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  1. Home
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  4. Adversarial Contract Review

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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 Speciale

Adversarial Contract Review

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

DeepSeek V3.2 Speciale
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 Speciale
Response

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DeepSeek V3.2 SpecialeAdversarial Contract Review
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DeepSeek V3.2 Speciale

We need to analyze the contract from a contractor's perspective, identify clauses that are unfair, one-sided, or exploitable. Then suggest specific modifications and explain legal reasoning. The instructions: "Find all clauses that could be exploited against the contractor, suggest specific modifications, and explain the legal reasoning." So we need to list each problematic clause, explain why it's exploitable, propose modifications, and provide legal reasoning.

We must be thorough: likely many clauses are problematic: scope modifications without compensation, payment terms (90 days, withholding based on sole discretion), IP (including pre-existing IP), non-compete (broad, 24 months), termination (client can terminate without notice, contractor must give 60 days, immediate delivery without compensation), liability (unlimited liability for bugs, security vulnerabilities, system failures, consequential damages), indemnification (broad, regardless of fault), confidentiality (including terms of agreement), dispute resolution (binding arbitration in client's jurisdiction, costs borne by loser). Also maybe the entire contract is one-sided.

We need to suggest modifications to make it fairer, e.g., limit scope changes with additional compensation, define payment terms (net 30, define satisfactory criteria, limit withholding, etc.), IP: only assign work product specifically developed for client, exclude pre-existing IP, grant license if needed, non-compete: reasonable duration, scope, geographic, termination: mutual notice period, compensation for work done, liability: limit to amount paid, exclude consequential, indemnification: mutual or limit to negligence, confidentiality: reasonable exceptions, dispute resolution: neutral venue, split costs.

We need to explain legal reasoning: e.g., unconscionability, industry standards, fairness, enforceability concerns, etc.

We should produce a structured answer: maybe list each clause number, describe issue, propose modification, reasoning.

Let's go step by step.

First, read the contract carefully.

Clauses:

  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."

Issue: Client can change scope arbitrarily without paying extra. This could lead to scope creep, contractor forced to do extra work for free. Modification: require that any material changes to scope be agreed in writing and compensated accordingly. Or at least set a process for change orders with additional compensation. Legal reasoning: contracts should have mutuality; unilateral modification without consideration is unfair and may be unenforceable. Also standard practice: scope changes trigger change orders.

  1. Payment: "$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."

Issues: 90-day payment term is long; typical net 30. Withholding based on sole discretion is too broad, could be used to delay payment indefinitely. Need to define satisfactory criteria, acceptance process, dispute resolution. Also hourly rate: maybe okay but ensure it's clear. Modification: payment due within 30 days; define acceptance criteria and process; withholding only for material non-conformance, with written notice and opportunity to cure; if dispute, use mediation/arbitration. Legal reasoning: payment terms should be reasonable to avoid cash flow issues; withholding based on subjective standard is unconscionable; need objective criteria to prevent abuse.

  1. 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."

Issues: Claims ownership over pre-existing IP used in the work. Also claims ownership over tools, libraries, methodologies developed during engagement that may be generic. This is overly broad, could claim contractor's background IP. Also "in perpetuity" is fine but assignment should be limited to work product specifically created for client. Modification: Contractor retains ownership of pre-existing IP and any generic tools, libraries, methodologies developed independently; grant client a license to use pre-existing IP as necessary for the deliverables. Work product specifically developed for client is assigned. Also ensure that contractor can reuse skills and knowledge. Legal reasoning: contractors should not assign pre-existing IP; it's their property. Overly broad assignment may be unenforceable or against public policy. Also may hinder contractor's ability to work for others.

  1. Non-Compete: "Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination."

Issues: Broad restriction: "any company in the same industry" could be vast; 24 months is long; no geographic limitation; could effectively bar contractor from working. Modification: If non-compete is necessary, it should be reasonable in duration (e.g., 6-12 months), limited to specific competitors and geographic area, and narrowly tailored to protect legitimate business interests. Or remove entirely; use non-solicitation instead. Legal reasoning: Non-competes are disfavored; many jurisdictions require reasonableness; overly broad may be unenforceable; also may be considered restraint of trade.

  1. 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."

