WP30: E6 two-node core measured (324 runs), analysis/break-even figure, network results section, collection scripts

modified STATUS.md +8 −5

		`@@ -1,8 +1,11 @@`
1	1	# STATUS.md — WP30
2	2
3		−Phase: 3→4 complete (harness + live inference + cache correctness suite 12/12), 5 in progress (text methods implemented, smoke-tested), 6 pending
4		−Completed gates: Phase 0 (environment, scope), Phase 1 (literature audit: 34 sources, 3 audit files), Phase 2 (datasets: 800 items, keys isolated, 0 cross-split duplicates), Phase 3 (E0 smoke: 114 trials, real generation), Phase 4 (tests/test_cache_correctness.py 12 passed)
5		−Current task: pilot config, Llama receiver smoke, chain/fan-in smoke, remote worker (M3U96b) for E2/E6
	3	+Phase: 8 (core single-handoff campaign running) — protocol frozen 2026-10-30 04:32 UTC, hash 404c52b34d964693…
	4	+Completed gates: 0 environment · 1 literature (34 sources) · 2 datasets (800 items, keys isolated) · 3 live inference · 4 cache correctness (12/12) ·
	5	+5 text/evidence methods (A0–A8) · 6 advanced methods (B5/B6 faithful re-implementations; linear mapper v1/v2 trained on M3U96b; SwaT/C2C/LatentMAS/H2O/Compaction audited, not run) ·
	6	+7 pilot (E1_pilot 1 037 trials dev; E3_pilot/v2; E4_pilot; ED_hosted_pilot) + freeze
	7	+Running: E1_core Qwen shard (laptop, started 04:32 UTC); E4_pilot (M3U96a, finishing); ED_hosted_pilot (M3U96b)
	8	+Queued: E1_core Llama shard (M3U96a) · E6_core (M3U96a→M3U96b) · E4_core, E5_core, E3_core(+sender) (M3U96b) · ED_hosted_core · E8 router eval · analysis · paper
6	9	Blockers: none
7		−Resume: `source .venv/bin/activate && python -m wp30 run --config configs/pilot.yaml --resume`
8		−Run IDs so far: E0_smoke (runs/raw/E0_smoke.jsonl)
	10	+Resume commands: laptop `python -m wp30 run --config configs/core_qwen.yaml --resume`; M3U96a `python -m wp30 run --config configs/core_llama.yaml --resume`;
	11	+M3U96b `python -m wp30.cli_extra chains configs/chains_core.yaml --resume`, `fanin configs/fanin_core.yaml --resume`, `python -m wp30 run --config configs/core_transfer.yaml --resume`

modified paper/sections/results.tex +12 −1

		`@@ -1,3 +1,14 @@`
1	1	\section{Results}
2	2	\label{sec:results}
3		−To be written from results.
	3	+\input{tables/numbers}
	4	+All numbers in this section are computed from the released per-attempt records by \texttt{src/wp30/analysis/analyze.py}; every table
	5	+cell and plotted point resolves to run identifiers through \texttt{results/provenance.json}. Quality is accuracy for the synthetic and
	6	+executable families and LongBench F1 for the public subsets; intervals are 95\,\% document-level cluster-bootstrap intervals; test
	7	+statistics follow the registered plan (Section~\ref{sec:protocol}). Scheduled core trials: \nCoreTrials.
	8	+
	9	+\input{sections/results_frontier}
	10	+\input{sections/results_transfer}
	11	+\input{sections/results_handoffs}
	12	+\input{sections/results_fanin}
	13	+\input{sections/results_network}
	14	+\input{sections/results_hosted}

