TECH NEWS

Persona’s $100 Million Valuation Puts AI Hardware Engineering in Focus

Persona, an artificial intelligence (AI) startup valued at $100 million, is testing production samples of its screenless AI wearable as it prepares to begin shipments in December 2026. The company is working to resolve hardware integration, waterproofing and manufacturing consistency challenges before moving to mass production, according to its chief hardware officer, Aarav Garg.

The startup has raised $10 million in a funding round led by Vine Ventures, with participation from Cory Levy and Collective Global. The funding comes as Persona moves from product engineering towards manufacturing, a stage that requires it to translate a working design into units that can be produced consistently at scale.

Garg, 20, a founding team member, oversees hardware engineering, product development and manufacturing. He is working with manufacturing partners in China to test production samples and identify potential failure points before the first mass-production run.

One of the main engineering challenges has been fitting...

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No kettle, no problem — Dreame’s compact Ecceluxe Go heats cold water on battery power and brews real espresso from pods or grounds

A compact, self-heating espresso machine that takes three different types of coffee pods or fresh grounds, the Dreame Ecceluxe Go is perfect for coffee-lovers on the move. Its cordless design is ideal for off-grid brewing at camp or on hiking trails, and it's small enough to tuck into

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Scaling smart: How LLM developers are solving multi-agent orchestration bottlenecks

AI models are hitting a bottleneck, where raw parameter scaling to improve their performance no longer cuts it. Performance improvements per doubling of AI model parameters are gradually diminishing, leaving multi-agent coordination as the next option. Multi-agent coordination implies two or more AI models working together and sharing data to

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'The reality is that not every task requires the most advanced or expensive model available': Snowflake…

With AI now an integral part of everyday working life for most large businesses, the focus has now switched to ensuring your organization is getting the most from its AI investment. Snowflake has long been at the forefront of the AI coalface, and recently launched new capabilities to help its

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A Newly Discovered Trail of Cosmic Debris Illustrates How the End of the Solar System Could Look

The process that shaped this system could repeat itself in our own. In about 5 billion years, the sun will exhaust its fuel and expand into a red giant. During this phase, it could engulf nearby bodies, like the closest planets. It will then shed its outer layers, leaving behind

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No kettle, no problem — Dreame’s compact Ecceluxe Go heats cold water on battery power and brews real espresso from pods or grounds

Scaling smart: How LLM developers are solving multi-agent orchestration bottlenecks

'The reality is that not every task requires the most advanced or expensive model available': Snowflake…

A Newly Discovered Trail of Cosmic Debris Illustrates How the End of the Solar System Could Look