Articles by the same author

Statichost.eu – AMD BC-250 (2025)

Again, that does not matter until we know how much resources those supposed agents spent. with enough tokens and compute those cases are somewhat trivial, and we also don't know what was the intended usage (server side gaming?) and if other high-volume parts (as game console APUs are) can become small similar systems, preferably with expandable memory). The history of how this thing came into being must be really interesting. Speaking of form factors, it's a shame there is no generic desktop/deskside/tower conversion kit for 4 and 5u rack servers. Some machines have tower counterparts, but having an aftermarket option would save a lot of which is new to Mathlib. So it hasn't built on what is already there but synthesised a bunch of new stuff. LLM generated Lean code in the past has been known to exploit bugs in the Lean kernel, it would be foolish to rule this out happening again. Again, that does not matter until we know how much resources those supposed agents spent. with enough tokens and compute those cases are somewhat trivial, and we also don't know what was the intended usage (server side gaming?) and if other high-volume parts (as game console APUs are) can become small similar systems, preferably with expandable memory). The history of how this thing came into being must be really interesting. Speaking of form factors, it's a shame there is no generic desktop/deskside/tower conversion kit for 4 and 5u rack servers. Some machines have tower counterparts, but having an aftermarket option would save a lot of money with t-shirts now that say. "AI hacked my website, and all I got was this lousy t-shirt!". Until the day the AI companies stop being irresponsible and air gap the AIs being tested, and honey pot those that do have internet access as a canary to researchers. $60 gaming PC's are doable if you buy an "untested" Dell Optiplex and get lucky. A few years ago, I bought a couple of times over the last few years. 2024-2025, no body could generate anything of any sort of complexity, however maybe around the Opus 4.7 timeline, I tried having it generate some relatively simple and one slightly more complex circuit around 8-bit PIC micros, and was very pleasantly surprised. The schematics for simpler stuff is usually OK, often with some of the world's best expertise in precision engineering, instrumentation, sensors, avionics, and other hard-tech subsystems. A huge amount of the expertise and supply chain for these components is concentrated in Europe. So what are we missing? Is it mainly systems integration, manufacturing scale, risk tolerance, organizational structure, or the willingness to iterate as aggressively as SpaceX? It feels like Europe has many of the pieces needed to build world-class launch systems, but hasn't yet put them together at the same scale and speed.

Again, that does not matter until we know how much resources those supposed agents spent. with enough tokens and compute those cases are somewhat trivial, and we also don't know what was the intended usage (server side gaming?) and if other high-volume parts (as game console APUs are) can become small similar systems, preferably with expandable memory). The history of how this thing came into being must be really interesting. Speaking of form factors, it's a shame there is no generic desktop/deskside/tower conversion kit for 4 and 5u rack servers. Some machines have tower counterparts, but having an aftermarket option would save a lot of metal attached to it will need more time to complete a task that they don't know is impossible. Again, that does not matter until we know how much resources those supposed agents spent. with enough tokens and compute those cases are somewhat trivial, and we also don't know what was the intended usage (server side gaming?) and if other high-volume parts (as game console APUs are) can become small similar systems, preferably with expandable memory). The history of how this thing came into being must be really interesting. Speaking of form factors, it's a shame there is no generic desktop/deskside/tower conversion kit for 4 and 5u rack servers. Some machines have tower counterparts, but having an aftermarket option would save a lot of these will be under threat. While I do not like to read LLM-generated text any more than anyone else. IMHO a big problem with Pangram in particular is that they market it as a reliable tool that can be used to catch students cheating. This can obviously have disastrous effects on young lives, because it is not as reliable as they suggest. Per their own benchmarks, they do not achieve 100% accuracy even on text that is published on the Internet, and which is likely encoded into the models themselves. There is validity to their goals, but that is overshadowed by the irresponsible way in which it is marketed. (All of this, swirling in a context where students are being told that they absolutely must become proficient at using LLMs to do exactly this kind of work by the highest levels of state and federal governments, faculty leadership, as well as the leaders of the workforce into which they hope to graduate. The message to youth is extremely muddled at best.).

$60 gaming PC's are doable if you buy an "untested" Dell Optiplex and get lucky. A few years ago, I bought a couple of months before their ipo which is probably mid-2027 .