Issues: One-sided: client can terminate without notice, contractor must give 60 days. Contractor must deliver work in progress without additional compensation if terminated by client? Actually says: "Upon termination, Contractor must immediately deliver all work in progress without additional compensation." That seems to apply regardless of who terminates? But if client terminates without notice, contractor might not get paid for work done after last invoice? Actually the clause says "without additional compensation" meaning beyond what's already paid? But likely means that upon termination, contractor must deliver work in progress and not receive any payment for that work? That would be egregious. Probably they intend that upon termination, contractor must deliver whatever is done, but payment for hours worked up to termination should still be due. However, the phrase "without additional compensation" could be interpreted as no extra payment beyond what was already invoiced, meaning contractor forfeits payment for work in progress. That is highly unfair. Also client termination without notice could leave contractor without income abruptly. Modification: Mutual termination with notice (e.g., 30 days) or payment in lieu; upon termination, client pays for all work performed up to termination date; contractor delivers work product. Also clarify that contractor is entitled to payment for work done. Legal reasoning: One-sided termination clauses may be unconscionable; contractor should be compensated for work performed; standard practice is payment for services rendered.

  1. Liability: "Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability."

Issues: Unlimited liability for bugs, etc., including consequential damages. This is extremely risky for contractor; could be bankrupted by a single bug. Typically contracts limit liability to amount paid or a reasonable cap, and exclude consequential, indirect, punitive damages. Modification: Limit liability to the total fees paid under the agreement; exclude consequential, indirect, incidental damages; carve out exceptions for gross negligence/willful misconduct. Also define responsibility for bugs: provide warranty period, remedy to fix bugs, etc. Legal reasoning: Unlimited liability is commercially unreasonable and may be unenforceable as a penalty or unconscionable; contractors need to manage risk; standard industry practice is to limit liability.

  1. Indemnification: "Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault."

Issues: Indemnify regardless of fault means even if client is at fault, contractor must indemnify. That's overly broad. Also "all claims" includes claims that may be due to client's misuse or combination with other software. Typically indemnification is limited to claims arising from contractor's negligence, breach, IP infringement. Also should be mutual if client causes harm. Modification: Contractor indemnifies client for claims resulting from contractor's breach of contract, negligence, or IP infringement. Exclude indemnification for claims arising from client's actions or modifications. Also include duty to defend? Might be appropriate. But should be fair. Legal reasoning: Indemnification should be proportionate to responsibility; "regardless of fault" shifts all risk to contractor, which is unfair and may be unenforceable.

  1. Confidentiality: "Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination."

Issues: The confidentiality includes the terms of the agreement itself, which is unusual; often terms can be disclosed to advisors, accountants, or as required by law. Also 5 years is long but maybe okay. But prohibiting disclosure of "any information about this engagement" is overly broad; it could include the fact that they worked together, which might be necessary for contractor's portfolio. Modification: Define confidential information more narrowly; exclude information that is publicly known or independently developed; allow disclosure as required by law or to professional advisors; allow contractor to mention client in marketing materials with permission. Also duration should be reasonable (e.g., 3-5 years is common). But specifically the clause prohibits disclosure of terms of agreement, which might be too restrictive. Legal reasoning: Overly broad confidentiality can restrict contractor's ability to seek legal advice or use work experience; some terms may be unenforceable as against public policy; need to include standard exceptions.

  1. Dispute Resolution: "Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party."

Issues: Arbitration in client's home jurisdiction may be inconvenient for contractor; also cost allocation: loser pays all costs, which could be burdensome and discourage contractor from pursuing claims. Typically each party bears its own costs, or arbitration rules allocate fees. Also arbitration clause might be acceptable if fair. Modification: Arbitration in a neutral location, under rules like AAA, with costs shared equally or as per arbitrator's discretion; or allow litigation in mutual jurisdiction. Also ensure that arbitration is fair. Legal reasoning: One-sided arbitration clauses may be unconscionable; cost-shifting can deter legitimate claims; need mutuality.

Additionally, there might be missing clauses: Independent contractor status, insurance, etc. But we focus on exploitable clauses.

We should also note that the contract lacks a severability clause, etc., but not necessary.

Now, we need to produce answer: "Find all clauses that could be exploited against the contractor, suggest specific modifications, and explain the legal reasoning." So we can list each clause, describe exploitation potential, propose modification, and legal reasoning.

We should be thorough, but also concise. We'll produce a structured answer, maybe bullet points or numbered sections.

