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Applied AI·July 15, 2026·1 min read

Thinking Machines open sources first multimodal language model, Inkling, focused on low cost and 'resistance to censorship'

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Inkling targets a specific gap: open, multimodal, agent-focused, and cheap enough to run on-prem — with an explicit “resistance to censorship” stance. For enterprises nervous about lock-in and policy drift on closed APIs, this is a concrete option to pilot for internal agents where you need both control and predictable cost.

Applied AI

Cadence unveils AuraStack AI Super Agent, an AI platform for PCB and advanced chip packaging design, with Nvidia, TSMC, and Schneider Electric among early users

AI agents are moving into the heart of hardware design—Cadence putting AuraStack on PCB and advanced packaging with Nvidia and TSMC as users means AI is now in the critical path of chip infra. If you build hardware, start mapping which design stages can be agent-augmented and how you’ll validate AI-driven layouts before tape-out.

Applied AI

Sources: Microsoft security chief Hayete Gallot, who took over in February, has prioritized AI tools, cut several hundred roles, replaced senior execs, and more

Microsoft’s security overhaul—AI-first tools, hundreds of roles cut, senior exec turnover—is a signal that even incumbents are restructuring around AI-native defense. CISOs should expect vendors to push AI-heavy roadmaps and should benchmark their own org design and headcount mix against this kind of shift.