AI Writes Code Without Fear of Lawsuits, and Claude Opus 5.5 Lowers the Barrier to Entry
World of Big Data Expo · weekly review · 2026-09-28
AI Week in Review

AI Writes Code Without Fear of Lawsuits, and Claude Opus 5.5 Lowers the Barrier to Entry

This week brings two pieces of news that together point to where the industry is heading: courts are beginning to draw legal boundaries around generative AI, while prices for leading language models keep falling. For companies deploying AI in production, that means less legal uncertainty and smaller API bills.

Close-up of a computer screen showing colorful, syntax-highlighted source code — illustrating code generated/written by a Copilot-type tool.
Source: Pexels · Author: Luis Gomes · License: Pexels License (bezpłatna do użytku komercyjnego, atrybucja niewymagana)

01 · Law and AI

US Appeals Court: AI Code Generation Doesn't Violate the DMCA

On September 16, 2026, the Ninth Circuit Court of Appeals unanimously upheld an earlier dismissal of a lawsuit against Microsoft and GitHub concerning GitHub Copilot [1]. Anonymous developers had argued that Copilot violates the US DMCA because it generates code without the copyright management information (CMI) that was present in the training data.

The court disagreed. It ruled that Copilot's code-generation process creates a "new work" rather than removing or altering CMI from existing works — and it's precisely that removal or alteration of such information that triggers liability under the DMCA. In its reasoning, the court also noted that accepting the plaintiffs' interpretation would effectively replace traditional copyright protection with a DMCA-based mechanism, exposing tech companies to drastic, potentially "ruinous" damages under the statute's enhanced penalties.

This is the first US appellate ruling to directly address generative AI liability under the DMCA. That makes it a precedent-setting decision — one that could make it easier to resolve similar cases involving language models currently pending in federal courts. For companies using AI-copilot tools, it's a signal that the legal risk tied to code generation is smaller than it might have seemed just a year ago.

02 · Language Models

Anthropic Releases Claude Opus 5.5 — a Cheaper, More Efficient Flagship AI Model

Just a few days later, on September 22, 2026, Anthropic unveiled Claude Opus 5.5 — the first model in the new 5.5 family, available on AWS, Google Cloud, Microsoft Azure, and the Claude platform [2]. The new model costs 20% less than its predecessor at comparable performance, and the company states that under typical workloads, running costs can drop by as much as 40%. On top of that, cache-read costs are down 60%, and the faster (higher-priced, double-rate) mode generates responses more than 30% quicker.

Anthropic also announced that further members of the family — Sonnet 5.5 and Haiku 5.5 — will arrive in the coming weeks, bringing similar improvements in performance, efficiency, and safety. The Opus 5.5 launch is part of an ongoing price war among leading AI labs, with Anthropic, OpenAI, and Alibaba all racing to cut costs while maintaining — and often improving — quality.

For IT departments and businesses deploying AI, that's a concrete, measurable benefit: the same or better model capabilities at a lower token bill. Combined with growing legal certainty around the status of AI-generated code (see above), the barriers to adopting AI in business are shrinking week by week.

Summary

Summary

This week shows the AI industry maturing on two fronts at once — legal and financial. The precedent-setting ruling in the Copilot case gives companies greater confidence in using generative AI in software production, while the cheaper Claude Opus 5.5 lowers the financial threshold for adopting these technologies. Want to talk about how these changes could affect your AI, big data, or cybersecurity projects? Join us at the World of AI & Big Data Expo (Międzynarodowe Targi Sztucznej Inteligencji i Technologii Baz Danych) — let's meet there and discuss it live.

Invitation

The legal landscape for generative AI is becoming clearer, and models like Claude Opus 5.5 are getting cheaper week after week — this is the best time to see live how to put these changes to work for your business. Visit World of AI & Big Data Expo (Międzynarodowe Targi Sztucznej Inteligencji i Technologii Baz Danych) and talk to experts in AI, big data, and cybersecurity. Book your spot today.

World of AI & Big Data Expo 2026
World of Big Data Expo · weekly review · 2026-09-28