Code News Today — September 12, 2026
Y Combinator’s Garry Tan wants US open-weight AI labs to ‘distill’ frontier models, too and more — today's code signal.
As we dive into today's news, a common thread emerges, highlighting the rapid evolution and expanding applications of artificial intelligence. Y Combinator's Garry Tan is advocating for US open-weight AI labs to distill frontier models, a move that could significantly advance the field by making complex models more accessible and understandable. This push for transparency and simplification in AI development is echoed in the work of Devin, which is utilizing GPT-6 Astra to test its own work, demonstrating how AI can be used to improve and validate AI models. The involvement of cognition in this process underscores the intricate relationship between human insight and machine learning.
The legal and ethical implications of AI and coding are also making headlines, as seen in the case of a Ukrainian lawyer who has been sentenced to four years in prison for his involvement as a Conti coder. This serves as a stark reminder of the potential risks and consequences associated with certain types of coding activities. Meanwhile, developments in programming languages and tools continue, with discussions around the soft deprecation of re.match() and insights from experts like Boris Cherny, indicating a constant flux in the coding landscape. These stories, while diverse, collectively paint a picture of an industry that is both rapidly advancing and grappling with the complexities and responsibilities that come with technological innovation.
Today's signal:
• Y Combinator’s Garry Tan wants US open-weight AI labs to ‘distill’ frontier models, too (techcrunch.com)
• Quoting Boris Cherny (simonwillison.net)
• Cognition helps Devin test its own work with GPT‑6 Astra (openai.com)
• Soft-deprecating re.match() (simonwillison.net)
• Ukrainian lawyer's second career as a Conti coder earns him 4 years behind bars (theregister.com)