News You Can Use

Edition 10 · 15th - 31st Jan 2025

News You Can Use

Deep Dives

Three stories worth sitting with

Deepseek Launch

Deepseek Launch

What
DeepSeek R1 is a newly released open-source LLM designed to deliver strong reasoning capabilities and cost-efficient performance, positioning itself as a competitor to the big players. Unlike others, DeepSeek claims to have superior mathematical reasoning and improved instruction-following abilities, making it particularly useful for professional and enterprise applications. Benchmarks indicate it performs competitively in reasoning and problem-solving tasks while being open source.
So what
The emergence of DeepSeek presents a potential alternative to proprietary AI models, allowing AG to explore cost-effective, customisable AI solutions while reducing dependency on closed-source systems. Given its claimed strengths in reasoning, it could be particularly useful in contract analysis, risk assessment and contract family reviews. Testing its effectiveness in real-world legal scenarios could inform whether open-source models can match or exceed proprietary solutions for AG's use cases. The challenge will be getting a safe environment set up to execute on this.

TR ALSP Report 2025

TR ALSP Report 2025

What
This report provides a deep dive into the ALSP market's rapid expansion. The ALSP sector now stands at $28.5 billion, growing at an 18% compound annual growth rate (CAGR). Notably, over 50% of corporate law departments now rely on ALSPs for services like eDiscovery, litigation support, and legal operations consulting. However, the market is splitting - while some law firms embrace ALSPs as partners, others remain resistant. A key disruptor is GenAI, which 35% of law firms and 40% of corporate legal departments see as making ALSPs more attractive. GenAI allows ALSPs to offer faster, cost-efficient services, potentially eroding law firms' competitive advantage unless they adopt similar technologies. The long-term impact remains uncertain, as firms may build in-house AI expertise to offset reliance on ALSPs.
So what
The findings highlight the growing necessity for legal innovation. As ALSPs integrate GenAI to optimise workflows, traditional firms that fail to evolve risk losing ground. For AG, this underscores the urgency of leveraging AI-driven efficiencies in legal services while maintaining high-quality, strategic advisory roles that ALSPs cannot easily replicate. It also backs up our recent move into the ALSP market with our MLS offering. Monitoring how clients adopt ALSPs could inform AG's strategy in offering AI-augmented solutions that align with shifting client expectations.

Launch of AI Assistants

Launch of AI Assistants

What
The next generation of AI assistants is emerging, designed to handle specific tasks and workflows rather than just providing conversational responses. These assistants integrate with external tools, APIs, and knowledge sources to deliver more actionable outputs. OpenAI's Operator is a customisable AI-powered agent for businesses, aimed at improving information retrieval with better-sourced responses, reducing research time. While Perplexity's Assistant focuses on search and knowledge retrieval, synthesising information from multiple sources to provide real-time, cited answers.
So what
These advancements highlight the broader trend of AI shifting from general-purpose models to more specialised, function-driven assistants. For contract analysis and due diligence, AI-driven workflow automation could help extract key clauses, identify risks, and streamline review processes - potentially integrating with tools we are currently building. As AI assistants become more autonomous, there is a potential to explore how APIs and external integrations could allow us to embed AI into existing legal workflows, either through 3rd parties or through building on solutions such as Power Automate or Autologyx.

Worth Reading

Everything else worth a click

2025 Skills Conference

Virtual one-day conference on AI adoption in legal practice, with speakers from Paul Weiss, DLA Piper, Weil, Reed Smith and Cleary. Sessions cover the human side of adoption, knowledge management, and benchmarking tools and pilots.

DeepLearning.AI - Reasoning with o1

Short course from OpenAI's Colin Jarvis on using o1 effectively - when to reach for it, prompting principles, and using o1 as an orchestrator for cheaper models. Around 90 minutes with six code examples.

Anthropic - Introducing Citations for Claude

New API feature that grounds Claude responses in specific passages of source documents, returning structured citations. Directly relevant for legal research, contract review, and any workflow where you need verifiable provenance.

OpenAI - Introducing Operator

OpenAI's first general-purpose agent that browses, clicks and types inside a real browser to complete tasks for the user. Early version with notable limitations but signals where consumer-grade agents are heading.

OpenAI - Introducing ChatGPT Gov

A version of ChatGPT tailored for US government agencies, designed to meet public-sector security and compliance requirements. Worth tracking as a template for how the large labs court regulated buyers.

Perplexity Assistant

Perplexity's answer to Operator and its own push into agent territory. Combines search, reasoning and actions (calls, messages, reservations) with cited sources, launching on Android first.

AI Papers Academy - DeepSeek R1 Explainer

Technical walkthrough of how DeepSeek R1 was trained - reinforcement learning over supervised fine-tuning - and why it matters. The model reaches o1-level reasoning while remaining open source.

TR ALSP Report 2025 (PDF)

[Internal AG resource] Thomson Reuters' full 2025 ALSP market report. $28.5bn market, 18% CAGR, over 50% of corporate legal departments now using ALSPs, with GenAI the key disruptor on both sides.

Al Bawaba - Alibaba Launches Qwen 2.5

Alibaba pushes Qwen 2.5 out in sizes from 3B to 72B parameters. Marketing positions it against GPT-4o, DeepSeek-V3 and Llama-3.1-405B and confirms Chinese labs are not slowing down.

FT Article about the billable hour

[Internal AG resource] FT piece examining whether the billable hour survives the shift to AI-assisted legal work. Useful framing for any pricing or alternative fee conversations with clients.