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 [...]

Bose QuietComfort Ultra Earbuds (2nd gen) review: Still a noise-canceling powerhouse

Bose announced its latest earbuds in June, but the QuietComfort Ultra Earbuds (2nd gen) ($299) won’t arrive until early September. Today, though, they’re available for preorder, and I’ve spent t [...]

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), [...]

Engadget Podcast: iPhone 16e review and Amazon's AI-powered Alexa+

The keyword for the iPhone 16e seems to be "compromise." In this episode, Devindra chats with Cherlynn about her iPhone 16e review and try to figure out who this phone is actually for. Also, [...]

Microsoft launches 3 new AI models in direct shot at OpenAI and Google

Microsoft on Wednesday launched three new foundational AI models it built entirely in-house — a state-of-the-art speech transcription system, a voice generation engine, and an upgraded image creator [...]

Ray-Ban Meta (2nd Gen) review: Smart glasses are finally getting useful

In a lot of ways, Meta's hasn't changed much with its second-gen Ray-Ban glasses. The latest model has the same design and largely the same specs as the originals, with two important upgrade [...]