Pinagsasama ng AI ang mahahabang legal na dokumento
Binabago ng AI ang industriya ng batas sa pamamagitan ng mabilis na pagsasama-sama ng mga kontrata, batas ng kaso, at mahahabang mga file. Tinutuklas ng artikulong ito ang mga nangungunang AI na kasangkapan sa batas, ang kanilang mga benepisyo sa totoong mundo, mga limitasyon, at mga etikal na konsiderasyon—na idinisenyo para sa mga propesyonal, estudyante, at pangkalahatang mga gumagamit.
Ang mahahabang legal na dokumento – mga kontrata, opinyon ng korte, deposisyon, at mga file ng kaso – ay maaaring umabot ng dose-dosenang o kahit daan-daang pahina. Tradisyonal, ginugugol ng mga abogado at paralegal ang oras (o araw) sa pagsusuri ng mga tekstong ito para sa mahahalagang katotohanan at argumento. Ang Generative AI ay nag-aalok ngayon ng paraan upang paikliin ang kumplikadong ito. Ang mga makabagong AI na kasangkapan ay maaaring mag-scan at magbuod ng buong legal na dokumento sa loob ng ilang segundo. Halimbawa, maaaring mag-upload ang isang paralegal ng 50-pahinang lease sa isang AI system at agad na makatanggap ng mga pangunahing legal na punto, sa halip na gumugol ng isa hanggang dalawang oras sa manu-manong pagbabasa at pag-highlight. Pinapabilis nito ang pananaliksik at pinapalaya ang mga legal na koponan upang magtuon sa estratehiya sa halip na pagsusuri ng linya-sa-linya.
Paano Gumagana ang AI Summarization
Ang AI summarization ay umaasa sa Natural Language Processing (NLP) at machine learning. Gumagamit ang mga sistema ng dalawang pangunahing pamamaraan:
Extractive Summarization
Abstractive Summarization
Maraming legal-AI na produkto ang pinagsasama ang dalawang pamamaraan: una nilang kinukuha ang pinaka-nauugnay na mga seksyon mula sa isang malaking dokumento (o database ng mga dokumento) at pagkatapos ay pinapakain ang impormasyong iyon sa isang language model na gumagawa ng magkakaugnay na buod.
Mga Domain-Specific Legal Models
Ilang malalaking language model (LLMs) ang iniangkop partikular para sa batas:
- Legal LED (batay sa Longformer architectures) – Kayang hawakan ang hanggang 16,384 tokens, na nagpapahintulot sa pagproseso ng napakahabang mga dokumento. Sinanay sa libu-libong mga teksto ng paglilitis upang makabuo ng malinaw na mga buod ng mga legal na filing.
- Legal-BART – Isang open-source na modelo na pinino gamit ang mga legal na dataset upang makagawa ng maikling buod ng masalimuot na legal na wika.
- Retrieval-Augmented Generation (RAG) – Pinagsasama ang mabilis na text retriever (hal., BM25) sa LLM summarization upang mapabuti ang katumpakan at kaugnayan. Ipinapakita ng mga maagang pag-aaral na ang mga RAG-enhanced na modelo ay maaaring malampasan ang vanilla LLMs sa mga legal na benchmark.
Ang mga domain-specific na modelong ito ay mas mahusay na nakukuha ang terminolohiyang legal at istruktura kaysa sa mga pangkalahatang chatbot, na tinitiyak na ang mga buod ay sumasalamin sa mga nuwes ng legal na wika.
Mga Tampok na AI Tools para sa Pagsasama-sama ng Legal na Dokumento
A growing number of AI-powered tools now offer legal summarization features. Major legal tech firms have integrated AI assistants into their platforms. For example, Thomson Reuters’ CoCounsel and LexisNexis’ Protégé (Lexis+ AI) allow attorneys to upload documents for analysis. These platforms can summarize case law, briefs, and contracts on demand, highlight relevant clauses, and even generate question-and-answer reports. Lexis+ AI specifically offers “case law summarization” features that help lawyers quickly synthesize research results. Its latest Protégé assistant lets firms upload huge libraries of documents into an AI-powered “vault” where the AI can summarize, draft, and research across them. Besides big vendors, many startups and general AI apps serve law firms. Tools like:
Harvey AI
Application Information
| Developer | Counsel AI (Harvey) |
| Supported Platforms |
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| Language Support | 50+ languages including Arabic, Mandarin, and multi-language document processing |
| Pricing Model | Enterprise SaaS with custom pricing (no public free tier) |
Overview
Harvey AI is a legal-domain generative AI assistant purpose-built for law firms, in-house legal teams, and professional services. It streamlines legal research, contract review, drafting, and document summarization by combining secure cloud storage, retrieval-augmented generation, and fine-tuned legal models to help legal professionals save time, reduce risk, and improve accuracy.
