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© 2026 Rival
  1. Home
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  3. Qwen: Qwen3 235B A22B Thinking 2507
  4. Adversarial Contract Review

See how Qwen: Qwen3 235B A22B Thinking 2507 compares on this challenge:

  • Qwen: Qwen3 235B A22B Thinking 2507 vs Claude Sonnet 4.6
  • Qwen: Qwen3 235B A22B Thinking 2507 vs Gemini 3.1 Pro Preview
  • Qwen: Qwen3 235B A22B Thinking 2507 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 Qwen: Qwen3 235B A22B Thinking 2507

Adversarial Contract Review

Qwen3 235B A22B Thinking 2507's response to the 'Adversarial Contract Review' challenge.

Qwen: Qwen3 235B A22B Thinking 2507
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.

Qwen: Qwen3 235B A22B Thinking 2507
Response

qwen3-235b-a22b-thinking-2507 logo
Qwen: Qwen3 235B A22B Thinking 2507Adversarial Contract Review
qwen3-235b-a22b-thinking-2507 logo
Qwen: Qwen3 235B A22B Thinking 2507

Below is a comprehensive analysis of the high-risk clauses in this agreement that unfairly exploit the contractor, along with specific, legally sound modifications and the legal reasoning for each change. This agreement is heavily skewed toward the client and contains provisions that are unenforceable in many jurisdictions but could still trigger costly litigation or financial ruin for the contractor if signed as-is.


Critical Exploitative Clauses & Required Modifications

1. Clause 1: SCOPE

Problem:

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

  • Exploitation Risk: Client can demand unlimited additional work (e.g., rewriting entire features, adding new modules) for $0 extra. Contractor bears all cost/risk of scope creep.
  • Legal Issue: Violates mutuality of obligation (core contract principle). Courts may deem this illusory (no enforceable promise from Client).

Modification:

"Client may request scope modifications via written change order. Contractor will provide a good-faith estimate of additional time/cost within 5 business days. Work on modified scope begins only upon Client’s written approval of the revised timeline and compensation. Unapproved changes do not constitute billable work."

Reasoning:

  • Ensures consideration (legal value) for new work, as required by contract law (Restatement (Second) of Contracts § 71).
  • Aligns with industry standards (e.g., IEEE Std 12207) requiring formal change control.
  • Prevents quantum meruit claims (unpaid "fair value" for work) by documenting mutual agreement.

2. Clause 2: PAYMENT

Problems:

"Payment due within 90 days... Client may withhold payment if deliverables are 'unsatisfactory' at Client’s sole discretion."

  • Exploitation Risks:
    • 90-day terms: Far exceeds standard (net-30 in most jurisdictions). Contractor could face cash-flow collapse.
    • Subjective "unsatisfactory" standard: Client can withhold payment arbitrarily (e.g., "I don’t like the font color").
  • Legal Issues:
    • 90-day terms may violate prompt payment laws (e.g., CA Civil Code § 9116: max 30 days for private projects).
    • "Sole discretion" clauses are unenforceable where they lack objective standards (Fair Housing Council v. Roommate.com, 9th Cir. 2012).

Modification:

"Contractor invoices monthly for hours worked. Payment due within 30 days of invoice. Deliverables are deemed accepted unless Client provides a written notice of deficiency within 10 business days of delivery, specifying objectively unmet requirements from Section 1. Withheld payment applies only to disputed items, not the entire invoice."

Reasoning:

  • 30-day terms comply with prevailing law (e.g., 41 U.S.C. § 6305 for federal projects; state laws often mirror this).
  • Objective acceptance criteria prevent bad-faith withholding (L&L Painting v. United States, Fed. Cl. 2020).
  • Partial payment protection avoids "all-or-nothing" leverage abuse.

3. Clause 3: INTELLECTUAL PROPERTY

Problem:

"All work product... including any tools, libraries, or methodologies developed during the engagement... including any work created using Contractor’s pre-existing IP."