added paper/sections/results_fanin.tex +1 −0

		`@@ -0,0 +1 @@`
	1	+% pending

added paper/sections/results_frontier.tex +1 −0

		`@@ -0,0 +1 @@`
	1	+% pending

added paper/sections/results_handoffs.tex +1 −0

		`@@ -0,0 +1 @@`
	1	+% pending

added paper/sections/results_hosted.tex +1 −0

		`@@ -0,0 +1 @@`
	1	+% pending

added paper/sections/results_network.tex +49 −0

		`@@ -0,0 +1,49 @@`
	1	+\subsection{Two-node reuse and locality (E2/E6)}
	2	+\label{sec:network}
	3	+Figure~\ref{fig:breakeven} and Table~\ref{tab:network} report genuine two-node measurements: the sender node (M3U96a) prefills a
	4	+test document with Qwen2.5-3B, serializes the cache with its manifest, optionally quantizes or compresses it, and sends it over the
	5	+LAN to a receiver worker (M3U96b) that checks the manifest, installs the cache, prefills only the fresh question and decodes the
	6	+answer; the alternative sends the token ids and lets the worker prefill the whole document. Each point is the median of 18 runs
	7	+(6 test documents $\times$ 3 repeats, after one warm-up on both ends); the effective transport rate was
	8	+\EsixBONoneEZZZGbps{}~Gb/s on a link that iperf3 measured at 0.94~Gb/s.
	9	+
	10	+\begin{figure}[t]\centering
	11	+\includegraphics[width=\textwidth]{fig6_breakeven.pdf}
	12	+\caption{Reuse/network break-even. Left: measured round trip to a remote answer (medians, p25--p75 bars) for moving the native bf16 cache
	13	+(B1), the zstd-compressed cache, the 8-bit and 4-bit packed caches (B2), versus sending the text and prefilling remotely; the grey line is
	14	+the sender's own local prefill for scale. Right: analytic transfer time from the measured bandwidth (solid) and a hypothetical 10~Gb/s link
	15	+(dashed) against the measured remote prefill slope. Qwen2.5-3B; synthetic test documents; M3U96a $\to$ M3U96b.}\label{fig:breakeven}
	16	+\end{figure}
	17	+
	18	+\begin{table}[t]\centering\scriptsize
	19	+\caption{Two-node transfer (medians of 18 runs; ms unless stated). ``Send'' is the sender-side socket time; ``load'' is manifest check plus
	20	+deserialization at the worker; the round trip includes the worker's fresh-query prefill and 32 decoded tokens. 4-bit rows transfer a cache
	21	+that yields quality~0 for Qwen2.5 (Section~\ref{sec:results-frontier}) and are shown only for byte and time accounting.}\label{tab:network}
	22	+\begin{tabular}{@{}llrrrrr@{}}\toprule
	23	+Context class & Representation & payload (MB) & send & load & remote prefill & round trip \\\midrule
	24	+2k & text $\to$ remote prefill & 0.01 & -- & -- & \EsixTextRemotePrefillNoneTZZZPrefill & \EsixTextRemotePrefillNoneTZZZRt \\
	25	+2k & B1 bf16 cache & \EsixBONoneTZZZBytes & \EsixBONoneTZZZSend & \EsixBONoneTZZZLoad & 0 & \EsixBONoneTZZZRt \\
	26	+2k & B2 8-bit cache & \EsixBTENoneTZZZBytes & \EsixBTENoneTZZZSend & \EsixBTENoneTZZZLoad & 0 & \EsixBTENoneTZZZRt \\