Let's draft.

First, introduction: The contract contains several one-sided provisions that expose the contractor to significant risk. Below is a clause-by-clause analysis.

Then for each clause:

Clause 1: Scope Modification

  • Exploit: Client can demand unlimited additional work without compensation.
  • Modification: Any change in scope must be agreed in writing and result in a mutually signed change order with appropriate adjustments to timeline and compensation.
  • Reasoning: Unilateral modification without consideration is unfair and may be unenforceable; industry standard requires change orders.

Clause 2: Payment Terms

  • Exploit: 90-day payment term is excessive, and client can withhold payment arbitrarily by deeming deliverables unsatisfactory at its sole discretion.
  • Modification: Payment due within 30 days of invoice. Define acceptance criteria and a process: client has X days to review, provide written notice of deficiencies, contractor has opportunity to cure. If dispute, use mediation/arbitration. Withholding only for material breach.
  • Reasoning: Long payment terms harm cash flow; subjective withholding creates risk of non-payment; need objective standards to ensure good faith.

Clause 3: Intellectual Property

  • Exploit: Claims ownership of contractor's pre-existing IP and generic tools/methodologies developed during engagement, which could impair contractor's future work.
  • Modification: Contractor retains ownership of pre-existing IP and any background technology. For any pre-existing IP incorporated, contractor grants client a non-exclusive, perpetual, royalty-free license. Work product specifically developed for client is assigned. Contractor may reuse skills, knowledge, and generic methods.
  • Reasoning: Overbroad IP assignment may be unenforceable; contractor should not be forced to give up pre-existing assets; standard practice limits assignment to work made for hire.

Clause 4: Non-Compete

  • Exploit: Broad prohibition: any company in same industry, 24 months, no geographic limit, effectively preventing contractor from earning a living.
  • Modification: If a non-compete is necessary, limit to 6-12 months, to specific competitors (named or those with which contractor had material involvement), and within a reasonable geographic area where client operates. Alternatively, replace with non-solicitation of clients and employees.
  • Reasoning: Non-competes must be reasonable to protect legitimate business interests; overly broad restrictions are often struck down; they must not unduly restrict contractor's ability to work.

Clause 5: Termination

  • Exploit: Client can terminate without notice, while contractor must give 60 days. Also "without additional compensation" could be interpreted to deny payment for work in progress upon termination.
  • Modification: Either party may terminate with 30 days written notice. Upon termination, client pays for all services performed up to termination date, including work in progress at a pro-rata basis. Contractor must deliver completed work and work in progress upon receipt of final payment.
  • Reasoning: One-sided termination is unconscionable; contractor must be compensated for work done; notice periods should be reciprocal.

Clause 6: Liability

  • Exploit: Unlimited liability for bugs, security vulnerabilities, system failures, including consequential damages, which could bankrupt contractor.
  • Modification: Contractor's total liability shall not exceed the total fees paid under this agreement. Exclude consequential, indirect, incidental, punitive damages. Provide a warranty period (e.g., 30 days) to correct defects.
  • Reasoning: Unlimited liability is commercially unreasonable; parties should allocate risk proportionate to fees; caps are standard in consulting agreements.

Clause 7: Indemnification

  • Exploit: Indemnify client for all claims regardless of fault, meaning contractor could be liable even if client is negligent.
  • Modification: Contractor indemnifies client only for claims arising from contractor's breach of contract, negligence, or infringement of third-party intellectual property rights. Exclude indemnification for claims arising from client's misuse, modifications, or combination with other products. Include duty to defend, subject to control.
  • Reasoning: Indemnification should be tied to fault; "regardless of fault" shifts all risk unfairly; such clauses may be unenforceable as against public policy.

Clause 8: Confidentiality

  • Exploit: Prohibits disclosure of any information about the engagement, including the terms of the agreement, which could prevent contractor from seeking legal advice, using the experience in portfolio, or disclosing as required by law.
  • Modification: Confidential information defined as non-public business information. Exclude information that is publicly known, independently developed, or required to be disclosed by law. Contractor may disclose terms to legal/financial advisors under confidentiality. Contractor may list client in marketing materials with consent.
  • Reasoning: Overly broad confidentiality can be unenforceable and restricts contractor's rights; standard agreements include reasonable exceptions.

