OpenAI has introduced GPT-6 Astra, a model capable of operating browsers, spreadsheets, and desktop software. OpenAI President Greg Brockman has declared the advent of the "AGI era," citing Astra's impressive benchmark scores. However, concerns have been raised about the model's monitoring challenges and the absence of the GDPval benchmark. Astra's pricing model focuses on cost per task rather than per token, potentially offering businesses more value despite higher initial costs.

The rise of embedded AI in enterprise software is creating new management challenges, as traditional application inventories fail to track AI capabilities within applications. Organizations must manage not only applications but also the AI features within them, which can have varying data access, automation and cost implications, James Alan Miller writes.

Local AI tools such as Cherry Studio, Jan, Whisper.cpp and Continue can run efficiently on laptops with at least 8GB of RAM. Cherry Studio allows private document analysis without internet uploads, Jan offers a user-friendly chatbot experience, Whisper.cpp provides real-time audio transcription, and Continue enhances coding in

Zero Trust has become an essential security model for enterprises, moving from a theoretical framework to an operational necessity. Unlike perimeter-based security, which is outdated in today's cloud-first environment, Zero Trust continuously verifies users, devices and applications, regardless of location. This approach minimizes unnecessary access, limits lateral movement and accelerates threat detection.

US companies are increasingly offering stock-based compensation to rank-and-file workers, driven by new stock sales and international tax regulations. According to Deel's analysis, equity grants for sales employees have risen by nearly 30% since mid-2025, with marketing teams seeing a 24% increase. Despite the potential for wealth creation, stock compensation carries risks like market volatility and vesting challenges.

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