	27	+8k & text $\to$ remote prefill & 0.03 & -- & -- & \EsixTextRemotePrefillNoneEZZZPrefill & \EsixTextRemotePrefillNoneEZZZRt \\
	28	+8k & B1 bf16 cache & \EsixBONoneEZZZBytes & \EsixBONoneEZZZSend & \EsixBONoneEZZZLoad & 0 & \EsixBONoneEZZZRt \\
	29	+8k & B2 8-bit cache & \EsixBTENoneEZZZBytes & \EsixBTENoneEZZZSend & \EsixBTENoneEZZZLoad & 0 & \EsixBTENoneEZZZRt \\
	30	+16k (${\approx}$11k tokens) & text $\to$ remote prefill & 0.06 & -- & -- & \EsixTextRemotePrefillNoneOSZZZPrefill & \EsixTextRemotePrefillNoneOSZZZRt \\
	31	+16k & B1 bf16 cache & \EsixBONoneOSZZZBytes & \EsixBONoneOSZZZSend & \EsixBONoneOSZZZLoad & 0 & \EsixBONoneOSZZZRt \\
	32	+16k & B2 8-bit cache & \EsixBTENoneOSZZZBytes & \EsixBTENoneOSZZZSend & \EsixBTENoneOSZZZLoad & 0 & \EsixBTENoneOSZZZRt \\\bottomrule
	33	+\end{tabular}
	34	+\end{table}
	35	+
	36	+Three observations follow. First, the serialized bf16 cache is three to four orders of magnitude larger than the text it replaces
	37	+(\EsixBONoneEZZZBytes{}~MB versus 29~kB at 8k tokens), and zstd recovers only ${\approx}20$\,\% of it (high-entropy payload; H8), while packed
	38	+8-bit quantization halves it. Second, on this link and with this receiver, moving the cache is nevertheless \emph{faster} than re-reading
	39	+the text at every context length we measured: at 8k tokens the bf16 transfer answers in \EsixBONoneEZZZRt{}~ms against
	40	+\EsixTextRemotePrefillNoneEZZZRt{}~ms for remote prefill, and the 8-bit cache in \EsixBTENoneEZZZRt{}~ms, because the M3~Ultra receiver prefills
	41	+Qwen2.5-3B at ${\approx}0.44$~ms per token (\EsixTextRemotePrefillNoneEZZZPrefill{}~ms for 8k) whereas 1~GbE moves the per-token cache
	42	+(${\approx}26$~kB bf16, ${\approx}14$~kB at 8 bits) in ${\approx}0.23$ and ${\approx}0.12$~ms. The break-even therefore depends on the ratio
	43	+of receiver prefill time to link time per token, which the right panel makes explicit: a faster receiver (the laptop prefills 8k tokens in
	44	+${\approx}1$~s) or a slower link would move the crossing to longer contexts, and a 10~Gb/s link would make transfer dominant everywhere. Third,
	45	+the cost of building the cache is paid by the sender and is counted once per document: when the cache is reused for $N$ queries at the
	46	+receiver, the per-query cost is the fresh-query prefill plus decoding (${\approx}$\EsixBONoneEZZZLoad{}~ms load and ${\approx}190$~ms to the
	47	+first token at 8k), while the text alternative pays the full prefill on each cold query unless the receiver keeps its own cache---at which
	48	+point the two strategies converge and the question becomes where to schedule the work. Equation~\eqref{eq:amortized} with the measured
	49	+components gives the break-even reuse count for any bandwidth; these are measured points on one link, not a universal bound.