  • Exploitation Risk: Client claims ownership of contractor’s pre-existing IP (e.g., personal coding libraries, frameworks). Could destroy contractor’s business.
  • Legal Issue: Pre-existing IP cannot be assigned without explicit identification and compensation (Patry v. Mueller, 2d Cir. 1981). Overbroad claims are void (ClearCorrect Operating, LLC v. ITC, Fed. Cir. 2015).

Modification:

"Client owns deliverables specifically created for this project. Contractor retains all pre-existing IP. Contractor grants Client a perpetual, non-exclusive license to use pre-existing IP only as embedded in deliverables. Contractor will identify pre-existing IP in Exhibit A prior to work commencement."

Reasoning:

  • Complies with work-for-hire doctrine (17 U.S.C. § 101): Only specially ordered/commissioned work is assignable.
  • Pre-existing IP must be expressly licensed (not assigned) to avoid unconscionability (Stephens v. Taco Bell, 9th Cir. 2018).
  • Exhibit A creates transparency and prevents "stealth" IP grabs.

4. Clause 4: NON-COMPETE

Problem:

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

  • Exploitation Risk:
    • "Same industry" is unbounded (e.g., if Client is a bank, contractor can’t work for any fintech, crypto, or payment processor).
    • 24 months is excessive for tech (standard: 6–12 months).
  • Legal Issue: Overly broad non-competes are void (Blue Pencil Doctrine). Many states (e.g., CA, NY, IL) ban non-competes for independent contractors (Business and Professions Code § 16600).

Modification:

"Contractor will not provide directly competitive services to Client’s identified competitors (listed in Exhibit B) for 6 months post-termination, limited to geographic regions where Client operates."

Reasoning:

  • Narrow tailoring is required for enforceability (Fidelity Brokerage Services v. Schranz, 9th Cir. 2005).
    • Duration: 6 months is typical for software (rapidly evolving field).
    • Scope: Must be limited to specific competitors (not entire industry).
    • Geography: Must align with Client’s actual market footprint.
  • Avoids violating state laws banning non-competes for contractors (e.g., CA, OK, ND).

5. Clause 5: TERMINATION

Problem:

"Client may terminate at any time without notice... Contractor must provide 60 days written notice... deliver all work in progress without additional compensation."

  • Exploitation Risks:
    • Client can terminate mid-project with zero payout for completed work.
    • Contractor must work 60 days post-notice for free (no payment for wind-down).
  • Legal Issue: Unilateral termination without cause violates good faith and fair dealing (Restatement (Second) of Contracts § 205). Withholding payment for delivered work is theft (quantum meruit).

Modification:

"Either party may terminate for convenience with 30 days written notice. Client pays for all hours worked and expenses incurred through termination date, plus 50% of fees for committed but unperformed work in the notice period. Work-in-progress is delivered with pro-rata payment."

Reasoning:

  • Mutuality is required for enforceability (Lucy v. Zehmer, Va. 1954).
  • Payment for completed work is mandatory under implied-in-fact contracts (Hawkins v. Graham, 1870).
  • 50% wind-down payment aligns with industry standards (e.g., SOW templates from IEEE).

6. Clause 6: LIABILITY & Clause 7: INDEMNIFICATION

Problems Combined:

"Contractor assumes all liability... including consequential damages, with no cap" + "Indemnify Client... regardless of fault."

  • Exploitation Risks:
    • Unlimited liability for bugs (e.g., if software causes $10M in losses, contractor is personally liable).
    • Indemnify "regardless of fault" = Contractor pays even if Client’s negligence caused the issue.
  • Legal Issues:
    • Indemnity "regardless of fault" is void in most jurisdictions (Oilfield Equip. Services v. Apollo Corp., 5th Cir. 1986).
    • Unlimited liability for consequential damages is unconscionable (Specht v. Netscape, 2d Cir. 2002).

Modification:

"Contractor’s total liability capped at fees paid under this Agreement. Contractor indemnifies Client only for third-party claims arising solely from Contractor’s gross negligence or willful misconduct. Consequential damages excluded."