How It Works
Harvey AI leverages large language models fine-tuned on legal datasets—including case law, statutes, and internal firm documents—to deliver specialized legal capabilities. Upload contracts, litigation briefs, or regulatory filings into Harvey's secure "Vault," then ask the assistant to summarize, analyze, or extract key clauses. The platform supports custom workflows for due diligence checklists and discovery tasks, with grounded legal research and citations. Built on Microsoft Azure infrastructure with encryption and governance controls to protect sensitive legal data.
Key Features
Summarize contracts and extract key clauses, risks, and obligations from long documents.
Ask complex legal questions and receive grounded, sourced responses with citations.
Automate repeatable tasks such as deal due diligence and compliance reviews.
Encrypt and store firm-specific documents with permission controls and audit trails.
Process and translate legal documents across multiple languages.
Access Harvey AI
Getting Started
Visit Harvey's website and request a demo or pricing quote for your organization.
Once approved, create a workspace and invite your legal team members with appropriate permissions.
Add legal documents (PDFs, Word files, spreadsheets) to your secure Vault.
Ask for summaries, risk analysis, clause extraction, or document redrafting through the Assistant module.
For repeat tasks, create or apply custom workflows such as due diligence checklists.
Carefully review all generated content, verify legal citations, and refine as needed before use.
Important Considerations
- Enterprise Pricing: High cost with custom quotes per firm; no publicly disclosed flat rate available
- Team Training: Your team may require training to maximize value from workflows and effective prompt design
- Integration Complexity: Connecting Harvey with existing document management systems can require significant effort
- Mixed Feedback: Some legal-tech professionals question its value relative to cost, noting it as a wrapper around existing models
Frequently Asked Questions
Harvey does not offer a publicly available free tier. An evaluation agreement may be available upon request, but pricing is enterprise-based and customized per organization.
Yes. Harvey supports multi-language document processing and translation, including documents in Arabic, Mandarin, and other languages.
No. According to Harvey's terms, customer data is not used to train their models. Your documents remain confidential and isolated within your workspace.
Harvey runs on Microsoft Azure infrastructure with end-to-end encryption, role-based access controls, comprehensive audit logs, and governance controls to protect sensitive legal data.
While Harvey provides fairly strong outputs, all summaries and research require human verification. Users have reported risks of hallucinations or incorrect citations, so qualified legal review is essential before relying on generated content.
Spellbook
Application Information
| Developer | Spellbook (co-founded by Scott Stevenson and Daniel Di Maria) |
| Platform | Microsoft Word add-in |
| Language Support | English; used in over 80 countries |
| Pricing Model | 7-day free trial; then paid subscription with custom pricing based on user count |
Overview
Spellbook is an AI-powered legal assistant designed for transactional lawyers to streamline contract review, drafting, and negotiation. By integrating directly into Microsoft Word, it brings generative AI capabilities into the familiar workflows of legal professionals. The platform helps summarize lengthy legal documents, flag risks, suggest edits, and generate contract language—significantly accelerating routine contract work while maintaining legal rigor and data security.
How It Works
Spellbook leverages advanced large language models (such as OpenAI's GPT-4 and GPT-5) fine-tuned specifically for legal use. Rather than replacing human judgment, it functions as a "copilot" within Word—spotting ambiguous clauses, summarizing documents, suggesting redlines, and proposing alternative language. The multi-document AI agent, Spellbook Associate, handles complex transactional matters by coordinating review across related documents. Built with enterprise-grade security including zero data retention and SOC 2 Type II compliance, Spellbook meets the legal industry's stringent confidentiality and compliance standards.
Key Features
Automatically summarize long legal documents and highlight key risks in seconds.
Generate clauses or complete documents from scratch or based on precedent templates.
Suggest edits, identify problematic or missing clauses, and make comments directly in Word.
Compare your contract language against a large corpus of market-standard contracts.
Store preferred language, build internal negotiation standards, and maintain fallback provisions.
Zero data retention, SOC 2 Type II compliant, with GDPR and CCPA privacy protections.
Spellbook Associate
For complex multi-document transactions, the multi-document AI agent automatically manages and reviews interconnected contracts, coordinating insights and edits across related files—streamlining large-scale transactional workflows.
