News You Can Use

Edition 19 · 1st - 14th June 2025

News You Can Use

Deep Dives

Three stories worth sitting with

Built a multi-agent research system

Built a multi-agent research system

What
Anthropic showcases how multi-agent AI systems can collaborate on complex research. These agents are not just parallel workers: they assign roles, plan workflows, and critique each other's outputs, simulating how teams of people might collaborate.
So what
This opens the door for truly modular, coordinated AI systems - a direction that aligns with some of our aspirations around AGPT or any multi-step automation flows we are building. We can now think beyond "one prompt = one output" and explore more agent-style execution.

PwC Fearless Future - 2025 Global AI Jobs Barometer

PwC Fearless Future - 2025 Global AI Jobs Barometer

What
PwC analyses over half a billion job postings globally and finds that jobs requiring AI skills are growing 3.5 times faster than average, with a 25% wage premium. More importantly, the report identifies that GenAI amplifies human capability rather than replaces it, especially in legal, finance, and compliance sectors.
So what
This validates our focus on AI-human collaboration, not replacement. We can use this data to support upskilling conversations internally and reassure clients that our approach is augmentation-first.

Microsoft Work Index Report Briefing

Microsoft Work Index Report Briefing

What
Microsoft's video presentation of its 2025 Work Trend Index reveals key trends: AI adoption is mainstreaming - 78% of professional service leaders agree that digital labour can close capacity gaps. AI is transforming collaboration. Leaders are investing in AI training. Ethics and governance are top focus areas, with more than 50% of firms implementing new AI policies.
So what
While we develop tools like AGPT and embed GenAI into work delivery, we must invest just as much in skills development, cultural buy-in, and leadership enablement as we do in the tech itself.

Worth Reading

Everything else worth a click

Jaan Larner - The Pyramid That Will Eat Itself

The corporate law pyramid depends on juniors doing work GenAI now does faster and cheaper. Larner argues firms will cannibalise their own training model before they see the consequences.

LegalZoom x Perplexity Strategic Partnership

LegalZoom embeds its services inside Perplexity Pro, offering legal help directly in the search interface. Marks a new distribution model: legal services as an answer layer inside AI-native search.

Bond Trends - Artificial Intelligence (PDF)

[Internal AG resource] Bond's market scan of AI legal and regulatory developments. Useful external perspective on the trends we are tracking.

Robin AI - Optimising RAG for Contract Analysis

Robin AI's findings on making RAG work for contracts: clause labels plus Voyage 3 Large embeddings retrieve just 15% of contract text for 90% recall, 85% token reduction with full-contract quality.

A consultant who helps law firms decide which software to buy explains why legal tech is in trouble (PDF)

[Internal AG resource] Consultant's honest take on the legal tech buying market - too many vendors, too few wins. Worth reading before your next procurement round.

Anthropic - Built a Multi-Agent Research System

Anthropic walks through the orchestrator-worker pattern behind Claude's research system. A lead agent plans, subagents explore in parallel, findings are synthesised - concrete blueprint if you're designing your own multi-agent workflow.