Tags: climate technology

A senior Google executive cautioned that AI startups built solely around wrapping large language models or aggregating multiple models face a bleak outlook. He emphasized the need for deep, differentiated intellectual property and warned that merely layering a user interface on top of existing models no longer attracts market interest. While praising ventures that embed unique value, he highlighted opportunities in developer platforms, direct‑to‑consumer tools, biotech and climate technology, suggesting that the next wave of successful AI firms will be those that create genuine, specialized moats. Lire la suite

Google's DeepMind has launched WeatherNext 2, an advanced AI weather‑prediction model that delivers faster, higher‑resolution forecasts up to two weeks ahead. The new system improves tropical‑storm track predictions, offers hourly updates, and runs eight times faster than its predecessor, promising more precise decisions for industries such as energy trading. While the model still struggles with outlier rain and snow events, DeepMind says ongoing research will address these gaps as AI continues to reshape meteorology. Lire la suite

Toyota announced a $1.5 billion investment strategy that spans the entire lifecycle of startups. The automaker created a new strategic investment subsidiary, Toyota Invention Partners Co., funded with roughly $670 million to back early‑stage, Japan‑based ventures. Its growth‑stage arm, Woven Capital, launched a second $800 million fund, targeting Series B to late‑stage companies in AI, robotics, climate technology, and industrial automation. The two initiatives complement Toyota Ventures and together form a “bookend” approach that can support a startup from inception to potential integration on Toyota’s balance sheet. A pilot partnership with Los Angeles‑based Machina Labs, which blends AI and robotics for rapid metal manufacturing, was also disclosed. Lire la suite