News You Can Use

Edition 18 · 15th - 30th May 2025

News You Can Use

Deep Dives

Three stories worth sitting with

Bain Survey - Generative AI Uptake Is Unprecedented Despite Roadblocks

Bain Survey - Generative AI Uptake Is Unprecedented Despite Roadblocks

What
Bain & Company's May 2025 global survey of 1,200 business leaders reveals that 70% of executives have either implemented or piloted genAI, more than double from the year before. Adoption is being led by technology, banking, and business services sectors, with law firms showing increased experimentation. However, half of respondents say they are not yet seeing material business value, citing challenges like integration, hallucinations, unclear use cases, and talent gaps.
So what
Clients are moving fast. We are seeing this with some of our clients, but others are much further behind. We need to continue to speak to clients about where genAI adds value for in-house teams, as well as what we are doing at AG. It also opens doors for client conversations around responsible adoption, especially when we can demonstrate our own use cases (e.g., AGPT) backed by a firm-wide usage policy that we have worked with OGC to shape and stress-test.

AI Agents vs Agentic AI (PDF)

What
The paper explores the growing misuse of the term "AI Agents" and distinguishes true agents, which are autonomous, iterative, and environment-aware, from AI tools that simply follow user instructions. Using a formal taxonomy, the authors argue that many current "agents" are just fancy pipelines or orchestrators.
So what
As we experiment with tools to build "agent-like" flows, understanding their limitations is key to managing expectations internally and in the future, with clients. This paper reinforces the importance of clear definitions, especially if we are marketing our tools or advising clients on theirs.

FT - Law firm clients seek clarity on AI's potential to cut costs

FT - Law firm clients seek clarity on AI's potential to cut costs

What
The article highlights that while top UK law firms are quietly but actively piloting genAI for drafting, research, and knowledge management, corporate clients are increasingly seeking transparency on how these tools will translate into cost savings.
So what
As clients become more inquisitive about the practical benefits of genAI, it's imperative for us to showcase how our AI initiatives (i.e. AGPT) and AI tools (e.g. Legora) can enhance efficiency and reduce costs.

Worth Reading

Everything else worth a click

Bain - GenAI Uptake Is Unprecedented Despite Roadblocks

Global survey of 1,200 leaders showing 70% have implemented or piloted GenAI, with US adoption near 95%. Over 80% of live use cases meet expectations, but security, talent, integration and unclear use cases still gate enterprise value.

AI Agents vs Agentic AI (PDF)

[Internal AG resource] Academic paper distinguishing true autonomous, iterative, environment-aware agents from orchestrators in agent clothing. Useful before you sign anything badged "agentic."

Damien Charlotin - AI Hallucination Cases Database

The definitive running database of court decisions citing AI hallucinations, with jurisdiction, outcome and sanction detail. Single most useful resource for training lawyers on why verification matters.

Anthropic - Claude 4

Claude Opus 4 (pitched as "world's best coding model") and Sonnet 4 launch together. Headline gains: extended thinking + tool use, parallel tools, 65% fewer shortcut behaviours, meaningful memory improvements with local file access.

Freshfields - Dynamic Due Diligence (DD3) Interview with Giles Pratt (PDF)

[Internal AG resource] Freshfields' Giles Pratt on Dynamic Due Diligence - their third-generation DD methodology. Useful comparator for our own DD transformation work.