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© 2026 Rival
  1. Home
  2. Models
  3. Z.AI: GLM 4.6
  4. Adversarial Contract Review

See how Z.AI: GLM 4.6 compares on this challenge:

  • Z.AI: GLM 4.6 vs Claude Sonnet 4.6
  • Z.AI: GLM 4.6 vs Gemini 3.1 Pro Preview
  • Z.AI: GLM 4.6 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 Z.AI: GLM 4.6

Adversarial Contract Review

Glm 4 6's response to the 'Adversarial Contract Review' challenge.

Z.AI: GLM 4.6
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.

Z.AI: GLM 4.6
Response

glm-4.6 logo
Z.AI: GLM 4.6Adversarial Contract Review
glm-4.6 logo
Z.AI: GLM 4.6

Of course. This contract is exceptionally one-sided and contains several clauses that are highly exploitable and could be financially devastating for the contractor. Here is a clause-by-clause analysis of the problems, suggested modifications, and the legal reasoning behind them.


General Assessment

This agreement is a "client-friendly" template that shifts an unreasonable amount of risk and burden onto the contractor. A contractor who signs this would be agreeing to work for free, give away their own intellectual property, accept unlimited financial liability, and be severely restricted in their future career. No experienced consultant would agree to these terms as written.


Clause 1: SCOPE

Problem: This clause is dangerously vague and gives the client unlimited power to expand the workload without paying for it.

  • "as directed by Client" provides no boundary to the work.
  • "Client reserves the right to modify the scope at any time without additional compensation" is a "work for free" clause. The client could start with a small website feature and end up demanding a full-scale e-commerce platform for the same initial budget.

Suggested Modification: "1. SCOPE: Contractor shall provide software development services as more specifically described in Statement of Work #A, attached hereto and incorporated by reference. Any changes to the scope, services, or deliverables outlined in the Statement of Work must be mutually agreed upon by both parties and documented in a written Change Order, which will specify the revised scope, schedule, and any impact on fees."

Legal Reasoning: A contract requires a "meeting of the minds" on what is being exchanged. The original language is so indefinite that it fails this basic requirement, making it potentially unenforceable but leaving the contractor vulnerable in the meantime. The modification establishes a clear scope (the Statement of Work) and a fair, standard process for handling changes, ensuring the contractor is paid for any additional work. This is known as a "change control" process.


Clause 2: PAYMENT

Problem: This clause creates severe cash-flow problems and gives the client an easy excuse to never pay.

  • "Payment is due within 90 days" is an unusually long payment term that can cripple a small business's cash flow.
  • "Client may withhold payment if deliverables are deemed 'unsatisfactory' at Client's sole discretion" is a subjective loophole. What is "unsatisfactory"? The client could simply claim they don't like the color scheme to avoid paying for work that was performed correctly.

Suggested Modification: "2. PAYMENT: Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 30 days of invoice receipt. Deliverables shall be deemed accepted unless the Client provides written notice of specific deficiencies withing ten (10) business days of delivery. Payment shall not be withheld for subjective reasons. All undisputed invoices must be paid in full."

Legal Reasoning: 90-day terms are commercially unreasonable for professional services. The "unsatisfactory" language is unenforceably vague. Courts require an objective standard for acceptance. The modification introduces a reasonable payment term (Net 30), a clear and time-bound acceptance process, and ensures the contractor gets paid for work that meets the agreed-upon specifications, preventing subjective withholding.


Clause 3: INTELLECTUAL PROPERTY

Problem: This is an intellectual property land grab that could destroy the contractor's business.

  • "including any work created using Contractor's pre-existing IP" means the client is trying to take ownership of the contractor's own tools, code libraries, and methodologies that they use across all their projects.

Suggested Modification: "3. INTELLECTUAL PROPERTY: All work product and deliverables specifically created for this engagement shall be the exclusive property of Client upon final payment. Contractor retains all right, title, and interest in its pre-existing intellectual property, tools, and methodologies. Contractor grants Client a non-exclusive, royalty-free, perpetual license to use any of Contractor's pre-existing IP that is incorporated into the final deliverable, solely for the purpose of operating said deliverable."

Legal Reasoning: This is the most important IP distinction in a consulting contract. The client should own what they pay for (the "work product"), but not the contractor's underlying assets ("background IP"). The contractor’s pre-existing IP is their stock-in-trade; forcing them to surrender it for a single project is unconscionable and likely unenforceable, but the legal fight to prove it would be expensive. The modification protects the contractor's ability to work on future projects.


Clause 4: NON-COMPETE

Problem: This clause is overly broad and could prevent the contractor from earning a living.

  • "any company in the same industry as Client" is vast. If the client is a "SaaS company," the contractor would be barred from working with almost any modern tech company.
  • "24 months" is a long duration for such a broad restriction.
  • Many states (most notably California) do not enforce non-compete clauses at all, but the contractor would still have to spend money to fight it in court.

