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  1. Home
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  3. Gemini 2.5 Pro (I/O Edition)
  4. Adversarial Contract Review

See how Gemini 2.5 Pro (I/O Edition) compares on this challenge:

  • Gemini 2.5 Pro (I/O Edition) vs Claude Sonnet 4.6
  • Gemini 2.5 Pro (I/O Edition) vs Gemini 3.1 Pro Preview
  • Gemini 2.5 Pro (I/O Edition) 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 Gemini 2.5 Pro (I/O Edition)

Adversarial Contract Review

Gemini 2 5 Pro Preview 05 06's response to the 'Adversarial Contract Review' challenge.

Gemini 2.5 Pro (I/O Edition)
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.

Gemini 2.5 Pro (I/O Edition)
Response

gemini-2.5-pro-preview-05-06 logo
Gemini 2.5 Pro (I/O Edition)Adversarial Contract Review
gemini-2.5-pro-preview-05-06 logo
Gemini 2.5 Pro (I/O Edition)

Of course. This is an extremely one-sided contract that heavily favors the Client and exposes the Contractor to significant financial, legal, and professional risk. A contractor should not sign this agreement as written.

Here is a breakdown of the problematic clauses, specific modifications, and the legal and business reasoning behind the changes.


Disclaimer: I am an AI assistant and not a lawyer. This analysis is for informational purposes and does not constitute legal advice. You should always consult with a qualified attorney before signing any contract.

Analysis of Exploitable Clauses

1. SCOPE

  • Problem: The phrase "as directed by Client" combined with "Client reserves the right to modify the scope at any time without additional compensation" is a recipe for unlimited "scope creep." The Client could continuously add features or change direction, forcing the Contractor to perform an ever-increasing amount of work for the same hourly rate, with no ability to refuse or charge more.
  • Suggested Modification:

    "Contractor shall provide software development services as described in the attached Statement of Work (SOW), incorporated herein as Exhibit A. Any material changes to the SOW must be mutually agreed upon in writing through a Change Order. Each Change Order will detail the modifications to the scope, impact on the project timeline, and any adjustments to Contractor's compensation."

  • Reasoning: This introduces predictability and fairness.
    • Statement of Work (SOW): This defines the project, deliverables, and timeline, creating a clear baseline.
    • Change Order Process: This is a standard industry practice that ensures if the Client wants more work, they must negotiate the additional time and cost. It protects the Contractor from being forced to do free work.

2. PAYMENT

  • Problem: This clause has two major issues. First, a 90-day payment term is excessively long and harmful to a contractor's cash flow (industry standard is 15-30 days). Second, allowing the Client to withhold payment based on a subjective "unsatisfactory" standard at their "sole discretion" gives them a unilateral right to refuse payment for any reason, even if the work was completed as requested.
  • Suggested Modification:

    "Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 30 days (Net 30) of invoice receipt. Invoices unpaid after 30 days shall accrue interest at a rate of 1.5% per month. Client may only withhold payment for a specific deliverable if it does not meet the pre-defined acceptance criteria outlined in the SOW. Contractor shall be given a reasonable opportunity to cure any such defects."

  • Reasoning:
    • Net 30: Aligns with industry standards and ensures the Contractor can manage their finances. The late payment interest clause incentivizes timely payment.
    • Objective Criteria: Tying satisfaction to pre-agreed "acceptance criteria" removes subjectivity. If the software does what the SOW says it should do, the Client must pay. It transforms an arbitrary decision into a verifiable checklist.

3. INTELLECTUAL PROPERTY

  • Problem: This is a massive overreach. The clause "including any work created using Contractor's pre-existing IP" means that if the Contractor uses any of their own proprietary tools, code libraries, or frameworks to build the Client's software, the Client then owns those valuable tools. This would destroy the Contractor's business over time.
  • Suggested Modification:

    "Client Property: All custom work product created by Contractor specifically for Client under this Agreement ("Deliverables") shall be the property of the Client upon full and final payment for such Deliverables. Contractor Property: Contractor shall retain ownership of all of its pre-existing intellectual property, including all tools, methodologies, libraries, and code developed outside of this Agreement ("Contractor IP"). License: To the extent any Contractor IP is incorporated into the Deliverables, Contractor grants Client a perpetual, non-exclusive, royalty-free, worldwide license to use such Contractor IP solely as part of the Deliverables."

  • Reasoning: This is the standard, fair way to handle IP in consulting. The Client owns what they paid for (the custom final product), but the Contractor retains ownership of their tools and reusable assets. The "license" allows the Client to use the final product without issue, while protecting the Contractor's core assets.

4. NON-COMPETE

  • Problem: This clause is overly broad in both duration (24 months) and scope ("any company in the same industry"). For a specialized developer, this could be an illegal restraint of trade that prevents them from earning a living. Courts often strike down non-competes that are not narrowly tailored to protect a legitimate business interest.
  • Suggested Modification:

    "For a period of 12 months following termination, Contractor agrees not to solicit or perform services for the following list of Client's direct competitors: [List 3-5 specific company names]. This restriction does not prevent Contractor from working for other companies in the broader software industry. A Non-Solicitation clause is often a better alternative: 'For 12 months following termination, Contractor agrees not to solicit Client's employees or customers with whom Contractor had direct contact during this engagement.'"

