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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 [...]
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), [...]
The best Amazon Prime Day 2025 robot vacuum deals that you can get right now
Amazon Prime Day typically brings great discounts on all sorts of electronics, but it’s a good idea to go for the expensive gear first. We consider robot vacuums to be in that category because, whil [...]
The Prime Day vacuum deals still available on Amazon include iRobot, Shark, Dyson and others
It's the final day of Amazon Prime Day, but it's not too late to get a heavy discount on a traditional or robotic vacuums from Amazon. We're hoping this sale helps ease some of the more [...]
The best Amazon Prime Day robot vacuum deals end tonight: Save on machines from Shark, iRobot, Dyson and others
Robot vacuums are some of the pricier smart home gadgets you can get, making them great items to look for during sales like Amazon Prime Day. The annual shopping event always includes solid deals on e [...]