Clause 9: Dispute Resolution

  • Exploit: Arbitration in client's home jurisdiction may be inconvenient; loser-pays costs may deter contractor from pursuing claims.
  • Modification: Arbitration in a neutral location (e.g., via AAA or JAMS) under rules that allocate costs equally or as per arbitrator's discretion. Alternatively, allow litigation in a mutually agreed jurisdiction.
  • Reasoning: One-sided forum selection and cost-shifting can be unconscionable; fairness requires neutral venue and reasonable cost allocation.

We might also note that some clauses may be unenforceable as a matter of law, but we want to modify to be fair and enforceable.

We should also mention that the contract lacks a statement of independent contractor status, which is important to avoid misclassification. But not directly exploitative? Possibly.

Also maybe note the "without additional compensation" in termination could be clarified.

We'll produce final answer accordingly.

Now, format: I'll use headings for each clause (e.g., "1. Scope Modification", etc.) with subheadings: Exploitation Risk, Suggested Modification, Legal Reasoning.

Let's write final answer.### Software Consulting Agreement – Clause Analysis and Recommendations

The following contract contains numerous one‑sided provisions that expose the contractor to excessive risk and potential exploitation. Each problematic clause is analyzed below, with specific modifications and the underlying legal reasoning.


1. Scope Modification

Exploitation Risk
“Client reserves the right to modify the scope at any time without additional compensation.”
The client can demand unlimited additional work without paying for it, leading to scope creep and uncompensated effort.

Suggested Modification
Any change to the scope of work must be mutually agreed upon in writing and documented in a signed change order that adjusts the timeline, compensation, and any other affected terms.

Legal Reasoning
Unilateral modification without additional consideration lacks mutuality and is potentially unenforceable. Industry standards require change orders to ensure both parties consent to material alterations, preserving fairness and preventing abuse.


2. Payment Terms

Exploitation Risk
“Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed ‘unsatisfactory’ at Client’s sole discretion.”
An excessively long payment term (90 days) harms cash flow, and the subjective “unsatisfactory” standard allows the client to withhold payment arbitrarily.

Suggested Modification

  • Payment due within 30 days of invoice.
  • Define clear acceptance criteria and a formal review process (e.g., client has 14 days to review, provide written notice of deficiencies, contractor has opportunity to cure).
  • Withholding permitted only for material breach and subject to an independent dispute resolution mechanism.

Legal Reasoning
Long payment terms are not commercially reasonable for a contractor. Subjective withholding clauses are prone to bad‑faith abuse; objective standards and cure periods are required to ensure good‑faith performance and avoid unconscionability.


3. Intellectual Property (IP)

Exploitation Risk
“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.”
The clause claims ownership of the contractor’s pre‑existing IP and generic tools/methodologies, impairing the contractor’s ability to reuse their own assets or work for others.

Suggested Modification

  • Contractor retains ownership of all pre‑existing IP and background technology.
  • For any pre‑existing IP incorporated into the deliverables, contractor grants the client a non‑exclusive, perpetual, royalty‑free license to use it solely in connection with the deliverables.
  • Only work product specifically created for the client under the agreement is assigned to the client.
  • Contractor may freely reuse skills, knowledge, and generic methods developed during the engagement.

Legal Reasoning
Overly broad IP assignments are often unenforceable and may violate public policy by requiring a contractor to give up assets they already own. Standard practice limits assignment to work made for hire and protects the contractor’s pre‑existing and independently developed IP.


4. Non‑Compete

Exploitation Risk
“Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination.”
The restriction is unlimited in geography, covers “any company in the same industry,” and lasts two years, effectively preventing the contractor from earning a living in their field.

Suggested Modification
If a non‑compete is absolutely necessary:

  • Duration limited to 6–12 months.
  • Restricted to specific competitors with whom the contractor had material involvement or to a reasonable geographic area where the client actually operates.
  • Alternatively, replace with a non‑solicitation clause (clients, employees, contractors) and a confidentiality obligation.

Legal Reasoning
Non‑compete clauses are strictly scrutinized and must be reasonable in time, scope, and geography to protect legitimate business interests. Overbroad restrictions are often struck down as unlawful restraints of trade and can render the entire clause unenforceable.


5. Termination

Exploitation Risk
“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.”
The one‑sided notice requirement (no notice for client, 60 days for contractor) and the phrase “without additional compensation” could be interpreted to deny payment for work performed but not yet invoiced, especially if the client terminates abruptly.

