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© 2026 Rival
  1. Home
  2. Models
  3. Llama 4 Maverick
  4. Adversarial Contract Review

See how Llama 4 Maverick compares on this challenge:

  • Llama 4 Maverick vs Claude Sonnet 4.6
  • Llama 4 Maverick vs Gemini 3.1 Pro Preview
  • Llama 4 Maverick 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 Llama 4 Maverick

Adversarial Contract Review

Llama 4 Maverick's response to the 'Adversarial Contract Review' challenge.

Llama 4 Maverick
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.

Llama 4 Maverick
Response

llama-4-maverick logo
Llama 4 MaverickAdversarial Contract Review
llama-4-maverick logo
Llama 4 Maverick

Upon analyzing the contract, several clauses appear to be potentially exploitative against the Contractor. Here are the identified clauses, suggested modifications, and the underlying legal reasoning:

1. Clause 1: SCOPE - "Client reserves the right to modify the scope at any time without additional compensation."

  • Exploitation risk: High. This clause allows the Client to unilaterally change the scope without adjusting the compensation, potentially leading to scope creep and underpayment for the Contractor's work.
  • Suggested modification: "Client may request changes to the scope, and the parties shall negotiate in good faith to agree on any adjustments to the compensation and timeline. If the parties cannot reach an agreement, either party may terminate this Agreement upon written notice."
  • Legal reasoning: This modification ensures that the Contractor is fairly compensated for additional work and provides a clear exit strategy if the parties cannot agree on scope changes.

2. Clause 2: PAYMENT - "Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion."

  • Exploitation risk: High. The 90-day payment term is unusually long and may cause cash flow issues for the Contractor. The subjective "unsatisfactory" condition for withholding payment also poses a risk.
  • Suggested modification: "Payment is due within 30 days of invoice receipt. Client may withhold payment only if deliverables materially fail to meet the acceptance criteria agreed upon in the project plan. Any disputes regarding payment shall be resolved through the Dispute Resolution process."
  • Legal reasoning: Reducing the payment term to 30 days is more standard and helps ensure timely payment. Tying payment withholding to specific, objective criteria ("acceptance criteria") reduces the Client's discretion and potential for abuse.

3. Clause 3: INTELLECTUAL PROPERTY - "including any work created using Contractor's pre-existing IP."

  • Exploitation risk: Medium. This clause may be overly broad, potentially requiring the Contractor to assign pre-existing IP to the Client without compensation or clear boundaries.
  • Suggested modification: "Contractor assigns to Client all rights in work product created for Client. Contractor retains ownership of pre-existing IP but grants Client a non-exclusive, perpetual license to use such IP as necessary to utilize the work product."
  • Legal reasoning: This modification clarifies that the Contractor retains ownership of pre-existing IP while granting the Client a necessary license, balancing the parties' interests.

4. Clause 4: NON-COMPETE - "Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination."

  • Exploitation risk: High. A 24-month non-compete clause is restrictive and may limit the Contractor's ability to work in their field.
  • Suggested modification: "Contractor agrees not to provide similar services to direct competitors of Client for 6 months following termination. 'Direct competitors' shall be defined in a separate exhibit to this Agreement."
  • Legal reasoning: Narrowing the non-compete clause to "direct competitors" and reducing the duration to 6 months makes it more reasonable and less restrictive on the Contractor's future work opportunities.

5. Clause 5: TERMINATION - "Upon termination, Contractor must immediately deliver all work in progress without additional compensation."

  • Exploitation risk: Medium. This clause may require the Contractor to deliver work without full payment, potentially at a loss.
  • Suggested modification: "Upon termination, Contractor shall deliver all completed work and work in progress, and Client shall pay for all work completed or in progress at the agreed-upon hourly rate."
  • Legal reasoning: Ensuring the Contractor is paid for work done, even upon termination, is fair and reflects the value provided to the Client.

6. Clause 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."

  • Exploitation risk: High. Unlimited liability for consequential damages is unusually broad and potentially catastrophic for the Contractor.
  • Suggested modification: "Contractor's liability for damages arising from delivered software shall be limited to the total amount paid to Contractor under this Agreement. Consequential damages are excluded, except in cases of gross negligence or willful misconduct."
  • Legal reasoning: Capping liability at the total amount paid and excluding consequential damages (except in extreme cases) is a more balanced approach, reflecting the parties' relative bargaining positions and risk allocations.

7. Clause 7: INDEMNIFICATION - "Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault."

  • Exploitation risk: High. Indemnifying the Client "regardless of fault" is overly broad and could lead to unfair outcomes.
  • Suggested modification: "Contractor shall indemnify Client against claims arising from Contractor's negligence or breach of this Agreement. The indemnification obligation shall be limited to the total amount paid to Contractor under this Agreement."
  • Legal reasoning: Tying indemnification to the Contractor's negligence or breach and capping it at the total amount paid makes the obligation more reasonable and aligned with the Contractor's control over the work and potential risks.

8. Clause 8: CONFIDENTIALITY - "Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination."

  • Exploitation risk: Medium. A 5-year confidentiality period is lengthy and may restrict the Contractor's ability to discuss their work or use their experience.
  • Suggested modification: "Contractor shall not disclose Client's confidential information for 2 years after termination. The terms of this Agreement are not considered confidential."
  • Legal reasoning: Reducing the confidentiality period and excluding the Agreement's terms from confidentiality makes the clause more reasonable and allows the Contractor to discuss their experience and work.

9. Clause 9: DISPUTE RESOLUTION - "Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party."

  • Exploitation risk: Medium. While arbitration can be a fair dispute resolution method, specifying the Client's home jurisdiction and requiring the losing party to bear all costs may favor the Client.
  • Suggested modification: "Any disputes shall be resolved through binding arbitration in a neutral jurisdiction, with costs allocated by the arbitrator based on the relative merits of the parties' positions."
  • Legal reasoning: Choosing a neutral jurisdiction and allowing the arbitrator to allocate costs more fairly reflects the principles of fairness and impartiality.

By addressing these potentially exploitative clauses, the Contractor can negotiate a more balanced agreement that protects their interests while still providing the Client with necessary protections and assurances.

Adversarial Contract Review

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About Llama 4 Maverick

Capabilities

ConversationReasoningCode GenerationAnalysisPlanning

Categories

TextCodeMultimodalVision

Specifications

Provider
Meta
Released
2025-04-05
Size
XLARGE
Parameters
17B active (400B total)
Context
1,000,000 tokens

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