:

"Payment shall be made within 15 business days of invoice receipt. If Client disputes the deliverables, they shall provide a written, itemized list of deficiencies within 7 days of receipt. The Contractor shall have 10 business days to address the issues. If no resolution is reached, disputes shall be escalated to binding arbitration (as per Section 9) before payment is withheld."

Legal Reasoning:

  • UCC & Common Law (Reasonable Time for Payment): 90 days is unreasonably long and could be challenged as unconscionable.
  • Vagueness Doctrine: Courts dislike subjective, undefined terms like "unsatisfactory." A clear, objective dispute resolution process is enforceable.
  • Prompt Payment Acts (State Laws): Many states (e.g., California, New York) have laws requiring timely payment (e.g., 30 days). 90 days may violate these.
  • Good Faith Requirement: A client cannot unilaterally withhold payment without a clear, documented reason.

3. INTELLECTUAL PROPERTY (Overly Broad & Unfair IP Assignment)

Problematic Clause:

"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."

Why It’s Exploitative:

  • Grabbed Pre-Existing IP: The client is trying to claim ownership of the contractor’s existing tools, libraries, or methodologies—even if they were developed before the engagement.
  • No Carve-Outs for Contractor’s Own Work: The contractor loses all rights to their own creations, even if they could reuse them elsewhere.
  • Perpetual & Exclusive: The client gets forever ownership, meaning the contractor cannot use their own work in future projects.

Suggested Modification:

*"Client shall own only the specific work product created solely for this engagement, as defined in the Statement of Work (SOW). Contractor retains ownership of:

  • Any pre-existing tools, libraries, or methodologies brought into the engagement.
  • Any general knowledge, skills, or abstract ideas developed during the engagement.
  • The right to reuse generic components (e.g., open-source libraries) in future work, unless otherwise agreed.

Exceptions: If Contractor uses Client-confidential information or Client-provided assets, those shall remain Client’s property."

Legal Reasoning:

  • Work Made for Hire (Copyright Act §101): For the client to claim automatic ownership, the work must be:
    • 1) A work made for hire (contract must explicitly state this), or
    • 2) The contractor must be an employee (not an independent contractor).
  • Pre-Existing IP Cannot Be Seized: Courts will not enforce a clause that tries to retroactively claim the contractor’s existing work.
  • Unconscionability: A perpetual, all-encompassing IP grab is unreasonable and may be struck down.

4. NON-COMPETE (Overly Restrictive & Potentially Unenforceable)

Problematic Clause:

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

Why It’s Exploitative:

  • Too Broad ("Same Industry"): "Industry" is vague and overreaching. If the client is in tech, this could ban the contractor from working in any tech-related field for 2 years.
  • No Geographic Limitation: If the client is global, the non-compete applies worldwide, making it unreasonably restrictive.
  • No Consideration for Existing Clients: The contractor may lose existing clients who are in the same industry.
  • Potentially Unenforceable: Many states (California, Oklahoma, North Dakota) ban non-competes entirely, while others (Texas, New York) require narrow tailoring.

Suggested Modification:

*"Contractor shall not solicit or provide services to any company that was a direct competitor of Client during the 12-month period prior to termination, within a 50-mile radius of Client’s headquarters (or [specified geographic limit]), for 6 months following termination. Exceptions:

  • Contractor may work for companies that initiate contact with them.
  • Contractor may work for companies that were not competitors of Client.
  • If Client is a publicly traded company, the non-compete shall not apply to publicly traded competitors."

Legal Reasoning:

  • Blue Pencil Doctrine: Courts will modify overbroad non-competes to make them reasonable.
  • State Laws Vary:
    • California: Non-competes are void (except for sale of business).
    • Texas: Must be narrowly tailored (time, geography, scope).
    • New York: Must be reasonable (typically 1–2 years, limited geography).
  • Unconscionability: A 2-year, worldwide ban is likely unenforceable in most jurisdictions.

5. TERMINATION (Asymmetric & No Cause Required for Client)

Problematic Clauses:

"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."

