An AI “hallucination” is when a language model produces a confident, plausible statement that’s false or not supported by the evidence it was given. Hallucinations happen because models generate likely text (not verified facts) and can be incentivized to guess […]
There isn’t one universal “best.” The best AI contract review software in 2026 is the tool that matches your review workflow: Word-first redlining, CLM-first playbook review, or diligence/portfolio extraction, and can prove traceability, security, and predictable performance in a pilot. […]
The “best” AI legal document drafting tool is the one that matches where you draft (Word, web app, or CLM), can stay within your confidentiality rules, and can produce reviewable output (trackable edits, linked sources when needed, and auditability). Use […]
AI is unlikely to replace paralegals end-to-end in the near term. It can automate or accelerate discrete steps (summarization, extraction, document organization), but legal support work still requires human accountability for confidentiality, privilege, accuracy, and supervision, especially for anything client-facing […]
Select the best AI for document review based on your specific task: use in-editor assistants for quick drafting, PDF-first tools for heavy reports, or document-grounded engines for verifiable Q&A. Ensure reliable reviews by enabling citation display modes to require quotes […]
To verify AI responses for GDPR compliance, treat every answer as a personal-data processing event: check whether it includes personal data, whether the requester is authorized to receive it, whether the use matches a lawful purpose and lawful basis, whether […]
To make a “lawyer AI chatbot,” build a retrieval-based assistant that answers from approved sources, shows citations, and escalates anything that looks like individualized legal advice to a licensed attorney. Add clear disclosures that it’s an AI program (not a […]
AI governance in finance is the set of controls that make AI outputs defensible, ownership, validation, monitoring, and documented approvals. With GenAI, that means verifying each response against approved source documents and capturing review signals that Legal, Risk, and Security […]
Ever wondered what type of AI is ChatGPT (by OpenAI)? This LLM is a generative AI chatbot built on a large language model (LLM). It generates responses as sequences of predicted tokens and is fine-tuned for dialogue using reinforcement learning […]
How to become an AI engineer in 2026 is to master Python/software fundamentals, apply leakage-safe ML evaluation, build reliable GenAI apps with retrieval and structured outputs, and ship 2–4 deployed projects with tests, monitoring, and rollback plans to prove end-to-end ownership.
