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  1. Home
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  3. DeepSeek V3.2 Exp
  4. Adversarial Contract Review

See how DeepSeek V3.2 Exp compares on this challenge:

  • DeepSeek V3.2 Exp vs Claude Sonnet 4.6
  • DeepSeek V3.2 Exp vs Gemini 3.1 Pro Preview
  • DeepSeek V3.2 Exp 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 DeepSeek V3.2 Exp

Adversarial Contract Review

Deepseek V3 2 Exp's response to the 'Adversarial Contract Review' challenge.

DeepSeek V3.2 Exp
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.

DeepSeek V3.2 Exp
Response

deepseek-v3.2-exp logo
DeepSeek V3.2 ExpAdversarial Contract Review
deepseek-v3.2-exp logo
DeepSeek V3.2 Exp

This contract is heavily one-sided and contains numerous clauses that pose significant legal and financial risks to the Contractor. Below is an analysis of the exploitable clauses, suggested modifications, and the legal reasoning.

Clauses That Could Be Exploited & Recommended Modifications

1. Scope (Clause 1)

  • Exploitation Risk: The clause allows the Client to unilaterally and infinitely expand the scope of work ("as directed") without any adjustment to compensation, timeline, or resources. This turns a fixed-rate agreement into an open-ended, potentially unlimited obligation.
  • Suggested Modification:

    "Contractor shall provide software development services as detailed in mutually agreed Statements of Work (SOWs), attached as exhibits to this Agreement. Any material change to the scope of an SOW requires a written change order signed by both parties, which shall specify adjustments to the fee, schedule, and/or deliverables."

  • Legal Reasoning: A contract requires a "meeting of the minds" on essential terms. This clause voids that principle by granting one party unlimited discretion to alter the fundamental bargain. Modifications should be bilateral to prevent "scope creep" and ensure compensation aligns with work.

2. Payment (Clause 2)

  • Exploitation Risk: Two major issues: 1) A 90-day payment term is excessively long for a contractor and creates severe cash flow problems. 2) Payment can be withheld based on the Client's sole discretion with a vague "unsatisfactory" standard, effectively allowing the Client to avoid payment arbitrarily.
  • Suggested Modification:

    "Contractor shall invoice Client monthly. Client shall pay undisputed amounts within 30 days of invoice receipt. If Client deems any deliverable unsatisfactory, Client shall provide Contractor with written, detailed notice of the deficiencies within 10 business days of receipt. Contractor shall have a reasonable opportunity to cure. Payment for disputed portions may be withheld only pending cure or resolution."

  • Legal Reasoning: Good faith and fair dealing are implied in contracts. "Sole discretion" coupled with a subjective standard can be challenged as a violation of this duty. Clear payment terms and objective criteria for acceptance are standard commercial practices to ensure fairness.

3. Intellectual Property (Clause 3)

  • Exploitation Risk: This is an extreme "IP grab." It claims ownership not only of project-specific deliverables but also of the Contractor's pre-existing tools, libraries, and methodologies (their "background IP"). This could cripple the Contractor's ability to work for others.
  • Suggested Modification:

    "All deliverables specifically created for and paid by Client under this Agreement ("Work Product") shall be assigned to Client. Contractor retains all right, title, and interest in its pre-existing intellectual property, tools, libraries, and methodologies ("Background IP"). Contractor grants Client a perpetual, royalty-free license to use any Background IP incorporated into the Work Product solely for the purpose of using the Work Product."

  • Legal Reasoning: A contractor cannot assign what they do not own. Attempting to claim pre-existing IP may be unenforceable but would lead to costly litigation. The "license-back" approach is standard and protects both parties' legitimate interests.

4. Non-Compete (Clause 4)

  • Exploitation Risk: A 24-month ban in the entire industry is almost certainly overbroad and unenforceable in many jurisdictions. It could prevent the Contractor from earning a livelihood.
  • Suggested Modification:

    "During the term of this Agreement and for 6 months thereafter, Contractor shall not provide the same or substantially similar services to any directly competing business of Client with whom Contractor had material contact during the engagement, as identified in a schedule."

