In 2025, some top firms are formalising hands-on training for first-year cohorts to ensure safe, effective use of tools across research, drafting and administration. One high-profile example is a structured AI Academy for new associates, highlighting the shift from “experimental” to “everyday” use and with guardrails front and centre. Read Business Insider’s coverage: Inside a Big Law ‘AI Academy’ for first-years.
Key Summary
- Structured onboarding: Some leading firms now run AI programs for 1st-years, positioning AI as a core competency from day one.
- What’s covered: safe prompting, verification, confidentiality, and supervised use of platforms such as Microsoft Copilot or Harvey for research and drafting.
- Australian context: our recent pieces emphasise responsible adoption — use AI, but verify and comply with court expectations and firm policies.
Inside a 1st-Year ‘AI Academy’
According to Business Insider, a leading global firm convened a dedicated, multi-day program for hundreds of incoming associates. The goals were practical: build confidence in day-to-day AI use, demonstrate where these tools save time, and set a clear line on professional accountability.
Curriculum highlights
- Prompt discipline: framing tasks, scoping outputs, and iterating instructions to reduce noise.
- Verification workflow: using authoritative sources to check every citation, quote and proposition before anything reaches a client or court.
- Use-cases with oversight: research maps, first-draft memos, chronology building, proofreading, formatting and admin — all under human review.
- Risk and privacy: when not to paste sensitive material; how to use approved enterprise tools with audit and retention controls.
Why it matters
For new lawyers, early exposure to both capability and constraint helps form good habits: faster drafting, cleaner notes and better consistency, without slipping on verification or confidentiality.

The Broader Shift in 2025
2025 marks a turning point: firms are moving from ad-hoc pilots to governed roll-outs and institutional training. Tooling is being embedded into standard workflows, with firm policies clarifying acceptable use and escalation. For context on why this matters locally, see our earlier perspectives: AI Usage by Lawyers — Follow Up and Why You Should Embrace Generative AI in Legal Practice.
Common threads we’re seeing
- Client expectations: faster, consistent outputs without compromising quality or confidentiality.
- Governance first: approved platforms, audit trails, red-flag controls and senior sign-off.
- Capability lift: associates learn to use AI for routine drafting and admin, freeing time for analysis and client work.
Takeaways for Australian Grads & Employers
For 1st-year lawyers
- Own the output: AI can draft, but you are accountable for accuracy, sources and professional tone.
- Verify everything: check cases, legislation and quotes against authoritative databases. Do not rely on AI to verify AI.
- Start small, repeatable: use AI for task lists, meeting notes, skeleton outlines and formatting to build muscle memory.
For practice leaders
- Codify guardrails: approved tools, data-handling rules, and a simple verification checklist juniors must follow.
- Supervised learning: pair new lawyers with reviewers; encourage annotated before/after examples to show the human value-add.
- Measure what matters: track time saved on routine tasks and any reduction in drafting errors or rework.
The aim isn’t to automate judgement — it’s to build AI-aware lawyers who deliver consistent, verified work more efficiently.
Conclusion
The message from leading firms is clear: AI capability now sits alongside research skills and drafting as a foundation for junior lawyers. Programs like first-year AI Academies set expectations early — use the tools, verify relentlessly, and protect client confidentiality. For graduates and employers alike, 2025 is the year to make AI proficiency part of everyday practice.
Disclaimer: This blog is a general overview and should not be construed as professional legal, financial or medical advice.
FAQs
- What tasks are 1st-years using AI for?
Structured research plans, outline drafting, chronology building, proofreading and formatting — all subject to human review and verification.
- Do firms require disclosure of AI use to clients or courts?
Policies vary. Many firms set internal disclosure and verification rules; some court practice notes address disclosure. When in doubt, follow firm policy and applicable directions.
- How do juniors avoid ‘fake law’?
Never paste unverified output into submissions. Check authorities using authorised reports and legislation databases, and keep a record of sources used.

