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© 2026 Rival
  1. Home
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  3. Grok 3 Beta
  4. Adversarial Contract Review

See how Grok 3 Beta compares on this challenge:

  • Grok 3 Beta vs Claude Sonnet 4.6
  • Grok 3 Beta vs Gemini 3.1 Pro Preview
  • Grok 3 Beta 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 Grok 3 Beta

Adversarial Contract Review

Grok 3 Beta's response to the 'Adversarial Contract Review' challenge.

Grok 3 Beta
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.

Grok 3 Beta
Response

grok-3-beta logo
Grok 3 BetaAdversarial Contract Review
grok-3-beta logo
Grok 3 Beta

This Software Consulting Agreement contains several clauses that are heavily biased in favor of the Client (TechCorp Solutions Inc.) and could be exploited to the detriment of the Contractor. Below, I will identify each problematic clause, suggest specific modifications to create a more balanced agreement, and provide legal reasoning for the concerns and proposed changes. Note that while I am providing general legal reasoning, I am not a licensed attorney, and the Contractor should consult with legal counsel in their jurisdiction to ensure compliance with local laws and regulations.


1. SCOPE

Issue: The clause states, "Client reserves the right to modify the scope at any time without additional compensation." This grants the Client unilateral power to change the project scope, potentially increasing the Contractor’s workload without adjusting payment or timelines. This could lead to "scope creep" without recourse for the Contractor.

Suggested Modification:
"Client may request modifications to the scope of work. Any changes to the scope must be mutually agreed upon in writing, including adjustments to compensation and timelines as necessary to reflect the revised scope."

Legal Reasoning: The original clause lacks mutuality, a key principle in contract law, which requires that both parties have obligations and benefits under the agreement. Without a mechanism for mutual agreement on scope changes, the Contractor could be forced into uncompensated work, potentially violating principles of fairness and good faith. The modification ensures that both parties must negotiate and agree on changes, protecting the Contractor from exploitation while allowing flexibility for the Client.


2. PAYMENT

Issue: The clause allows payment within 90 days of invoice receipt and permits the Client to withhold payment if deliverables are deemed "unsatisfactory" at the Client’s sole discretion. A 90-day payment term is unusually long and could create cash flow issues for the Contractor. Additionally, the subjective "unsatisfactory" standard gives the Client excessive power to withhold payment without objective criteria or dispute resolution.

Suggested Modification:
"Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 30 days of invoice receipt. If Client deems deliverables unsatisfactory, Client must provide written notice detailing specific deficiencies within 10 days of delivery. Payment may be withheld only for the disputed portion, and the parties shall negotiate in good faith to resolve the issue. If no resolution is reached within 30 days, the dispute shall be subject to the Dispute Resolution clause."

Legal Reasoning: A 90-day payment term may be considered unreasonable under certain jurisdictions’ prompt payment laws (e.g., in the U.S., some states have laws requiring payment within 30-45 days for contractors). Reducing it to 30 days aligns with standard business practices. Additionally, allowing unilateral withholding of payment based on subjective criteria violates principles of fairness and could be construed as a breach of good faith. The modification introduces objective criteria (written notice of deficiencies) and a dispute resolution mechanism, protecting the Contractor from arbitrary non-payment while giving the Client a way to address legitimate concerns.


3. INTELLECTUAL PROPERTY

Issue: The clause assigns all work product, including tools, libraries, or methodologies developed during the engagement, exclusively to the Client "in perpetuity," even if created using the Contractor’s pre-existing intellectual property (IP). This could strip the Contractor of rights to their own tools or innovations, limiting their ability to use them in future projects.

Suggested Modification:
"All work product created specifically for Client under this Agreement shall be the exclusive property of Client upon full payment for such work. Contractor retains ownership of any pre-existing IP, tools, libraries, or methodologies, and grants Client a non-exclusive, royalty-free license to use such pre-existing IP solely for the purposes of this Agreement. Any new IP developed by Contractor during the engagement that is not specific to Client’s project shall remain the property of Contractor."

Legal Reasoning: The original clause overreaches by claiming ownership of pre-existing IP and tools, which may not be legally enforceable if the Contractor can demonstrate prior ownership. Additionally, assigning perpetual ownership of all work without distinguishing between project-specific deliverables and general tools could be deemed unconscionable or inequitable. The modification balances the Client’s need to own project-specific deliverables with the Contractor’s right to retain pre-existing or non-specific IP, aligning with standard IP law principles (e.g., under U.S. copyright law, ownership transfers must be explicit and limited to agreed-upon works).


4. NON-COMPETE

Issue: The non-compete clause prohibits the Contractor from providing similar services to any company in the same industry as the Client for 24 months after termination. This is overly broad in scope, duration, and geographic reach, potentially preventing the Contractor from earning a livelihood in their field.

Suggested Modification:
"Contractor agrees not to provide services to direct competitors of Client, as identified in writing by Client at the start of this Agreement, for a period of 6 months following termination, within a 50-mile radius of Client’s primary place of business. This restriction shall not apply if Client terminates the Agreement without cause."

Legal Reasoning: Non-compete clauses are subject to strict scrutiny in many jurisdictions (e.g., in the U.S., states like California largely prohibit them, while others require them to be reasonable in scope, duration, and geographic limitation). The original clause is likely unenforceable due to its breadth and duration, as it could be seen as an unreasonable restraint on trade. The modification narrows the scope to specific competitors, reduces the duration to 6 months (a more reasonable timeframe), limits the geographic area, and protects the Contractor if the Client terminates without cause, aligning with legal standards for enforceability.