Download or Access
Getting Started
Install Spellbook as a Microsoft Word add-in from the official website.
Open a contract or legal document in Microsoft Word.
Use "Review" mode to generate summaries, identify risks, and propose redlines automatically.
Use "Draft" mode to generate new clauses or complete agreements from precedent or from scratch.
Create and maintain a clause library or playbook with your firm's standard language and fallback provisions.
For large deals, activate Spellbook Associate to manage multi-document workflows and coordinate insights across interconnected files.
Always review AI suggestions carefully—human verification and refinement of language is essential before finalizing any document.
Important Considerations
- Works exclusively in Microsoft Word—no standalone web app for document summarization outside Word
- AI-generated summaries and edits may miss subtle legal nuances; human oversight is essential
- Currently supports English legal documents only
- Multi-document agent (Associate) may have limited access or require higher-tier pricing
Frequently Asked Questions
Currently, Spellbook primarily supports English legal documents.
Yes—since Spellbook works in Word, you can copy, edit, and export any summary or redline as part of your document workflow.
No—Spellbook maintains a "zero data retention" policy, meaning client data is not stored or used to further train its underlying models.
Transactional lawyers, in-house legal teams, and law firms handling high-volume contract work benefit the most—especially those already working in Word and seeking to accelerate drafting, reviewing, and negotiating contracts.
Spellbook is SOC 2 Type II compliant and supports major privacy regulations including GDPR and CCPA, meeting enterprise-grade security standards for legal professionals.
DocuEase Legal Text Summarizer
Application Information
| Developer | DocuEase LLC |
| Supported Platforms |
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| Language Support | English; available globally with no country-specific restrictions |
| Pricing Model | Free plan available (no credit card required) with optional premium features |
Overview
DocuEase Legal Text Summarizer is an AI-powered tool designed for legal professionals to quickly and accurately summarize lengthy legal documents. It transforms complex contracts, case files, statutes, and other legal texts into concise, coherent summaries—helping lawyers and paralegals save time, reduce cognitive load, and focus on strategy rather than fine details.
How It Works
Built on a robust generative AI platform optimized for legal language, DocuEase provides a streamlined workflow for analyzing large document volumes without sacrificing precision. The web-based interface requires no local software installation, making it accessible from anywhere. Users upload documents to the Tasks dashboard, select summarization, and receive distilled insights highlighting key arguments, themes, and risks. Beyond summarization, DocuEase supports interactive Q&A workflows where users can ask context-aware legal questions about uploaded documents and leverage a built-in prompt library tailored to legal workflows.
Key Features
Transforms complex legal text into clear, concise summaries that capture crucial points and key themes.
Upload files via the Tasks dashboard and select summarization with an intuitive interface.
Ask context-aware legal questions about your documents and receive informed, document-specific responses.
Pre-built legal prompts guide AI in tasks like due diligence, litigation prep, and contract analysis.
Integrates with OCR, classification, and document automation capabilities for comprehensive document processing.
Download or Access
Getting Started
Visit the DocuEase website and create an account or log in with your existing credentials.
Navigate to the Tasks section of your dashboard.
Click Create New Task and upload your legal document (contract, case file, statute, or other legal text).
Choose the "Summarize" option to instruct the system to generate a summary.
Wait for AI processing to complete, then review the summary to understand key points and themes.
Use the Ask AI feature to pose follow-up legal questions about your document—for example: "What are the risk clauses?" or "What key obligations are included?"
Choose preset prompts aligned with legal workflows or customize your own for specialized analysis.
Important Considerations
- Free Plan Limitations: While a free plan is available, usage may be limited for advanced or high-volume tasks.
- Web-Based Only: As a web-based tool, it may not directly integrate with desktop applications like Microsoft Word.
- Document Quality Matters: Summary accuracy depends on document quality and structure; poorly formatted or scanned text may reduce effectiveness.
- AI Limitations: Complex legal nuances may not always be fully captured by AI, so human review and legal judgment remain essential.
- Document Size: DocuEase does not clearly publish maximum document length limits; very large files may require splitting or careful upload.
- Summary Customization: While fine-tuned summary length control isn't explicitly available, you can influence depth through input prompts and follow-up questions.
Frequently Asked Questions
DocuEase emphasizes privacy and security, but you should review its detailed security policies and confirm that uploading sensitive documents aligns with your firm's data protection requirements and jurisdiction-specific regulations.