added paper/sections/results_transfer.tex +1 −0

		`@@ -0,0 +1 @@`
	1	+% pending

added paper/tables/numbers.tex +268 −0

		`@@ -0,0 +1,268 @@`
	1	+% auto-generated by wp30.analysis.numbers — do not edit
	2	+\newcommand{\nCoreTrials}{3,560}
	3	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAZ}{0}
	4	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAZ}{0}
	5	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAZ}{0}
	6	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAZ}{0}
	7	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAZ}{50}
	8	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAZ}{50}
	9	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAO}{99}
	10	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAO}{97}
	11	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAO}{100}
	12	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAO}{29,157}
	13	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAO}{973}
	14	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAO}{973}
	15	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOT}{21}
	16	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOT}{17}
	17	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOT}{24}
	18	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOT}{2,244}
	19	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOT}{112}
	20	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOT}{108}
	21	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTAware}{97}
	22	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTAware}{95}
	23	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTAware}{99}
	24	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTAware}{1,368}
	25	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTAware}{209}
	26	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTAware}{207}
	27	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTBlind}{38}
	28	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTBlind}{35}
	29	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTBlind}{39}
	30	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTBlind}{1,247}
	31	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTBlind}{158}
	32	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSATBudgetTokensFOTBlind}{152}
	33	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{94}
	34	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{88}
	35	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{98}
	36	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{382}
	37	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{3,078}
	38	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{190}
	39	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{38}
	40	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{28}
	41	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{48}
	42	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{1,424}
	43	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{7,451}
	44	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{132}
	45	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{100}
	46	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{100}
	47	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{100}
	48	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{118}
	49	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{2,195}
	50	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTAware}{179}
	51	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{16}
	52	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{13}
	53	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{18}
	54	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{828}
	55	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{8,171}
	56	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAFBudgetTokensFOTBlind}{85}
	57	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASBudgetTokensFOTMaxFetchBytesTZZZMaxLookupsSBlind}{17}
	58	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASBudgetTokensFOTMaxFetchBytesTZZZMaxLookupsSBlind}{14}
	59	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASBudgetTokensFOTMaxFetchBytesTZZZMaxLookupsSBlind}{21}
	60	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASBudgetTokensFOTMaxFetchBytesTZZZMaxLookupsSBlind}{636}
	61	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASBudgetTokensFOTMaxFetchBytesTZZZMaxLookupsSBlind}{176}
	62	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASBudgetTokensFOTMaxFetchBytesTZZZMaxLookupsSBlind}{176}
	63	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASCodecZstd}{99}
	64	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASCodecZstd}{97}
	65	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASCodecZstd}{100}
	66	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASCodecZstd}{2,725}
	67	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASCodecZstd}{1,042}
	68	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSASCodecZstd}{1,042}
