silk road was on the dark web, a place that is oriented 100% around anonymity. This precludes any sort of "elimination of fraudulent reviews" since there's no reasonable way to build any sort of chain of trust.
The hyperbollocks marketingspeak in the summary paragraph put me off:
"The key insight of PowerInfer-2 is to utilize the heterogeneous computation, memory, and I/O resources in smartphones by decomposing traditional matrix computations into fine-grained neuron cluster computations. Specifically, PowerInfer-2 features a polymorphic neuron engine that adapts computational strategies for various stages of LLM inference. Additionally, it introduces segmented neuron caching and fine-grained neuron-cluster-level pipelining, which effectively minimize and conceal the overhead caused by I/O operations."
Ahem, what? Let's overload a biological construct "neuron" to imbue it with magical technopowers and then derive the rest of our BS from this. No sale.
It's important to remember though that these words, i.e. "virtual particles" are just words used to convey a-priori what are purely mathematical constructs. It in no way is declaring that such things are tangible instances (e.g. detectable in a cloud chamber or through other empirical means.)
They haven't stopped users from changing their default browser by the proper explicit mechanism in Windows (default applications.) They've stopped shitferret malware from switching it, or yes, other browsers. If I want to change my browser, I'll do it myself.
This is a total non-answer. Nothing but technojargon and babble for baffling the average consumer. They fall short of admitting that yes, they effectively replace images with "enhancements" that are sourced from their ML models in some cases - they prefer to talk about how they merge multiple frames - taken by you - with AI Magic (tm).
solution: write a new VT terminal parser to replace the other ten
result: we have eleven different VT terminal parsers