You can upload a broad range of legal documents including contracts, case files, statutes, pleadings, and other legal text formats.
Yes—through the Ask AI module, you can query your document with context-aware legal questions to get document-specific answers.
No—there is a free plan available with no credit card required to access the legal text summarizer.
DocuEase does not clearly publish a maximum document length limit on its public page. Very large or lengthy files may require splitting or careful upload for optimal processing.
While DocuEase doesn't explicitly allow fine-tuned summary length control, the AI is designed to capture key points and themes. You can influence depth through input prompts and the Ask AI follow-up feature.
Luminance
Application Information
| Developer | Luminance Ltd. |
| Supported Platforms |
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| Language Support | 80+ languages for document processing; used by 300+ organizations across 55+ countries. |
| Pricing Model | Enterprise solution with custom subscription pricing. Demo request required. |
Overview
Luminance is an AI-powered legal platform designed for in-house legal teams and law firms to summarize, review, and analyze complex legal documents. It uses proprietary "legal-grade" AI to flag risks, identify non-standard clauses, and provide intelligent redrafting suggestions. With centralized contract management and advanced search capabilities, Luminance streamlines due diligence, negotiation, and contract lifecycle management.
How It Works
Luminance's "Panel of Judges" AI engine is trained on millions of verified legal contracts to deliver high-accuracy document analysis. The platform integrates directly into Microsoft Word, allowing lawyers to work in familiar tools while accessing AI insights. Key capabilities include automated first-pass contract review, document summarization via the "Ask Lumi" chatbot, and centralized portfolio analysis across thousands of agreements.
Key Features
Visual risk coding (green, amber, red) for clauses based on internal or organizational standards.
Suggests compliant alternative clause language aligned with approved precedents.
Summarizes key contract terms and answers contract-specific questions in real-time.
Extracts 1,000+ legal concepts including governing law, termination, and obligations.
Centralizes and analyzes your full contract portfolio for risk, trends, and lifecycle management.
Automated contract drafting from templates, plus routing and management of contract processes.
Download or Access
Getting Started
Contact Luminance's sales team via their website to discuss your organization's needs and explore the platform.
Upload contracts or legal documents into Luminance's platform for AI-powered analysis.
Use Traffic-Light Analysis to identify risky, non-standard, or acceptable clauses automatically.
Call the chatbot directly within Microsoft Word to summarize terms or ask specific contract questions.
Accept suggested alternative language or insert fallback wording directly into your documents.
Use concept-based search to explore themes, obligations, and risks across all your contracts.
Route contracts, create standard templates, and set approval processes using Luminance's workflow tools.
Important Considerations
- Onboarding time: Setup and team training can take time due to platform sophistication and AI concept complexity.
- Document quality matters: Poorly formatted or scanned contracts may reduce AI accuracy in clause extraction.
- Cost consideration: Premium pricing may be less cost-effective for solo practitioners or very small firms.
- Human verification required: AI-generated insights and redrafts should always be reviewed by qualified lawyers; the platform is an assistant, not a replacement.
Frequently Asked Questions
Luminance supports a wide range of legal documents including contracts (NDAs, MSAs), due diligence sets, leases, and other complex legal agreements.
Yes. Luminance emphasizes enterprise-grade security with ISO-27001 certification and robust data protection controls.
Yes. Procurement and business teams can use Luminance for contract review with guided AI feedback. Workflows can be automated across legal and business departments.
Yes. Luminance can generate contracts from approved templates, suggest fallback language, and integrate with Microsoft Word for seamless redrafting.
According to Luminance, organizations can achieve up to 90% time savings on document review through AI-powered analysis and automation.
TLDR – Simply Summarize (AI4Chat)
Application Information
| Developer | AI4Chat |
| Supported Platforms |
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| Language Support | Multilingual support including English, Spanish, Vietnamese, and many others |
| Pricing | 100% Free — No login required |
Overview
TLDR – Simply Summarize is an AI-powered summarization tool that transforms complex legal documents, academic papers, and lengthy texts into clear, concise summaries. Using advanced AI models, it distills dense content into digestible overviews while eliminating jargon and highlighting essential information. Perfect for legal professionals, researchers, and anyone needing quick comprehension of lengthy documents.
How It Works
TLDR offers a simple, chat-style interface designed for immediate use. Paste or type your text into the input field, click Send Message, and receive an AI-generated summary capturing core themes, clauses, and key takeaways. No account creation or payment required. After receiving your summary, you can refine it further with follow-up requests like "Make it shorter," "Highlight risks," or "Explain in plain English."