	69	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAEBudgetTokensFOTBlind}{13}
	70	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAEBudgetTokensFOTBlind}{8}
	71	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAEBudgetTokensFOTBlind}{18}
	72	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAEBudgetTokensFOTBlind}{2,571}
	73	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAEBudgetTokensFOTBlind}{1,328}
	74	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSAEBudgetTokensFOTBlind}{162}
	75	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBZ}{99}
	76	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBZ}{97}
	77	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBZ}{100}
	78	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBZ}{215,449,381}
	79	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBZ}{1,806}
	80	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBZ}{189}
	81	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBO}{99}
	82	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBO}{97}
	83	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBO}{100}
	84	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBO}{215,486,273}
	85	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBO}{1,661}
	86	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBO}{214}
	87	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsF}{0}
	88	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsF}{0}
	89	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsF}{0}
	90	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsF}{60,635,200}
	91	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsF}{1,794}
	92	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsF}{747}
	93	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsE}{99}
	94	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsE}{97}
	95	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsE}{100}
	96	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsE}{114,502,809}
	97	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsE}{1,281}
	98	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTBitsE}{180}
	99	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTKeepFracZTF}{21}
	100	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTKeepFracZTF}{18}
	101	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTKeepFracZTF}{23}
	102	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTKeepFracZTF}{53,874,493}
	103	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTKeepFracZTF}{1,244}
	104	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBTKeepFracZTF}{126}
	105	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTF}{0}
	106	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTF}{0}
	107	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTF}{0}
	108	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTF}{53,874,488}
	109	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTF}{1,735}
	110	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTF}{678}
	111	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFAware}{76}
	112	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFAware}{70}
	113	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFAware}{82}
	114	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFAware}{53,874,532}
	115	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFAware}{1,609}
	116	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFAware}{140}
	117	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFBlind}{12}
	118	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFBlind}{7}
	119	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFBlind}{18}
	120	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFBlind}{53,874,533}
	121	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFBlind}{1,387}
	122	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBFKeepFracZTFBlind}{106}
	123	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBSKeepFracZTFAware}{65}
	124	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBSKeepFracZTFAware}{59}
	125	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBSKeepFracZTFAware}{71}
	126	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBSKeepFracZTFAware}{53,874,422}
	127	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBSKeepFracZTFAware}{1,842}
	128	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBSKeepFracZTFAware}{544}
	129	+\newcommand{\QSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBNBitsEKeepFracZTFPolicyAttentionAware}{77}
	130	+\newcommand{\QloSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBNBitsEKeepFracZTFPolicyAttentionAware}{71}
	131	+\newcommand{\QhiSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBNBitsEKeepFracZTFPolicyAttentionAware}{83}
	132	+\newcommand{\BSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBNBitsEKeepFracZTFPolicyAttentionAware}{28,646,537}
