From 631fd18eec335524cfcf13787365dd242632a631 Mon Sep 17 00:00:00 2001 From: Aadarsh Agarwal Date: Wed, 29 Jul 2026 12:33:49 -0400 Subject: [PATCH] Number training rewards and condense research contracts --- arxiv/main.tex | 131 +++++++++++++++------------------------ assets/pixcell-paper.pdf | Bin 2382737 -> 2384635 bytes 2 files changed, 51 insertions(+), 80 deletions(-) diff --git a/arxiv/main.tex b/arxiv/main.tex index 6fca563d..e2104089 100644 --- a/arxiv/main.tex +++ b/arxiv/main.tex @@ -827,19 +827,22 @@ \subsection{Training with verifier-derived signals} B(c) &= \frac{\max\{0,T(c)-T(c_{\mathrm{rect}})\}} {\max\{1-T(c_{\mathrm{rect}}),0.3\}}. \end{align*} +\begin{subequations}\label{eq:rlreward} \begin{samepage} For $x_0=1$, $N(x;x_0)$ is defined as zero. When $J_{\mathrm{rect}}<0.95$, the training reward is \begin{align} R ={}& 0.05 + 0.40N(J;J_{\mathrm{rect}}) \nonumber\\ &+ 0.15N(D;D_{\mathrm{rect}}) + 0.40B(c). -\label{eq:rlreward} +\label{eq:rlreward-general} \end{align} \end{samepage} For rectangle-like targets with $J_{\mathrm{rect}}\geq0.95$, the reward is -\[ +\begin{equation} R = 0.05 + 0.40J + 0.15D + 0.40T(c). -\] +\label{eq:rlreward-rectangle} +\end{equation} +\end{subequations} The rectangle baseline removes geometric credit for filling the target bounding box. The boundary term provides a signal for count and boundary changes that may not yet improve overlap. @@ -887,83 +890,51 @@ \subsection{Training with verifier-derived signals} representation curriculum while leaving substantial room between the trained policy and the coding agents of Sec.~\ref{sec:results}. -\section{Research contracts}\label{sec:conclusion} - -The same separation between open-ended search and deterministic measurement -also structures follow-on work. A research contract freezes five elements -before execution: a question, acceptance tests, required evidence, a verdict -procedure, and a claim boundary. Researchers or agents choose how to pursue -the objective; an independent gate settles it by recomputing the declared -measurements from retained artifacts. Four contracts are currently open: -RC-01, shape-aware visual verification; RC-02, process-faithful 2D-to-3D -retargeting; RC-03, a representation and scale dataset; and RC-04, the -smallest qualifying open model. Complete gates, evidence manifests, failure -taxonomies, claim boundaries, and bounty terms are versioned under -\texttt{research-contracts/}. Through the -\href{https://pixcell.qpaig.com/\#research-contracts}{PixCell project page}, -a researcher or agent can inspect the frozen terms, claim a funded contract, -work against the released PixCell environment and versioned fixtures, and -submit the required evidence bundle. The marketplace maintains live claim -state and funding; issuer-side recomputation determines settlement. - -PixCell formulates visual photonic component authoring as executable program -synthesis under deterministic verification. Across 26 coding-agent -configurations and eight blind targets, the system produces 208 programs, -of which 193 satisfy the source contract. The strongest configurations -reach mean IoU values of $0.974$ and $0.955$. The iterative API record -explains why verification matters beyond final scoring: only $12.7\%$ of -first seeds are best, and best-of-five revision improves $18.3\%$ over the -first turn. A cheap verifier turns additional inference into a controlled -choice among executable artifacts. - -The principal value of the output is its representation. A reconstructed -program records how geometry is assembled and exposes coordinates that can -be changed after visual matching. Both MZI reconstructions use this freedom -to fold the delay path and meet the $8.0$\,nm FSR and footprint gates on -three stack models. Fixed polygons fail every off-diagonal transfer. The -broader fixed-interface experiment is deliberately balanced: reconstructed -programs pass 21 of 30 cases and library PCells pass 22, with 23 paired -agreements. Neither representation class dominates. Retargetability follows -from the reachable geometries exposed by a particular program. - -Physical evaluation determines what can be claimed about those geometries. -The analytic evaluator predicts the tested MZI fringe spacing within -$2.9\%$ of broadband FDTD, yet overestimates the SiN directional-coupler -ratio by $5.5\times$. Sidewall tilt then changes the coupler response by -nearly its full range while a mirror-symmetric splitter remains balanced -within $0.0072$. These results define a hierarchy of evidence: calibrated -IoU verifies reconstruction, local solvers support inexpensive -retargeting, and full-wave models test optical behavior and fabrication -variables that the two-dimensional layout does not contain. - -The same executable verifier supplies a training reward. Run B adapts -Qwen3.6-35B-A3B from its raw base checkpoint through 150 GRPO steps without -supervised demonstrations or critic feedback. A direct draw on the -training-excluded paper figures reaches mean IoU $0.228$ and mean -best-of-eight IoU $0.467$. In the attempt-measure-revise loop, mean champion -IoU rises from $0.422$ after the initial attempts to $0.491$ after three -revision rounds. This establishes that deterministic geometric rewards can -produce cross-figure transfer in an open-weight model. The record contains -one training lineage and does not estimate variation across independent -training runs. - -The current evidence covers eight components, one retained -coding-agent run per matrix cell, simplified stack models, and selected -full-wave fixtures. F8 also lacks a recovered bibliographic source. The next -experiments should add replicated agent runs, broader and fully sourced -component families, typed port and connectivity checks, enforced foundry -rules, anisotropic material models, and untouched training evaluations. -These extensions preserve and strengthen the central mechanism: agents -search over executable component programs, while deterministic tools measure -the resulting artifacts. - -PixCell therefore establishes a visual interface to photonic component -creation that remains compatible with programmatic circuit design. The -agent recovers an editable construction from pixels, the conductor verifies -it at absolute physical scale, and the resulting variables connect visual -reconstruction to stack-specific evaluation and learning. This combination -provides a practical foundation for multimodal agents that author, test, and -retarget photonic components through code. +\section{Conclusion and research contracts}\label{sec:conclusion} + +PixCell establishes a visual-to-executable interface for photonic component +creation. Multimodal coding agents recover parametric programs from calibrated +silhouettes, deterministic verification makes those programs measurable, and +their live variables connect reconstruction to cross-stack evaluation. The +same executable relationship enables synthetic dataset creation and +verifier-derived training. These results connect representation, verification, +retargeting, simulation, and training through one program interface. + +The results leave four research directions that matter directly to what +PixCell can establish. We release them as research contracts. The paper records +their purpose, while the versioned contract files define the current tests, +evidence requirements, and claim boundaries: +\begin{enumerate} +\item \textbf{RC-01, shape-aware visual verification,} extends geometric scoring so +structurally correct reconstructions can be separated from visually similar +shortcuts. This matters because verification guides reconstruction, selection, +and training throughout PixCell. +\item \textbf{RC-02, process-faithful 2D-to-3D retargeting,} carries editable programs +into fuller stack and fabrication models. This connects the parametric freedom +demonstrated in Sec.~\ref{sec:pdk} to physical conclusions beyond +simplified two-dimensional geometry. +\item \textbf{RC-03, representation and scale dataset,} expands the data linking +topology, physical-scale evidence, and executable construction. This supports +controlled study of what a model learns from pixels, calibration, and program +structure. +\item \textbf{RC-04, smallest qualifying open model,} maps how model scale +affects reconstruction across the representation curriculum. This extends the +single open-weight training lineage studied here towards smaller, +reproducible systems. +\end{enumerate} + +The current versioned terms, evidence requirements, and executable verdict +logic for these directions are released under +\href{https://github.com/QPG-MIT/PixCell/tree/main/research-contracts} +{\texttt{research-contracts/}}. The +\href{https://pixcell.qpaig.com/\#research-contracts}{PixCell project page} +shows live funding and claim state, links each specification, and provides the +claim controls. A claimant signs in through GitHub and selects an available +contract, or opens a claim-request issue in the repository. Issuer-side +recomputation of the required evidence determines settlement. The contracts +therefore extend PixCell's central separation to follow-on work: researchers +and agents choose how to search, while frozen evidence and independent +recomputation determine what can be claimed. \paragraph*{Data and code availability.} The PixCell implementation, benchmark fixtures, 208 reconstruction programs, conductor measurements, diff --git a/assets/pixcell-paper.pdf b/assets/pixcell-paper.pdf index 25a46d629c9ec4c15a7ca68868fefbc3de09b81e..adf4eab20fa1856d0b37641623981945978d59ac 100644 GIT binary patch delta 61847 zcmV(`K-0gGw~+z+#gPGkgaL#Cgad>Ggaw2Kga?EOgb9QSgbRcWgbjoagb#!egb{=i zgcF1mgcXDqgcpPugc*bygd2n$gdKz)gdc<;gdwydyi@`+IhVdvB0?(;n=ID*#XkLd zk|zQGD%x131*ipRU$5b-nRVtv;}RXIz5F= z8DV7Fzd`mSeE|#p@>@_Qx-{e4?|+f{^!8t;zr()_9xM?6KBv7)0P+W8S~_T7VAM{) zKJfbkz#E>Qj5ZbWJW`;?WnH(d(wlbP>=(7SXRYA3yTamESTuV0q*VGVrtt_rLJ0X0 zzE^2Z`>ii&RygB-x9Wm3Er93}P~95(20x1CTaBxD1J8X(-@xaPe(Ey>uK0BNNi%3H?UjFDD&lsOP=G0CfY?CLf-8&rSx3lMszIPG 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