Why It’s Exploitative:

  • Client Can Fire Contractor Instantly: The client has no obligation to provide notice or reason, while the contractor must give 60 days’ notice.
  • No Payment for Work in Progress: If terminated, the contractor loses all compensation for unfinished work, even if they’ve already put in hours.
  • No Transition Period: The contractor must hand over work immediately, which could disrupt their business if they were mid-project.

Suggested Modification:

*"Either party may terminate this agreement with 30 days’ written notice. Upon termination:

  • Client shall pay Contractor for all completed work up to the termination date.
  • For work in progress, Client shall pay a prorated fee based on hours worked.
  • Contractor shall document and transition all work within 15 business days, and Client shall compensate reasonably for transition efforts.
  • If Client terminates without cause, Contractor shall be entitled to 30 days’ pay as severance."

Legal Reasoning:

  • At-Will Employment Analogy: Even in at-will employment, employers must often provide reasonable notice (especially for contractors).
  • Unjust Enrichment: If the client benefits from the contractor’s work but refuses to pay, courts may order quantum meruit (payment for reasonable value).
  • Good Faith & Fair Dealing: A one-sided termination clause may be unenforceable if it shocks the conscience.

6. LIABILITY (Unlimited & One-Sided Risk Shift)

Problematic Clause:

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

Why It’s Exploitative:

  • Unlimited Liability: The contractor is personally liable for all damages, even if the client provided bad requirements or interfered.
  • Consequential Damages: This includes lost profits, reputational harm, and indirect losses—which can be infinite.
  • No Limitation of Liability: Most contracts cap liability (e.g., "not to exceed the total fees paid under this agreement").

Suggested Modification:

*"Contractor’s total liability under this agreement shall not exceed the **greater of:

  • 12 months’ fees paid under this agreement, or
  • $50,000 (or a reasonable cap). Exclusions:
  • Liability shall not apply for gross negligence or willful misconduct by Client.
  • Client shall indemnify Contractor for any claims arising from Client-provided data, third-party integrations, or Client directions.
  • Consequential damages (e.g., lost profits) are excluded unless caused by proven fraud or intentional misconduct."

Legal Reasoning:

  • Unconscionability: Unlimited liability is almost always unenforceable.
  • UCC §2-719(3): Allows limitation of consequential damages unless the limitation is unreasonable.
  • Risk Allocation: Courts dislike clauses that shift all risk to one party without justification.

7. INDEMNIFICATION (One-Sided & Overbroad)

Problematic Clause:

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

Why It’s Exploitative:

  • Strict Liability: The contractor must defend and pay for all claims, even if the client caused the issue.
  • Third-Party Claims: If a user sues the client for a bug, the contractor must cover legal fees, even if the client approved the flawed design.
  • No Fault Requirement: The contractor is liable even if they were not at fault.

Suggested Modification:

*"Contractor shall indemnify Client only for claims caused by Contractor’s negligence, willful misconduct, or breach of this agreement. Exclusions:

  • Client shall indemnify Contractor for claims arising from:
    • Client-provided specifications, data, or materials.
    • Client’s use or modification of delivered work.
    • Third-party software or APIs integrated at Client’s request.
  • Joint Indemnification: If a claim arises from shared fault, liability shall be allocated proportionally.
  • Insurance Requirement: Client shall maintain professional liability insurance covering this work."

Legal Reasoning:

  • Mutual Indemnification is Standard: Most contracts split indemnification based on fault.
  • Unconscionability: A blanket indemnity clause is unreasonable and may be struck down.
  • Insurance Industry Standards: Most professional liability policies exclude indemnity for client-caused issues.

8. CONFIDENTIALITY (Overly Broad & One-Sided)

Problematic Clause:

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

Why It’s Exploitative:

  • Includes Agreement Terms: The contractor cannot even discuss the contract’s fairness, which could prevent them from seeking legal advice.
  • 5-Year Non-Disclosure: This is extremely long and could hurt the contractor’s ability to defend themselves in disputes.
  • No Reciprocal Obligation: The client is not bound by the same restrictions.

