# AI News Digest - 2026-06-22

1. AWS unveiled two services, Continuum and Context, to address shortcomings in AI agents; Continuum automatically detected, prioritized, and fixed code vulnerabilities, while Context built knowledge graphs from corporate data to provide business context to agents.

2. Eurocommerce requested that AI-generated advertising be exempted from the EU AI Act's transparency rules, arguing that AI-created product imagery did not constitute deepfakes, and the article noted that Zalando reported about 90 percent of marketing content on its platform was already AI-generated.

3. UC Berkeley researchers found that, across more than 500,000 grades, courses heavy on writing and coding experienced grade increases after ChatGPT's launch, with the effect concentrated in homework and consistent with outsourced work rather than improved learning.

4. Sam Altman defended large-scale LLM scaling at a Stanford talk, saying a generation of researchers had underestimated what scaling could accomplish and citing OpenAI's recent disproof of a mathematical conjecture as supporting evidence.

# References

1. [https://the-decoder.com/aws-says-ai-agents-lack-business-context-and-security-launches-two-services-to-patch-the-gaps/](https://the-decoder.com/aws-says-ai-agents-lack-business-context-and-security-launches-two-services-to-patch-the-gaps/)

[AWS says AI agents lack business context and security, launches two services to patch the gaps](https://the-decoder.com/aws-says-ai-agents-lack-business-context-and-security-launches-two-services-to-patch-the-gaps/)

1. [https://the-decoder.com/the-eu-doesnt-really-know-what-a-deepfake-is-and-thats-becoming-a-problem-for-retail/](https://the-decoder.com/the-eu-doesnt-really-know-what-a-deepfake-is-and-thats-becoming-a-problem-for-retail/)

[The EU doesn't really know what a deepfake is, and that's becoming a problem for retail](https://the-decoder.com/the-eu-doesnt-really-know-what-a-deepfake-is-and-thats-becoming-a-problem-for-retail/)

1. [https://the-decoder.com/ai-is-inflating-student-grades-and-the-effect-points-to-outsourced-work-not-better-learning/](https://the-decoder.com/ai-is-inflating-student-grades-and-the-effect-points-to-outsourced-work-not-better-learning/)

[AI is inflating student grades, and the effect points to outsourced work, not better learning](https://the-decoder.com/ai-is-inflating-student-grades-and-the-effect-points-to-outsourced-work-not-better-learning/)

1. [https://the-decoder.com/sam-altman-says-a-whole-generation-of-researchers-held-ai-back-by-underestimating-what-scaling-could-do/](https://the-decoder.com/sam-altman-says-a-whole-generation-of-researchers-held-ai-back-by-underestimating-what-scaling-could-do/)

[Sam Altman says a whole generation of researchers held AI back by underestimating what scaling could do](https://the-decoder.com/sam-altman-says-a-whole-generation-of-researchers-held-ai-back-by-underestimating-what-scaling-could-do/)

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