  • Reasoning:
    • Narrowly Tailored: A reasonable non-compete must be limited in time, geography, and scope. Naming specific competitors is far more enforceable than a vague "industry" ban.
    • Protecting Legitimate Interests: The Client's real interest is in preventing the Contractor from immediately taking trade secrets to a direct rival. A 12-month period and a specific list of companies achieves this without putting the Contractor out of business. A non-solicitation clause is even fairer, as it protects the Client's relationships without restricting the Contractor's work.

5. TERMINATION

  • Problem: The termination rights are completely asymmetrical. The Client can terminate without notice, but the Contractor is locked in for 60 days. The worst part is the mandate to "deliver all work in progress without additional compensation," which means the Client can terminate the day before an invoice is due and demand all completed work for free.
  • Suggested Modification:

    "Termination for Convenience: Either party may terminate this agreement for any reason upon 30 days written notice to the other party. Termination for Cause: Either party may terminate this agreement immediately if the other party is in material breach and fails to cure such breach within 15 days of receiving written notice. Payment upon Termination: In the event of any termination, Client shall pay Contractor for all work performed and expenses incurred up to the effective date of termination."

  • Reasoning: This creates symmetry and fairness. Both parties have a reasonable exit path. Most importantly, the "Payment upon Termination" clause ensures the Contractor is compensated for every hour they have worked, which is the fundamental principle of a service agreement.

6. LIABILITY

  • Problem: This is the most dangerous clause in the entire contract. "Contractor assumes all liability... including consequential damages, with no cap" means a single bug could lead to a lawsuit that bankrupts the Contractor. For example, if a bug causes the Client to lose a multi-million dollar sale (a "consequential damage"), the Contractor would be on the hook for the entire amount. This level of risk is uninsurable and commercially unacceptable.
  • Suggested Modification:

    "Contractor's total liability to Client for any and all claims, losses, or damages arising out of this Agreement shall not exceed the total amount of fees paid by Client to Contractor under this Agreement. In no event shall either party be liable for any indirect, incidental, special, or consequential damages, including lost profits or lost data, even if advised of the possibility of such damages."

  • Reasoning:
    • Proportional Risk: This caps the Contractor's liability at the amount of money they stand to make from the contract. The risk is now proportional to the reward. This is a standard and critical clause in all software and professional services agreements.
    • Exclusion of Consequential Damages: This is also a standard provision. It protects both parties from unpredictable and potentially limitless damages that are not a direct result of the breach.

7. INDEMNIFICATION

  • Problem: The phrase "regardless of fault" is grossly unfair. It means the Contractor would have to pay for legal claims against the Client even if the Client caused the issue (e.g., the Client provided infringing third-party material for the Contractor to use).
  • Suggested Modification:

    "Mutual Indemnification: Contractor shall indemnify and hold harmless Client against any third-party claim arising from Contractor's gross negligence, willful misconduct, or infringement of a third party's intellectual property rights. Client shall indemnify and hold harmless Contractor against any third-party claim arising from Client's gross negligence, willful misconduct, or materials provided by Client that infringe a third party's intellectual property rights."

  • Reasoning: This makes each party responsible for its own actions. If the Contractor causes a problem, they are responsible. If the Client causes a problem, they are responsible. This is fair, standard, and known as "mutual indemnification."

8. CONFIDENTIALITY

  • Problem: As written, this prevents the Contractor from ever mentioning they worked for TechCorp or describing the project in their portfolio, which is essential for securing future work.
  • Suggested Modification:

    "Contractor shall not disclose Client's Confidential Information (as defined herein) for 5 years. However, Contractor may disclose the existence of this engagement, identify Client as a customer in its marketing materials (including on its website and in its portfolio), and provide a general, non-confidential description of the services performed."

  • Reasoning: This strikes a balance. It protects the Client's legitimate secrets (e.g., source code, business strategy) while allowing the Contractor to use the project to build their professional reputation, which is a non-negotiable need for any consultant.

9. DISPUTE RESOLUTION

  • Problem: Forcing arbitration in the Client's home jurisdiction can be prohibitively expensive and inconvenient for a contractor located elsewhere. The "loser pays" rule can scare a contractor with a valid claim from pursuing it, for fear of being saddled with the Client's (likely much higher) legal fees.
  • Suggested Modification:

    "Any disputes shall first be subject to good-faith negotiation between the parties. If unresolved, the dispute shall be submitted to non-binding mediation. If mediation fails, the dispute shall be resolved through binding arbitration in a mutually agreed-upon neutral location, or via remote proceedings. Each party shall bear its own costs and attorney's fees associated with the arbitration."

  • Reasoning:
    • Tiered Approach: Negotiation and mediation can resolve disputes far more cheaply and quickly than arbitration.
    • Neutral Venue: A neutral or remote venue removes the "home field advantage" and reduces travel costs.
    • Bearing Own Costs: This is the "American Rule" and is standard. It ensures that a party with a legitimate claim is not intimidated into silence by the threat of paying the other side's legal bills.
Adversarial Contract Review

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About Gemini 2.5 Pro (I/O Edition)

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCodeMultimodal

Specifications

Provider
Google
Released
2025-05-06
Size
XLARGE
Parameters
Not disclosed

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