TwinLadder

Community

Community Pulse

Collective insights from legal AI practitioners. Vote on the questions that matter to you, see what the community thinks, and help shape our content roadmap.

All Questions

Browse and vote on every community question, grouped by newsletter issue.

Sort by:

27 questions

Experience Sharing

Issue 24

What's your biggest AI priority for 2026?

Regulatory compliance (Article 4)Team training and upskillingTool evaluation and adoptionGovernance frameworkClient service improvement

Experience Sharing

Issue 24

Which regulatory development are you watching most closely?

EU AI Act enforcementArticle 4 AI literacy requirementsNational implementation variationsUS state-level AI regulationsIndustry-specific rules

Tool Feedback

Issue 24

What AI tools are you planning to evaluate or adopt in 2026?

Feature Validation

Issue 24

Would you attend a virtual workshop on 2026 AI readiness?

Experience Sharing

Issue 23

Does your firm have a written AI policy? If yes, how often is it updated?

Experience Sharing

Issue 23

What's the biggest barrier to implementing governance at your firm?

Feature Validation

Issue 23

Would you use a peer network for sharing governance approaches?

Experience Sharing

Issue 21

How many AI tools did your firm use in 2025?

Experience Sharing

Issue 21

What was your biggest AI success this year? Biggest disappointment?

Research speed (success) / Accuracy (disappointment)Document review (success) / Integration (disappointment)Client service (success) / Cost (disappointment)Training efficiency (success) / Adoption (disappointment)Still evaluating overall impact

Feature Validation

Issue 21

How are you budgeting for AI in 2026?

Experience Sharing

Issue 12

How are you handling AI efficiency gains in billing discussions?

Passing savings to clientsBilling at same rate, absorbing efficiencyAdjusting hourly ratesMoving to value-based feesHaven't addressed this yet

Experience Sharing

Issue 12

Have clients asked about AI-assisted work and billing?

Feature Validation

Issue 12

Are you considering alternative fee arrangements for AI-assisted matters?

Already using alternative feesActively exploring optionsInterested but haven't startedSticking with hourly for nowNot relevant to our practice

Experience Sharing

Issue 11

How has Opinion 512 changed your AI practices, if at all?

Workflow Requests

Issue 11

Are you documenting AI use and verification as the opinion suggests?

Experience Sharing

Issue 11

How are you addressing AI use in engagement letters?

Standard AI disclosure clauseCase-by-case disclosureGeneral technology clause covers itNo specific mention yetClients haven't asked

Workflow Requests

Issue 5

How are you handling AI vendor due diligence? Do you ask about NIST compliance?

Formal vendor assessment processAd hoc questions during procurementRely on vendor certifications onlyNo specific AI due diligence yetUsing third-party audit services

Experience Sharing

Issue 5

What's your AI inventory look like? How many tools does your firm actually use?

Experience Sharing

Issue 5

Multi-state firms: How are you approaching state-by-state compliance variations?

Workflow Requests

Issue 4

What contract type would benefit most from a playbook template?

Experience Sharing

Issue 4

What's stopping you from building playbooks? Time? Knowledge? Not knowing where to start?

Feature Validation

Issue 4

Would you use a downloadable playbook starter kit for common contract types?

Experience Sharing

Issue 3

What's your actual time savings after implementation (not the vendor's claim)?

Experience Sharing

Issue 3

Any 'hard cases' where AI failed spectacularly?

Workflow Requests

Issue 2

How are you currently verifying AI-generated citations?

Experience Sharing

Issue 2

Has your firm experienced any AI hallucination incidents?

Yes, caught before filingYes, reached client/courtNot that we know ofWe don't track this

Workflow Requests

Issue 2

What verification workflow would be most useful to see documented?

Join the Conversation

Subscribe to participate in our bi-weekly community questions and shape the future of AI competence.

Community Pulse

What's on your mind?

What's your biggest AI priority for 2026?

Which regulatory development are you watching most closely?

All Questions

What's your biggest AI priority for 2026?

Which regulatory development are you watching most closely?

What AI tools are you planning to evaluate or adopt in 2026?

Would you attend a virtual workshop on 2026 AI readiness?

Does your firm have a written AI policy? If yes, how often is it updated?

What's the biggest barrier to implementing governance at your firm?

Would you use a peer network for sharing governance approaches?

How many AI tools did your firm use in 2025?

What was your biggest AI success this year? Biggest disappointment?

How are you budgeting for AI in 2026?

How are you handling AI efficiency gains in billing discussions?

Have clients asked about AI-assisted work and billing?

Are you considering alternative fee arrangements for AI-assisted matters?

How has Opinion 512 changed your AI practices, if at all?

Are you documenting AI use and verification as the opinion suggests?

How are you addressing AI use in engagement letters?

How are you handling AI vendor due diligence? Do you ask about NIST compliance?

What's your AI inventory look like? How many tools does your firm actually use?

Multi-state firms: How are you approaching state-by-state compliance variations?

What contract type would benefit most from a playbook template?

What's stopping you from building playbooks? Time? Knowledge? Not knowing where to start?

Would you use a downloadable playbook starter kit for common contract types?

What's your actual time savings after implementation (not the vendor's claim)?

Any 'hard cases' where AI failed spectacularly?

How are you currently verifying AI-generated citations?

Has your firm experienced any AI hallucination incidents?

What verification workflow would be most useful to see documented?

Join the Conversation