Key Features
Converts dense, technical legal texts into concise, understandable overviews.
Paste text and summarize immediately — completely free access without account creation.
Ask follow-up questions to shorten, elaborate, or clarify any part of your summary.
Accepts input in a wide variety of languages for global accessibility.
Access Tool
Quick Start Guide
Go to the TLDR – Simply Summarize page on AI4Chat.
Enter your legal document, contract, statute, or any lengthy text into the input field.
Click Send Message to process your text.
Read the generated summary highlighting main clauses, risks, and key points.
Ask follow-up questions like "Can you make it shorter?" or "Explain the risks" to customize your summary.
Limitations & Considerations
- General Tool: Designed for summarization, not specialized legal-AI risk analysis (no clause scoring or legal compliance checks).
- Input Quality Matters: Accuracy depends on the quality and structure of your text; complex or poorly formatted documents may produce weaker summaries.
- Confidentiality: As a free web-based tool, it may not offer enterprise-grade confidentiality — use caution with highly sensitive legal documents.
- Long Documents: Very lengthy or multi-part legal documents may require manual splitting for optimal summary results.
Frequently Asked Questions
Yes — it's completely free with no hidden charges or premium tiers. No login or payment information required.
No — you can use the summarizer immediately without signing up or creating an account.
You can summarize legal contracts, academic articles, policy documents, research papers, long web content, reports, and most text-based materials.
Yes — after receiving your initial summary, you can ask the AI to make it shorter, more detailed, clearer, or focused on specific aspects.
As a free web-based tool, it may not offer the same confidentiality level as enterprise legal AI platforms. Exercise caution when handling highly sensitive or confidential documents.
Praktikal na Aplikasyon
Sa praktika, ginagamit ng mga abogado ang mga AI summarization tool upang i-automate ang mga rutinang gawain sa iba't ibang larangan ng pagsasanay:
Pagsusuri ng Kontrata
Pagsusuri ng Court Filings
Depositions at Mga File ng Kaso
Mga Na-scan na Dokumento
Pangunahing Mga Benepisyo ng AI Summarization
Bilis at Kahusayan
Kinukuha ng mga AI system ang impormasyon mula sa daan-daang o libu-libong dokumento sa loob ng ilang segundo, na gumagawa ng mga buod na aabutin ng mga junior attorney ng araw o linggo. Iniulat ng mga kumpanya na ang mga gawain tulad ng pagsusuri ng kontrata o briefing na dating ginagawa sa loob ng oras ay ngayon natatapos sa loob ng minuto. Nangangahulugan ito na maaaring suriin ng mga legal na koponan ang mas maraming materyal, matugunan ang mahigpit na mga deadline, at mabawasan ang mga billable write-off.
Pagkakapare-pareho at Kasakdalan
Hindi napapagod o nalalaktawan ng AI ang mga pahina, kaya nahuhuli nito ang mga detalye na maaaring makaligtaan ng mga nababaling mambabasa. Maaari nitong istruktura ang impormasyon sa mga kapaki-pakinabang na format: awtomatikong lumilikha ng mga talahanayan ng mga petsa at mga deliverable, nagtitipon ng mga listahan ng obligasyon, naghahambing ng mga dokumento nang magkatabi, nagbabantang mga kakaibang termino o panganib, at lumilikha ng mga timeline ng mga pangyayari. Pinapababa ng mga kakayahang ito ang pagkakamali ng tao sa pamamagitan ng pagtukoy ng mga hindi pagkakatugma o nawawalang elemento.
Mas Mabilis na Pagproseso
Mga dokumentong napoproseso sa loob ng segundo sa halip na oras
- 50-pahinang mga kontrata sa loob ng minuto
- Daang-daang dokumento nang sabay-sabay
Mas Mataas na Katumpakan
Pare-pareho, masusing pagsusuri nang walang pagkapagod
- Nahuhuli ang mga napalampas na detalye
- Natatukoy ang mga hindi pagkakatugma
Tumaas na Produktibidad
Nakatuon ang mga abogado sa estratehiya, hindi sa pagpasok ng datos
- Pinababang oras na hindi binabayaran
- Mas mataas na halaga ng trabaho
Pinapabuti ng mga tampok ng pagsasama-sama ng batas ng kaso ang kakayahan ng mga abogado na pagsamahin at ipahayag ang mga resulta ng pananaliksik, kung saan higit sa 70% ng mga pinuno ng batas ay sumasang-ayon na ang generative AI ay maaaring magbigay-daan sa mga bagong serbisyong may dagdag na halaga para sa mga kliyente.