  • Legal Reasoning: Non-competes are strictly construed against the drafting party. To be enforceable, they must be reasonable in duration, geographic scope, and the specific activities restricted, and must protect a legitimate business interest (like trade secrets), not merely prevent competition.

5. Termination (Clause 5)

  • Exploitation Risk: The termination rights are grossly asymmetrical. The Client can terminate immediately without cause, while the Contractor is locked in for 60 days. Furthermore, requiring delivery of all work without compensation is effectively a demand for free work.
  • Suggested Modification:

    "Either party may terminate this Agreement for any reason upon 30 days written notice. Upon termination, Client shall pay Contractor for all hours worked and expenses incurred up to the termination date, and for any non-cancelable commitments. For termination without cause by Client, Client shall also pay Contractor for any accepted but unpaid milestones completed."

  • Legal Reasoning: Unconscionability is a defense against enforcing contract terms that are overwhelmingly one-sided. This clause may be deemed unconscionable. Fair termination clauses provide reasonable notice and ensure payment for work performed.

6. Liability & Indemnification (Clauses 6 & 7)

  • Exploitation Risk: This is the most dangerous part of the contract. It imposes uncapped, unlimited liability on the Contractor, including for consequential damages (e.g., lost profits, business interruption) and third-party claims "regardless of fault." This exposes the Contractor to financial ruin far beyond the contract's value.
  • Suggested Modification:

    "In no event shall either party be liable to the other for any indirect, incidental, consequential, special, or punitive damages. Contractor's total aggregate liability arising from this Agreement shall not exceed the total fees paid by Client to Contractor under this Agreement in the 12 months prior to the claim. Contractor's indemnification obligations shall apply only to claims caused by the gross negligence or willful misconduct of Contractor."

  • Legal Reasoning: Limitation of liability is a fundamental risk-allocation tool in services contracts. Professionals are not insurers. An uncapped liability clause, especially for consequential damages, is commercially unreasonable and would likely be uninsurable. Indemnity should be tied to negligence, not strict liability.

7. Confidentiality (Clause 8)

  • Exploitation Risk: Prohibiting disclosure of "the terms of this agreement" is unusual and potentially harmful, as it prevents the Contractor from seeking legal or professional advice about the contract itself.
  • Suggested Modification:

    "Contractor shall keep confidential Client's business and technical information disclosed during the engagement. This confidentiality obligation shall not apply to the existence or general nature of this engagement, nor shall it prevent Contractor from disclosing the terms of this Agreement to its attorneys, accountants, or financial advisors under a duty of confidentiality."

  • Legal Reasoning: Overly broad confidentiality terms can be unenforceable as restraints on trade or professional consultation. The proposed carve-outs are standard and necessary.

8. Dispute Resolution (Clause 9)

  • Exploitation Risk: Mandatory binding arbitration in the Client's home jurisdiction imposes prohibitive travel costs on the Contractor. The "loser-pays" (American Rule) provision further discourages the Contractor from pursuing valid claims for fear of catastrophic cost liability.
  • Suggested Modification:

    "Any disputes shall be resolved through binding arbitration administered by [e.g., JAMS or AAA] under its commercial rules. The arbitration shall be held in a mutually agreed neutral location, or if no agreement, in [Contractor's city/state]. Each party shall bear its own attorneys' fees and costs, unless the arbitrator awards fees to the prevailing party under a statutory provision."

  • Legal Reasoning: A neutral forum is essential for fair dispute resolution. The default rule in the U.S. is that each party pays its own fees; shifting this burden creates a significant barrier to justice for the party with less resources (the Contractor).

Summary & Strong Recommendation

This contract, as written, is unacceptably risky for any Contractor to sign. It is designed to give the Client maximum control with minimal obligation, while placing near-infinite liability and severe restrictions on the Contractor.

Action Item: The Contractor should not sign this agreement. They should propose a redlined version with the modifications above, or be prepared to walk away. It is highly advisable to have the final version reviewed by an attorney specializing in technology contracts before execution. A fair contract protects both parties and enables a successful working relationship.

Adversarial Contract Review

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About DeepSeek V3.2 Exp

Capabilities

ConversationReasoningCode GenerationAnalysis

Categories

TextCode

Specifications

Provider
Deepseek
Released
2025-09-29
Size
LARGE
Context
163,840 tokens

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