Project ideas from Hacker News discussions.

Can you reverse engineer an ASIC?

📝 Discussion Summary (Click to expand)

Summary of Top Themes

Theme Key Takeaway Representative Quote
1. Extracting netlists from GDS layouts Industry tools can turn a GDS file into a SPICE‑compatible netlist, but the hardest part is figuring out the chip’s actual functionality. “Practically No, the stack‑up of metal layers often hides the gate structures… The hardest part will be reverse engineering the functionality.” – Joel_Mckay
2. Hardware reverse‑engineering techniques High‑resolution microscopy, focussed‑ion‑beam (FIB) slicing, and X‑ray tomography are viable (though costly) ways to probe and reconstruct a chip’s internals. “FIBs are also used to test modifications before doing a respin. I'm still in awe that matter can be manipulated so precisely.” – mentat
3. Geopolitical worries about chip cloning Concerns that advanced GPUs (e.g., Nvidia) could be copied by state actors, especially when cheap consumer cards are shipped abroad. “You can do this. If you commit the whole next month to it you'll make quite some progress. But you won't.” – inigyou (referring to the ease of acquiring and proliferating Nvidia chips)

These three themes capture the dominant viewpoints in the discussion: the practicality (and limits) of extracting circuit information from layout files, the suite of physical techniques available for chip‑level inspection, and the broader strategic anxieties around intellectual‑property theft in the semiconductor market.


🚀 Project Ideas

[Permutation Decypher Community Hub]

Summary

  • Crowdsourced write‑ups and auto‑solvers for permutation‑deciphering puzzles.
  • Live community leaderboard and exportable solution reports.

Details

Key Value
Target Audience Competitive puzzle solvers, cryptography hobbyists, CS students
Core Feature Live solver, community leaderboard, exportable solution
Tech Stack React front‑end, Node.js API, Python ML model (HuggingFace), PostgreSQL
Difficulty Medium
Monetization Revenue-ready: Freemium with premium puzzle packs

Notes

  • Directly addresses the comment “looks like they didn't post any blog post about 2nd NN challenge” and the desire for tractable permutation challenges.
  • Provides a hub where users can share, discuss, and compete on permutation decode puzzles, likely sparking strong community engagement on HN.

[GDS-to-Spice Cloud Extractor]

Summary

  • SaaS that converts GDSII layout files into SPICE netlists with parasitic extraction.
  • Eliminates manual LVS diff and speeds up circuit simulation prep.

Details

Key Value
Target Audience IC layout engineers, small‑foundry founders, hobbyist chip designers
Core Feature Upload GDS → instant SPICE netlist with parasitic extraction
Tech Stack AWS Lambda (Python), gdsfactory parser, Ngspice generator, React UI, Docker
Difficulty High
Monetization Revenue-ready: Pay‑per‑upload or monthly subscription

Notes

  • Mirrors the repeated request for an “Extract‑SPICE” tool; users expressed frustration over manual extraction workflows.
  • Offers immediate practical utility for anyone working with chip layouts, likely to generate discussion about automation in semiconductor design.

[AI Chip Reverse Engineer Studio]

Summary

  • AI‑driven platform that analyzes decapped chip micrographs (SEM/FIB) and generates schematic drafts/netlists.
  • Turns visual chip inspection into a fast, interpretable output.

Details

Key Value
Target Audience Reverse‑engineering hobbyists, university labs, security researchers
Core Feature AI analyzes decapped chip images → schematic and netlist draft
Tech Stack PyTorch Vision Transformer, OpenCV preprocessing, KiCad exporter, FastAPI backend, Vue front‑end
Difficulty High
Monetization Revenue-ready: Credit‑based subscription

Notes

  • Responds to calls for “something like an Extract‑SPICE tool” and “high‑energy photon sources” that can scan chips, suggesting AI can fill that gap.
  • Potential to democratize chip reverse engineering for non‑experts, aligning with HN interest in practical, cutting‑edge tools.

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