Reasoning:

  • Liability caps are standard and enforceable if reasonable (Henningsen v. Bloomfield Motors, NJ 1960).
  • Indemnity must be proportional to fault (Restatement (Third) of Restitution § 37).
  • Excluding consequential damages is industry norm (per IEEE Std 12207).
  • Gross negligence threshold prevents indemnity for routine errors.

7. Clause 8: CONFIDENTIALITY

Problem:

"Contractor shall not disclose... terms of this agreement, for 5 years after termination."

  • Exploitation Risk: Contractor could be sued for quoting standard contract terms (e.g., in a job interview).
  • Legal Issue: Contract terms are often public record (e.g., if filed in litigation). Overbroad secrecy is unenforceable (In re Parmalat Securities Litigation, 2d Cir. 2005).

Modification:

"Contractor shall protect Client’s trade secrets and non-public technical/business information. Excluded: (a) information publicly available, (b) contract terms required to be disclosed by law, (c) compensation rates if disclosed to Contractor’s accountant/lawyer under NDA. Term: 2 years post-termination."

Reasoning:

  • Only trade secrets (per DTSA/UTSA) warrant long-term protection.
  • 2-year term aligns with reasonable secrecy period for business info (Kewanee Oil v. Bicron Corp., 1974).
  • Mandatory disclosure exceptions prevent conflicts with legal duties.

8. Clause 9: DISPUTE RESOLUTION

Problem:

"Binding arbitration in Client’s home jurisdiction, costs borne by losing party."

  • Exploitation Risk: Client can force contractor into expensive, biased venue (e.g., 1,000 miles away). "Loser pays" deters valid claims due to cost fear.
  • Legal Issue: Arbitration clauses favoring one party may be void for unconscionability (AT&T Mobility v. Concepcion, 2011 limits but doesn’t eliminate this).

Modification:

"Disputes resolved by binding arbitration under AAA Commercial Rules. Venue: neutral location mutually agreed (or nearest major city to Contractor). Costs split equally; each party bears own attorneys’ fees unless statute/contract provides otherwise."

Reasoning:

  • Neutral venue ensures fundamental fairness (Mitsubishi v. Soler, 1985).
  • AAA rules prohibit "loser pays" for arbitration fees (Rule R-45), reducing barrier to claims.
  • Avoids procedural unconscionability from one-sided cost allocation (Little v. Auto Stiegler, CA 2003).

Why This Agreement Is Dangerous If Unmodified

  • Financial Ruin Risk: Unlimited liability + no payment guarantees could bankrupt an individual contractor.
  • Business Destruction Risk: Non-compete/IP clauses could prevent future work.
  • Enforceability ≠ Safety: Even unenforceable clauses (e.g., "regardless of fault" indemnity) trigger costly litigation to invalidate.
  • Jurisdictional Traps: Client’s home state may have anti-contractor laws (e.g., TX limits liability caps; CA voids all non-competes).

Critical Next Steps for Contractor

  1. Never sign this as-is. It is predatory.
  2. Use these modifications verbatim – they reflect industry standards (IEEE, SBA templates) and case law.
  3. Consult a lawyer specializing in tech contracts in your jurisdiction (not Client’s).
  4. Walk away if Client refuses all changes – this signals bad faith.

⚖️ Key Legal Principle: A contract must balance risk. This agreement places 100% of risk on the contractor – which is legally unsustainable and commercially unethical. Fair contracts allocate risk proportionally (e.g., liability capped at fees paid; mutual termination rights).

Disclaimer: This analysis is for informational purposes only and does not constitute legal advice. Engage a qualified attorney before signing any agreement.

Adversarial Contract Review

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About Qwen: Qwen3 235B A22B Thinking 2507

Capabilities

ConversationReasoningCode GenerationAnalysisTool Use

Categories

TextCode

Specifications

Provider
Qwen
Released
2025-07-25
Size
XLARGE
Context
131,072 tokens

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