30 Seconds in AI

Three verified developments that moved the AI ecosystem today, selected and condensed by Hooshware.

01
DeepSeek-V4.1-Flash-1017
DeepSeek launched an open-source model on Hugging Face, expanding developer access to new AI capabilities.
Source: DeepSeekOriginal report Full context on Hooshware →
02
Microsoft MAI-Base-2
Microsoft finished pretraining MAI-Base-2 with 2.8T parameters and 50T tokens for trusted enterprise partners.
Source: AI News DailyOriginal report Full context on Hooshware →
03
Perplexity SPACE Sandbox
Perplexity open-sourced SPACE, providing a Firecracker microVM sandbox platform to isolate risky AI agent tasks.
Source: MarkTechPostOriginal report Full context on Hooshware →

Hooshware links every signal to its original report. Summaries provide context, not a replacement for source reporting.

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