Suggested Modification: "4. NON-SOLICITATION: For a period of twelve (12) months following termination, Contractor agrees not to directly solicit for employment any employee of the Client. This clause shall not be construed to prohibit the Contractor from providing services to other clients or from engaging in their normal business activities."

Legal Reasoning: Non-compete clauses are disfavored in law because they restrain trade. They are only enforceable if they are reasonable in duration, geographic scope, and the type of restricted activity. The original clause is almost certainly unreasonable. The suggested modification replaces it with a far more common and reasonable "non-solicitation" clause, which simply protects the client from having its employees poached without unduly restricting the contractor's career.


Clause 5: TERMINATION

Problem: This clause is completely one-sided and allows the client to terminate without paying for work already done.

  • "Client may terminate this agreement at any time without notice" vs. "Contractor must provide 60 days written notice" is a massive imbalance of power.
  • "Contractor must immediately deliver all work in progress without additional compensation" is another "work for free" clause. The client could hire the contractor, let them work for 59 days, then fire them and owe nothing.

Suggested Modification: "5. TERMINATION: Either party may terminate this agreement for any reason with thirty (30) days written notice. Upon termination by the Client for convenience, Client shall be responsible for payment for all hours worked and deliverables accepted up to the effective date of termination, and a minimum payment equal to two (2) weeks of work at the agreed-upon rate. Upon termination, Contractor shall deliver all work completed to date."

Legal Reasoning: The original clause violates the principle of "quid pro quo" (something for something). The contractor performed work, so they must be paid for it. The modification creates a mutual "at-will" termination right, which is fair. Crucially, it adds a "kill fee" or payment for work-in-progress, ensuring the contractor is compensated for the client's decision to end the engagement prematurely.


Clause 6: LIABILITY

Problem: This is the most financially dangerous clause in the entire agreement.

  • "no cap on liability" means the contractor is personally on the hook for any and all damages, even if they are indirect or consequential. A single bug could theoretically lead to a lawsuit for millions of dollars, bankrupting the contractor.

Suggested Modification: "6. LIABILITY: The Contractor's total liability under this agreement shall not exceed the total fees paid to the Contractor under this agreement in the six (6) months preceding the claim. In no event shall either party be liable for any consequential, indirect, special, or punitive damages."

Legal Reasoning: Unlimited liability is completely disproportionate to the fees earned in a consulting engagement. It's an unfair allocation of risk. A liability cap is standard practice and essential for protecting a small business or individual contractor. The cap is typically tied to the value of the contract. Excluding liability for consequential damages (like lost profits) is also critical, as these are often far beyond the contractor's control and the value of their services.


Clause 7: INDEMNIFICATION

Problem: This clause forces the contractor to take responsibility for the client's own mistakes.

  • "regardless of fault" means if the client misuses the software and causes a problem, the contractor is still on the hook to defend them and pay damages.

Suggested Modification: "7. INDEMNIFICATION: Each party shall indemnify and hold the other harmless from any third-party claims, but only to the extent that such claim arises out of the indemnifying party's gross negligence, willful misconduct, or breach of this agreement. The obligations under this clause are limited by the liability cap in Clause 6."

Legal Reasoning: Indemnification should be a mutual obligation that covers one's own mistakes, not a blank check for the other party's errors. The modification narrows the scope to only cover acts of gross negligence or willful misconduct, which is a fair and standard approach. Tying it to the liability cap is also essential to prevent it from becoming a backdoor to unlimited liability.


Clause 9: DISPUTE RESOLUTION

Problem: This clause creates a "home-field" advantage for the client and increases the contractor's risk.

  • "in Client's home jurisdiction" means the contractor may have to travel across the country and hire local counsel for any dispute, creating a massive financial disincentive to assert their rights.
  • "with costs borne by the losing party" (a "loser pays" rule) can intimidate a contractor with a legitimate but smaller-value claim from pursuing it, for fear of being hit with the client's massive legal bills if they lose.

Suggested Modification: "9. DISPUTE RESOLUTION: Any disputes shall be resolved through binding arbitration under the rules of the American Arbitration Association. The arbitration shall take place in [Neutral City, e.g., Denver, CO], or another location mutually agreed upon by the parties. Each party shall bear their own attorney's fees and costs."

Legal Reasoning: A neutral forum is essential for a fair dispute resolution process. Removing the "loser pays" provision and reverting to the standard American rule (where each party pays their own costs) lowers the stakes and encourages good-faith negotiation, rather than using the threat of legal fees as a weapon.


Disclaimer: This analysis is for informational purposes only and does not constitute legal advice. The contractor must consult with a qualified attorney to review and negotiate any contract before signing.

Adversarial Contract Review

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About Z.AI: GLM 4.6

Capabilities

ConversationReasoningCode GenerationAnalysisTool Use

Categories

TextCode

Specifications

Provider
Zhipu
Released
2025-09-30
Size
XLARGE
Context
202,752 tokens

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