[HN Gopher] Open-sourcing circuit tracing tools
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       Open-sourcing circuit tracing tools
        
       Author : jlaneve
       Score  : 57 points
       Date   : 2025-05-29 17:16 UTC (5 hours ago)
        
 (HTM) web link (www.anthropic.com)
 (TXT) w3m dump (www.anthropic.com)
        
       | Eduard wrote:
       | thought this was about PCB tracing and was disappointed.
        
         | dvh wrote:
         | If you only want to trace veroboards (stripboards) and not full
         | blown PCBs I made a browser tool for that:
         | https://github.com/dvhx/stripboard2schematic
        
           | Workaccount2 wrote:
           | By total coincidence I have a project at the prototype stage
           | that I will be building (hopefully starting tonight) on a
           | strip board. Thanks!
        
         | buescher wrote:
         | You and me both. The reverse engineering tools are out there
         | even if most of the search results are AI slop that recommends
         | common layout tools. If I really needed the work done though
         | I'd just pay one of the overseas services and clean up from
         | there.
        
         | AdamH12113 wrote:
         | Yeah, I actually have a decades-old two-layer board that I need
         | to reproduce and I would love to be able to feed images of it
         | into some sort of tool and have it generate a schematic (or at
         | least a netlist) automatically.
        
           | duskwuff wrote:
           | It's not automatic, but one way I've seen people reverse-
           | engineer PCBs (and ICs!) is to import scans of the subject in
           | Kicad, then start tracing out the connections on screen.
        
         | 1wheel wrote:
         | It can be! Here's a circuit showing how the model processes
         | "PCB tracing stands for" to output "printed":
         | 
         | https://www.neuronpedia.org/gemma-2-2b/graph?slug=pcb-tracin...
        
         | tacker2000 wrote:
         | haha same here
        
         | forgotpwagain wrote:
         | thought this was about tracing neural circuits in the brain and
         | was disappointed.
        
       | Tostino wrote:
       | This type of stuff is really important in my opinion. Getting
       | this type of stuff open sourced allows academics and other
       | researchers to try and do this type of interpretability research
       | on a more level playing field.
       | 
       | I think the more people looking at this the better. I have a
       | feeling there will be some breakthroughs in identifying important
       | circuits and being able to make more efficient model
       | architectures that are bootstrapped from some identified
       | primitives.
        
       | sanex wrote:
       | The conversation about this on Dwarkesh was interesting and I'm
       | glad we're getting access to the tool.
       | 
       | https://open.spotify.com/episode/3H46XEWBlUeTY1c1mHolqh?si=L...
        
       | rob-olmos wrote:
       | Anthropic employees Sholto Douglas & Trenton Bricken did an
       | interview recently with Dwarkesh Patel, pieces here and there was
       | about the circuit tracing insights.
       | 
       | https://www.dwarkesh.com/p/sholto-trenton-2 -- search the
       | transcript for "circuit" for the quick bits.
       | 
       | Eg, "If you look at the circuit, you can see that it's not
       | actually doing any of the math, it's paying attention to that you
       | think the answer's four and then it's reasoning backwards about
       | how it can manipulate the intermediate computation to give you an
       | answer of four."
       | 
       | https://transformer-circuits.pub/
        
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       (page generated 2025-05-29 23:00 UTC)