5. TERMINATION

Issue: The clause allows the Client to terminate the Agreement at any time without notice, while requiring the Contractor to provide 60 days’ written notice. Additionally, upon termination, the Contractor must deliver all work in progress without additional compensation. This is unbalanced and could result in uncompensated work if the Client terminates abruptly.

Suggested Modification:
"Either party may terminate this Agreement with 30 days’ written notice. Upon termination, Contractor shall deliver all completed work and work in progress for which Contractor has been compensated. Client shall pay Contractor for any work in progress at the agreed hourly rate, prorated based on the percentage of completion as mutually determined by the parties."

Legal Reasoning: The original clause lacks mutuality by imposing different termination obligations on the parties, which could be challenged as unfair. Additionally, requiring delivery of work in progress without compensation upon termination violates principles of quantum meruit (payment for work performed). The modification ensures equal notice periods and fair compensation for work performed, aligning with contract law principles of equity and good faith.


6. LIABILITY

Issue: The clause holds the Contractor liable for all bugs, security vulnerabilities, or system failures, including consequential damages, with no cap on liability. This exposes the Contractor to unlimited financial risk, which is disproportionate for a consulting engagement.

Suggested Modification:
"Contractor shall be liable for direct damages caused by gross negligence or willful misconduct in the performance of services under this Agreement. Liability for any claim shall be capped at the total fees paid to Contractor under this Agreement. Contractor shall not be liable for consequential, incidental, or indirect damages, including loss of profits or data, unless caused by intentional misconduct."

Legal Reasoning: Unlimited liability clauses, especially for consequential damages, are often deemed unreasonable in consulting contracts, as they expose the Contractor to risks beyond their control (e.g., Client’s misuse of software). Many jurisdictions allow parties to limit liability contractually, provided it does not violate public policy. The modification caps liability at fees paid (a common industry standard) and excludes consequential damages, balancing risk while holding the Contractor accountable for egregious errors.


7. INDEMNIFICATION

Issue: The clause requires the Contractor to indemnify the Client against all claims arising from the Contractor’s work, including third-party claims, "regardless of fault." This is overly broad and could hold the Contractor responsible for issues outside their control.

Suggested Modification:
"Contractor shall indemnify Client against claims arising directly from Contractor’s negligence or willful misconduct in performing services under this Agreement. Indemnification obligations shall not apply to claims resulting from Client’s actions, modifications to Contractor’s work, or use of deliverables outside the agreed scope."

Legal Reasoning: Indemnification clauses should be limited to fault-based claims to avoid imposing unreasonable burdens on one party. The original clause could force the Contractor to cover losses caused by the Client or third parties, which may not be enforceable under principles of equity. The modification ties indemnification to the Contractor’s negligence or misconduct and excludes issues caused by the Client, creating a fairer allocation of risk.


8. CONFIDENTIALITY

Issue: The clause prohibits the Contractor from disclosing any information about the engagement, including the terms of the Agreement, for 5 years after termination. While confidentiality is standard, the scope is overly broad (covering even the Agreement’s terms) and the duration may be excessive.

Suggested Modification:
"Contractor shall not disclose Client’s proprietary or confidential information, as designated in writing by Client, for a period of 2 years after termination, unless required by law or with Client’s written consent. This obligation does not apply to information that is publicly available or independently developed by Contractor."

Legal Reasoning: Confidentiality clauses must be reasonable in scope and duration to be enforceable. A 5-year term may be excessive for a consulting engagement, depending on the nature of the information. The modification reduces the duration to 2 years (a common standard) and clarifies that only designated confidential information is protected, excluding public or independently developed information, aligning with trade secret and contract law principles.


9. DISPUTE RESOLUTION

Issue: The clause mandates binding arbitration in the Client’s home jurisdiction, with costs borne by the losing party. This could disadvantage the Contractor if the Client’s jurisdiction is far from the Contractor’s location, increasing costs and logistical burdens. Additionally, "loser pays" provisions can deter the Contractor from pursuing legitimate claims due to financial risk.

Suggested Modification:
"Any disputes arising under this Agreement shall be resolved through binding arbitration in a neutral location mutually agreed upon by the parties, under the rules of the American Arbitration Association (or equivalent body). Each party shall bear its own costs, unless the arbitrator determines that one party acted in bad faith, in which case costs may be awarded."

Legal Reasoning: Arbitration clauses must be fair and accessible to both parties. Requiring arbitration in the Client’s jurisdiction could be seen as a procedural disadvantage to the Contractor, potentially violating principles of fairness. A "loser pays" provision may also be unenforceable in some jurisdictions if it disproportionately discourages legitimate claims. The modification ensures a neutral venue and equitable cost allocation, reducing barriers to dispute resolution.


Conclusion

The original Agreement contains multiple clauses that are one-sided and could be exploited to the Contractor’s detriment, including unlimited scope changes, delayed or withheld payments, broad IP assignment, restrictive non-compete terms, unbalanced termination rights, unlimited liability, overbroad indemnification, excessive confidentiality, and biased dispute resolution. The suggested modifications aim to create a more equitable contract by introducing mutuality, reasonable limitations, and fair risk allocation. These changes align with general principles of contract law, such as fairness, good faith, and reasonableness, though enforceability may vary by jurisdiction.

The Contractor should have this Agreement reviewed by a qualified attorney to ensure compliance with local laws (e.g., state-specific rules on non-competes or payment terms in the U.S.) and to negotiate terms that reflect the specific nature of the engagement. Additionally, the Contractor should document all communications, deliverables, and scope changes to protect against potential disputes.

Adversarial Contract Review

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About Grok 3 Beta

Capabilities

ConversationReasoningCode GenerationAnalysisData Extraction

Categories

TextCode

Specifications

Provider
Xai
Released
2025-04-09
Size
XLARGE
Parameters
Not disclosed
Context
131,072 tokens

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