Suggested Modification:

*"Contractor shall not disclose Client’s confidential business information, trade secrets, or proprietary data for 2 years after termination. Exceptions:

  • Contractor may disclose to legal counsel for defensive purposes (e.g., if sued by Client).
  • Contractor may discuss general project details (without revealing Client’s confidential info) for business development.
  • Client shall also be bound by confidentiality for the same duration."

Legal Reasoning:

  • Trade Secrets Act (UTSA) & Common Law: Confidentiality must be reasonable in scope and duration.
  • Unconscionability: A 5-year ban on discussing contract terms is overbroad.
  • Mutuality: Courts favor reciprocal confidentiality clauses.

9. DISPUTE RESOLUTION (Binding Arbitration in Client’s Jurisdiction)

Problematic Clause:

"Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party."

Why It’s Exploitative:

  • Home-Field Advantage: Arbitration in the client’s jurisdiction gives them local legal advantages (familiar courts, bias toward local businesses).
  • Costs on Losing Party: If the contractor loses, they pay both sides’ legal fees, which can be bankrupting.
  • No Class Action or Jury Trial: Arbitration waives the right to a jury and class actions, which are critical for small contractors.

Suggested Modification:

*"Disputes shall be resolved through binding arbitration under the American Arbitration Association (AAA) rules, in a neutral forum (e.g., New York or neutral state).

  • Costs: Each party shall bear their own arbitration fees, unless the arbitrator finds frivolous or bad-faith conduct, in which case the losing party shall pay the prevailing party’s reasonable fees.
  • Right to Jury Trial: Contractor retains the right to a jury trial in court if arbitration is unavailable or unjust.
  • Class Action Waiver is Unenforceable (if in a jurisdiction that prohibits them, e.g., California, New York)."

Legal Reasoning:

  • FAA & State Laws: Arbitration clauses must be mutual and reasonable.
  • Unconscionability: Forcing arbitration in the client’s backyard is one-sided.
  • Public Policy: Some states (California, New York) limit arbitration clauses to prevent abuse.

Final Recommendations for the Contractor

  1. Push for Mutuality – Every one-sided clause should be reciprocal (e.g., if the client can terminate anytime, the contractor should too).
  2. Cap Liability & Indemnification – No unlimited risk should be accepted.
  3. Narrow Non-Compete & IP Clauses – Avoid perpetual, overbroad restrictions.
  4. Shorten Payment Terms – 30 days max (standard in the industry).
  5. Require Written Change Orders – No scope creep without approval.
  6. Insist on a Neutral Arbitration Forum – Avoid client-favored jurisdictions.
  7. Retain Right to Jury Trial – Arbitration should be optional.
  8. Document Everything – Email confirmations, change orders, and deliverables to prevent "unsatisfactory" disputes.

Red Flags That Should Make a Contractor Walk Away

❌ Unlimited liability (no cap) ❌ Perpetual IP assignment (including pre-existing work) ❌ 90-day payment terms (cash flow risk) ❌ No cause termination for client only ❌ Overly broad non-compete (2+ years, no geography limit) ❌ One-sided indemnification (client not liable for their own mistakes) ❌ Gag clause on discussing contract terms

Bottom Line

This contract is designed to protect the client at all costs and exposes the contractor to massive financial and legal risk. A reasonable software consulting agreement should: ✅ Balance risk (mutual liability caps) ✅ Define scope clearly (no unlimited changes) ✅ Have fair payment terms (30 days max) ✅ Protect the contractor’s IP (no grab of pre-existing work) ✅ Allow dispute resolution in a neutral forum

If the client refuses to negotiate these terms, the contractor should walk away—this is a high-risk, one-sided deal.

Adversarial Contract Review

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About Mistral Small Creative

Capabilities

ConversationAnalysis

Categories

Text

Specifications

Provider
Mistral
Released
2025-12-16
Size
SMALL
Context
32,768 tokens

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