— LexisNexis–Forrester Study on Generative AI in Legal Practice
Mga Limitasyon at Etikal na Konsiderasyon
Ang Problema ng Hallucination
Sa kabila ng kapangyarihan nito, ang AI summarization ay hindi perpekto. Isang kilalang limitasyon ng malalaking language model (LLMs) ay ang hallucination – ang tendensiyang mag-imbento o magkamali sa impormasyon. Sa larangan ng batas, maaaring maging kritikal ito:
Mahahalagang Panseguridad
Dapat ituring ang lahat ng AI na buod bilang mga draft o mungkahi, hindi bilang pinal na legal na payo. Responsibilidad ng mga abogado ang suriin at itama ang anumang pagkakamali. Parehong pinapayo ng Thomson Reuters at mga eksperto sa etika ng batas na ang mga AI tool ay dapat "tumulong, hindi pumalit" sa hatol ng abogado.
Pribadong Datos at Pagsunod
Ang pag-upload ng mga dokumento ng kliyente o kaso sa isang AI service ay nangangailangan ng matibay na seguridad. May ilang bar association na nagbabala na ang paggamit ng hindi ligtas o hindi nasuri na AI tool sa mga kumpidensyal na file ng kliyente ay maaaring lumabag sa mga patakaran ng pagiging kumpidensyal. Ngayon, mahigpit na sinusuri ng mga nangungunang kumpanya ang mga produkto ng AI: tinitiyak nilang naka-encrypt ang datos, iniiwasan ang "libreng" pampublikong AI sa sensitibong datos, at madalas na gumagamit ng on-premise o enterprise na bersyon na idinisenyo para sa privacy.
Pinakamahusay na Praktis para sa Ligtas na Paggamit ng AI
- Laging doblehin ang tsek ng mga output ng AI at ituring ang mga buod bilang panimulang punto, hindi ang pinal na sagot
- Gamitin ang AI para sa rutinang, mababang-panganib na mga gawain (hal., pagsasama-sama ng kilalang mga batas o kontrata), ngunit hindi para sa bagong legal na pagsusuri nang walang pangangalaga
- Gamitin lamang ang mga AI tool na aprubado ng iyong kumpanya at iwasan ang pag-upload ng napakasensitibong datos nang walang proteksyon
- Ipabatid sa mga kliyente kung ginamit nang malaki ang AI at tiyaking ang abogado ang may huling kontrol sa nilalaman
Hinaharap na Pananaw
Patuloy na mabilis ang pag-unlad ng pananaliksik at mga produkto. Nakatuon ang mga developer ng legal AI sa pagbabawas ng mga pagkakamali at pagpapabuti ng kaalaman sa domain. Sinusubukan ang mga retrieval-augmented na modelo at mas malalaking domain-adapted na LLMs (hal., mga variant ng LLaMA) para sa mas mahusay na pagganap.
Mga Kamakailang Pag-unlad
- LexisNexis Protégé – Nagpakilala ng personalisadong kakayahan sa AI drafting para sa mga legal na dokumento
- Thomson Reuters CoCounsel – Patuloy na pinapino gamit ang mas maraming context-aware na mga tampok ng pagsasama-sama
- Mobile Integration – Pinapayagan na ngayon ng mobile app ng Lexis+ AI ang mga abogado na magtanong at magsama-sama ng mga kaso sa kanilang mga telepono
Ebolusyon ng Regulasyon
Gumagawa ang mga korte at bar group ng mga gabay sa paggamit ng AI sa legal na trabaho. May ilang hukom na nagbabala na ang mga AI-generated na brief o citation ay kailangang suriin nang mabuti. Sa kabila ng pag-iingat, karamihan sa mga eksperto ay sumasang-ayon na magiging mahalagang katulong ang AI sa legal na pagsasanay.
Hindi na tinatanong ng mga pinuno ng law firm kung gagamitin ang AI, kundi kung paano mamuhunan nang matalino at ligtas.
— LexisNexis Report on AI in Legal Practice
Konklusyon
Nananatili ang AI summarization ng mga legal na dokumento. Kapag pinagsama sa mga bihasang abogado, maaari nitong gawing malinaw at madaling gamitin na mga insight ang napakaraming teksto. Ang susi ay gamitin ang mga kasangkapang ito para sa bilis at kahusayan habang pinananatili ang kadalubhasaan ng tao sa pamumuno.
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