Almost every image sensor in commercial production is a compromise negotiated with the human retina. The negotiation happened decades ago, it was entirely reasonable at the time, and the party it was negotiated on behalf of is no longer the primary consumer of the output. Most images captured today are never looked at by anyone. They are ingested by a model, reduced to a … [Read more...] about Cameras Are Designed for Human Eyes, and AI Vision Pays the Cost
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Meshy Raised $400 Million at a $1.5 Billion Valuation and Announced It Two Different Ways
Meshy, which generates usable 3D models from a line of text or a single photograph, closed a Series B of nearly $400 million this week. The company calls it the largest round ever raised by a business built specifically for AI 3D generation, and by the available evidence that is true. It is also the company's first publicly disclosed valuation since it was founded in … [Read more...] about Meshy Raised $400 Million at a $1.5 Billion Valuation and Announced It Two Different Ways
Ropedia Raises $30 Million for Physical AI Training Data, But the Dataset Math Doesn’t Hold Up
Singapore-based Ropedia announced today that it has raised US$30 million in pre-A funding to build what it calls data infrastructure for physical AI. The company sells synchronized multimodal recordings of humans doing things, captured through a head-mounted wearable, to firms training robots and embodied AI systems. The announcement is unusually specific about scale and … [Read more...] about Ropedia Raises $30 Million for Physical AI Training Data, But the Dataset Math Doesn’t Hold Up
South Korea’s July Chip Exports Surge 180.6% as AI Supercycle Accelerates
South Korea's exports for the first 20 days of July rose 52.3% from a year earlier to $54.93 billion, according to Korea Customs Service data, with semiconductors doing the heavy lifting. Chip exports alone jumped 180.6% to $22.11 billion, while computer-related shipments — largely solid-state drives tied to AI server buildouts — climbed 231.9% to $2.04 … [Read more...] about South Korea’s July Chip Exports Surge 180.6% as AI Supercycle Accelerates
How CuspAI’s Inverse Design AI Turns Materials Discovery Into a Search Engine
CuspAI just closed a $450 million round and launched an industry coalition around AI-driven materials discovery for chipmaking, but the funding is the least interesting part of the story. The actual idea underneath it, inverse design, is a genuine inversion of how materials science has worked for a century, and it's worth understanding on its own terms. Forward science … [Read more...] about How CuspAI’s Inverse Design AI Turns Materials Discovery Into a Search Engine
Etched in Talks to Raise Funds at $20 Billion Valuation, With a Separate $10 Billion Round Led by Sequoia
Etched, the startup building chips dedicated to running AI inference rather than training, is in talks to raise new funding at a valuation of roughly $20 billion. A separate round led by Sequoia Capital values the company at around $10 billion. The two figures point to a financing structure with more than one tranche, and together they mark an extraordinary jump for a company … [Read more...] about Etched in Talks to Raise Funds at $20 Billion Valuation, With a Separate $10 Billion Round Led by Sequoia
Moonshot AI Unveils Kimi K3, Raising the Bar for Open AI Models
Moonshot AI has introduced Kimi K3, its latest flagship large language model, featuring a 2.8-trillion-parameter Mixture-of-Experts (MoE) architecture. The company says the model delivers performance comparable to leading proprietary systems, including Claude Opus 4.8 and GPT-5.5, while planning to release the model weights by July 27. Kimi K3 combines a massive parameter … [Read more...] about Moonshot AI Unveils Kimi K3, Raising the Bar for Open AI Models
Nvidia’s Open-Source Bet Is Really a Wager on Where AI Margin Settles
The instinct when a frontier AI model gets cheaper is to assume value is being destroyed. It isn't. Margin in a supply chain behaves less like a fixed prize and more like a fluid: squeeze it out of one layer and it doesn't evaporate, it moves to whichever layer is least willing to give it up. The most interesting bull case in AI infrastructure right now rests entirely on that … [Read more...] about Nvidia’s Open-Source Bet Is Really a Wager on Where AI Margin Settles
TerraFirma Raises $100M Series A to Turn Heavy Construction Equipment Into Robots
TerraFirma, a tech-enabled construction company building semi-autonomous heavy machinery, has raised approximately $115 million, anchored by a $100 million Series A led by Kleiner Perkins. The round drew an unusually deep bench of participants, including Bain Capital Ventures, Glade Brook Capital Partners, Banner VC, Saga Ventures, Trust Ventures, Definition, PEAK6, Magnetar … [Read more...] about TerraFirma Raises $100M Series A to Turn Heavy Construction Equipment Into Robots
PrismML, the Startup That Shrinks AI Models to Run on an iPhone, Is in Talks With Apple
A small Caltech spinout called PrismML has done something that looked implausible a year ago: it compressed a 27-billion-parameter large language model down small enough to run entirely on an iPhone, and Apple is now evaluating the technology. PrismML CEO Babak Hassibi told CNBC that Apple and other companies have been measuring the startup's models for speed, energy … [Read more...] about PrismML, the Startup That Shrinks AI Models to Run on an iPhone, Is in Talks With Apple