Tylsemi, a startup led by former Alphawave executives, has secured $43 million in early funding. The company provides modular components that help enterprises design and manufacture their own bespoke AI hardware.
Generic hardware often reaches efficiency limits as production workloads scale. Custom silicon allows development teams to optimise for specific model architectures, potentially reducing long-term compute costs and improving inference latency.
A recent survey indicates that 95 per cent of enterprises have delayed or cancelled AI projects. These setbacks stem from inadequate data governance and infrastructure limitations, prompting a fundamental re-architecture of corporate technology stacks to support modern workloads.
OpenAI has reportedly dissolved its preparedness team, the group tasked with evaluating and mitigating potential catastrophic risks from advanced AI models. This internal restructuring follows several high profile departures from the company safety and alignment divisions.
DeepSeek has implemented a substantial price increase for its V4 API, with some costs rising by up to eleven times as of 16 August 2026. This shift signals the end of the low cost strategy the company utilised to disrupt the market in 2025. The adjustment coincides with industry reports suggesting the firm is preparing for an initial public offering.
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