The AC Future drivable, self-sustaining home transforms to be larger than your first apartment
The "AC" in AC Future stands for Amy and Cindy, founder Arthur Qin's two daughters. That's just one of the bits of info I gained at the company's CES event in which we got a first look at the new AC Future Ai-TH transformable home. This is yet another nattily appointed answer to the housing crisis we've seen on the 2025 show floor. It comes in three models: a deliverable pod (Ai-THu), a pullable trailer (Ai-THt) and a road-ready EV RV (Ai-THd). Press and prospective buyers got to tour the EV prototype this week (but we had to take our shoes off first). <br /> <br /> <br /> <br /> <br /> Amy Skorheim / Engadget<br /> <br /> <br /> Thanks to pull-out sections at the rear and both sides, the bus-sized RV tr [...]
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The sustainable tiny home trend at CES 2025 revived my dream of building a compound
Small-scale, hyper-efficient living has always appealed to me, so I was overjoyed to step into numerous examples of sustainable tiny homes this week at CES 2025. There were EV RVs, trailers geared for [...]
Why your LLM bill is exploding — and how semantic caching can cut it by 73%
Our LLM API bill was growing 30% month-over-month. Traffic was increasing, but not that fast. When I analyzed our query logs, I found the real problem: Users ask the same questions in different ways.& [...]
Meta researchers introduce 'hyperagents' to unlock self-improving AI for non-coding tasks
Creating self-improving AI systems is an important step toward deploying agents in dynamic environments, especially in enterprise production environments, where tasks are not always predictable, nor c [...]
Black Forest Labs' new Self-Flow technique makes training multimodal AI models 2.8x more efficient
To create coherent images or videos, generative AI diffusion models like Stable Diffusion or FLUX have typically relied on external "teachers"—frozen encoders like CLIP or DINOv2—to prov [...]
Self-improving language models are becoming reality with MIT's updated SEAL technique
Researchers at the Massachusetts Institute of Technology (MIT) are gaining renewed attention for developing and open sourcing a technique that allows large language models (LLMs) — like those underp [...]
Researchers introduce Self-Harness, a framework that lets AI agents rewrite their own rules, boosting performance up to 60%
Not every company can or should build their own frontier AI language model. However, the harness controlling the model is something that most enterprises can and should customize for their specific pu [...]
Meta’s SPICE framework lets AI systems teach themselves to reason
Researchers at Meta FAIR and the National University of Singapore have developed a new reinforcement learning framework for self-improving AI systems. Called Self-Play In Corpus Environments (SPICE), [...]