Self-Building AI, Frozen Aisles

By the Orchestra editors · 4 min read

TL;DR

Anthropic warns it is approaching recursive self-improvement capability
Goldman Sachs reverses course, pulls AI coding tools from non-engineers
WA Police scanned over 1 million faces in facial recognition trial
Westpac used AI to halve a $70M data warehouse migration cost

AI · Worldwide

Anthropic says recursive self-improvement is close

Anthropic warned it is nearing the capability threshold for recursive self-improvement, the point where AI becomes good enough at training itself to trigger a dramatic acceleration loop. The disclosure comes as the company also reported $17B in Q3 revenue against a $23B operating loss ahead of its IPO.

Goldman pulls AI coding tools from traders and bankers

Goldman Sachs reversed its stance on "vibe coding" by non-technical staff, restricting Claude Code and GitHub Copilot access to engineers only. The bank cited productivity and risk management concerns, just months after its CIO publicly praised the practice.

OpenAI launches LifeVal benchmark for everyday tasks

OpenAI released LifeVal, a benchmark that measures how well AI helps people with practical daily tasks like finding childcare, managing finances and navigating government paperwork. It shifts evaluation focus from raw capability toward real-world usefulness.

Australian Tech

Westpac halved a $70M migration bill with AI

Westpac revealed that AI cut its data warehouse migration cost from $70M to $35M and created a reusable pattern for future projects. It's a concrete example of an Australian enterprise getting measurable ROI from AI tooling.

WA Police facial recognition trial scanned 1.38M faces

A five-month WA Police trial of real-time facial recognition scanned over 1.38 million faces across 43 locations, resulting in 122 arrests and nine false alerts. The scale of the rollout will sharpen the debate around surveillance tech and civil liberties in Australia.

NT data centre delayed as regulator needs more time

Energy North's planned Northern Territory data centre, one of Australia's largest, scrapped its target start date after the environmental regulator said it needed longer to set parameters. The delay is a setback for Australia's pitch as a fast-track destination for AI infrastructure investment.