Suggested Modification

  • Either party may terminate with 30 days written notice.
  • Upon termination, the client shall pay the contractor for all services performed up to the termination date, including work in progress on a pro‑rata basis.
  • The contractor must deliver completed work and work in progress after receipt of final payment (or according to an agreed escrow mechanism).

Legal Reasoning
Termination clauses must be mutual to avoid unconscionability. A contractor is entitled to compensation for work already performed; denying such payment would be an unenforceable forfeiture. Reasonable notice periods allow both parties to plan for transition.


6. Liability

Exploitation Risk
“Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability.”
Unlimited liability for defects, especially including consequential damages, exposes the contractor to catastrophic financial risk far beyond the contract value.

Suggested Modification

  • Contractor’s total liability shall not exceed the total fees paid under this agreement.
  • Exclude consequential, indirect, incidental, and punitive damages.
  • Provide a limited warranty period (e.g., 30 days) during which the contractor will correct material defects at no additional cost.

Legal Reasoning
Unlimited liability clauses are commercially unreasonable and may be deemed unconscionable or a penalty. Risk should be proportionate to the compensation received; caps and exclusions are standard in consulting agreements to allocate risk fairly.


7. Indemnification

Exploitation Risk
“Contractor shall indemnify Client against all claims arising from Contractor’s work, including claims by third parties, regardless of fault.”
Indemnifying the client “regardless of fault” means the contractor could be held liable even when the client’s own negligence or misuse caused the harm.

Suggested Modification

  • Contractor indemnifies the client only for claims arising from:
    • Contractor’s breach of contract,
    • Contractor’s negligence or willful misconduct, or
    • Infringement of third‑party intellectual property rights by the deliverables.
  • Exclude indemnification for claims resulting from the client’s misuse, unauthorized modifications, or combination with other products.
  • Include a duty to defend, with the client providing prompt notice and cooperating in the defense.

Legal Reasoning
Indemnity should be tied to fault; a “regardless of fault” provision shifts all risk to the contractor and is likely unenforceable as against public policy. A balanced indemnity clause protects legitimate interests without imposing unfair burdens.


8. Confidentiality

Exploitation Risk
“Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination.”
Prohibiting disclosure of “any information” – even the existence of the engagement or the contract terms – prevents the contractor from seeking legal/financial advice, using the experience in a portfolio, or complying with legal requirements.

Suggested Modification

  • Define “Confidential Information” narrowly as non‑public business, technical, or financial information.
  • Exclude information that is:
    • already publicly known,
    • independently developed,
    • required to be disclosed by law (with prior notice where possible).
  • Permit disclosure to the contractor’s attorneys, accountants, and advisors under a duty of confidentiality.
  • Allow the contractor to list the client in marketing materials with prior written consent.

Legal Reasoning
Overly broad confidentiality obligations can be unenforceable and unduly restrict a contractor’s right to practice their profession. Standard agreements include reasonable exceptions to protect both parties’ legitimate interests.


9. Dispute Resolution

Exploitation Risk
“Any disputes shall be resolved through binding arbitration in Client’s home jurisdiction, with costs borne by the losing party.”
Arbitration in the client’s home jurisdiction may be inconvenient and costly for the contractor; the “loser pays all costs” provision can deter the contractor from pursuing legitimate claims.

Suggested Modification

  • Arbitration to be conducted in a neutral location (e.g., via AAA or JAMS) under rules that allocate costs equally or at the arbitrator’s discretion.
  • Alternatively, allow litigation in a mutually agreed jurisdiction.
  • If cost‑shifting is retained, it should be reciprocal and limited to situations where a party acts in bad faith.

Legal Reasoning
One‑sided forum selection and cost‑shifting clauses can be unconscionable and may be invalidated. Fair dispute resolution requires a neutral venue and a balanced allocation of expenses to ensure both parties have meaningful access to justice.


By revising the agreement as suggested, the contract becomes more balanced, reduces undue risk for the contractor, and aligns with industry standards and legal enforceability.

Adversarial Contract Review

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About DeepSeek V3.2 Speciale

Capabilities

ConversationReasoningCode GenerationAnalysisTool Use

Categories

TextCode

Specifications

Provider
Deepseek
Released
2025-12-01
Size
LARGE
Context
131,072 tokens

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