	133	+\newcommand{\TcoldSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBNBitsEKeepFracZTFPolicyAttentionAware}{1,316}
	134	+\newcommand{\TwarmSyntheticQwenTFTBInstructBfOSQwenTFTBInstructBfOSBNBitsEKeepFracZTFPolicyAttentionAware}{148}
	135	+\newcommand{\DiffTO}{-21.8}
	136	+\newcommand{\LoTO}{-31.8}
	137	+\newcommand{\HiTO}{-12.4}
	138	+\newcommand{\PTO}{0.000}
	139	+\newcommand{\NTO}{170}
	140	+\newcommand{\DiffTT}{+0.0}
	141	+\newcommand{\LoTT}{+0.0}
	142	+\newcommand{\HiTT}{+0.0}
	143	+\newcommand{\PTT}{1.000}
	144	+\newcommand{\NTT}{165}
	145	+\newcommand{\DiffTT}{-98.8}
	146	+\newcommand{\LoTT}{-100.0}
	147	+\newcommand{\HiTT}{-97.0}
	148	+\newcommand{\PTT}{0.000}
	149	+\newcommand{\NTT}{165}
	150	+\newcommand{\DiffTF}{+55.8}
	151	+\newcommand{\LoTF}{+49.1}
	152	+\newcommand{\HiTF}{+62.4}
	153	+\newcommand{\PTF}{0.000}
	154	+\newcommand{\NTF}{165}
	155	+\newcommand{\DiffTS}{+0.0}
	156	+\newcommand{\LoTS}{+0.0}
	157	+\newcommand{\HiTS}{+0.0}
	158	+\newcommand{\PTS}{1.000}
	159	+\newcommand{\NTS}{170}
	160	+\newcommand{\EsixBONoneTZZZRt}{1,141}
	161	+\newcommand{\EsixBONoneTZZZBytes}{72}
	162	+\newcommand{\EsixBONoneTZZZSend}{583}
	163	+\newcommand{\EsixBONoneTZZZPrefill}{--}
	164	+\newcommand{\EsixBONoneTZZZLoad}{14}
	165	+\newcommand{\EsixBONoneTZZZGbps}{0.93}
	166	+\newcommand{\EsixBONoneEZZZRt}{2,667}
	167	+\newcommand{\EsixBONoneEZZZBytes}{215}
	168	+\newcommand{\EsixBONoneEZZZSend}{1,806}
	169	+\newcommand{\EsixBONoneEZZZPrefill}{--}
	170	+\newcommand{\EsixBONoneEZZZLoad}{40}
	171	+\newcommand{\EsixBONoneEZZZGbps}{0.92}
	172	+\newcommand{\EsixBONoneOSZZZRt}{4,453}
	173	+\newcommand{\EsixBONoneOSZZZBytes}{406}
	174	+\newcommand{\EsixBONoneOSZZZSend}{3,434}
	175	+\newcommand{\EsixBONoneOSZZZPrefill}{--}
	176	+\newcommand{\EsixBONoneOSZZZLoad}{73}
	177	+\newcommand{\EsixBONoneOSZZZGbps}{0.92}
	178	+\newcommand{\EsixBOZstdTZZZRt}{1,085}
	179	+\newcommand{\EsixBOZstdTZZZBytes}{72}
	180	+\newcommand{\EsixBOZstdTZZZSend}{444}
	181	+\newcommand{\EsixBOZstdTZZZPrefill}{--}
	182	+\newcommand{\EsixBOZstdTZZZLoad}{84}
	183	+\newcommand{\EsixBOZstdTZZZGbps}{0.92}
	184	+\newcommand{\EsixBOZstdEZZZRt}{2,424}
	185	+\newcommand{\EsixBOZstdEZZZBytes}{215}
	186	+\newcommand{\EsixBOZstdEZZZSend}{1,388}
	187	+\newcommand{\EsixBOZstdEZZZPrefill}{--}
	188	+\newcommand{\EsixBOZstdEZZZLoad}{241}
	189	+\newcommand{\EsixBOZstdEZZZGbps}{0.92}
	190	+\newcommand{\EsixBOZstdOSZZZRt}{3,968}
	191	+\newcommand{\EsixBOZstdOSZZZBytes}{406}
	192	+\newcommand{\EsixBOZstdOSZZZSend}{2,647}
	193	+\newcommand{\EsixBOZstdOSZZZPrefill}{--}
	194	+\newcommand{\EsixBOZstdOSZZZLoad}{428}
	195	+\newcommand{\EsixBOZstdOSZZZGbps}{0.92}
	196	+\newcommand{\EsixBTFNoneTZZZRt}{1,747}
	197	+\newcommand{\EsixBTFNoneTZZZBytes}{20}
	198	+\newcommand{\EsixBTFNoneTZZZSend}{139}
	199	+\newcommand{\EsixBTFNoneTZZZPrefill}{--}
	200	+\newcommand{\EsixBTFNoneTZZZLoad}{6}
	201	+\newcommand{\EsixBTFNoneTZZZGbps}{0.91}
	202	+\newcommand{\EsixBTFNoneEZZZRt}{2,231}
	203	+\newcommand{\EsixBTFNoneEZZZBytes}{61}
	204	+\newcommand{\EsixBTFNoneEZZZSend}{483}
	205	+\newcommand{\EsixBTFNoneEZZZPrefill}{--}
	206	+\newcommand{\EsixBTFNoneEZZZLoad}{15}
	207	+\newcommand{\EsixBTFNoneEZZZGbps}{0.91}
	208	+\newcommand{\EsixBTFNoneOSZZZRt}{2,873}
	209	+\newcommand{\EsixBTFNoneOSZZZBytes}{114}
	210	+\newcommand{\EsixBTFNoneOSZZZSend}{939}
	211	+\newcommand{\EsixBTFNoneOSZZZPrefill}{--}
	212	+\newcommand{\EsixBTFNoneOSZZZLoad}{24}
	213	+\newcommand{\EsixBTFNoneOSZZZGbps}{0.92}
	214	+\newcommand{\EsixBTENoneTZZZRt}{1,052}
	215	+\newcommand{\EsixBTENoneTZZZBytes}{38}
	216	+\newcommand{\EsixBTENoneTZZZSend}{293}
	217	+\newcommand{\EsixBTENoneTZZZPrefill}{--}
	218	+\newcommand{\EsixBTENoneTZZZLoad}{10}
	219	+\newcommand{\EsixBTENoneTZZZGbps}{0.91}
	220	+\newcommand{\EsixBTENoneEZZZRt}{1,676}
	221	+\newcommand{\EsixBTENoneEZZZBytes}{115}
	222	+\newcommand{\EsixBTENoneEZZZSend}{942}
	223	+\newcommand{\EsixBTENoneEZZZPrefill}{--}
	224	+\newcommand{\EsixBTENoneEZZZLoad}{25}
	225	+\newcommand{\EsixBTENoneEZZZGbps}{0.91}
	226	+\newcommand{\EsixBTENoneOSZZZRt}{2,682}
	227	+\newcommand{\EsixBTENoneOSZZZBytes}{216}
	228	+\newcommand{\EsixBTENoneOSZZZSend}{1,804}
	229	+\newcommand{\EsixBTENoneOSZZZPrefill}{--}
	230	+\newcommand{\EsixBTENoneOSZZZLoad}{43}
	231	+\newcommand{\EsixBTENoneOSZZZGbps}{0.91}
	232	+\newcommand{\EsixTextRemotePrefillNoneTZZZRt}{1,567}
	233	+\newcommand{\EsixTextRemotePrefillNoneTZZZBytes}{0}
	234	+\newcommand{\EsixTextRemotePrefillNoneTZZZSend}{0}
	235	+\newcommand{\EsixTextRemotePrefillNoneTZZZPrefill}{1,160}
	236	+\newcommand{\EsixTextRemotePrefillNoneTZZZLoad}{--}
	237	+\newcommand{\EsixTextRemotePrefillNoneTZZZGbps}{--}
	238	+\newcommand{\EsixTextRemotePrefillNoneEZZZRt}{3,667}
	239	+\newcommand{\EsixTextRemotePrefillNoneEZZZBytes}{0}
	240	+\newcommand{\EsixTextRemotePrefillNoneEZZZSend}{0}
	241	+\newcommand{\EsixTextRemotePrefillNoneEZZZPrefill}{3,241}
	242	+\newcommand{\EsixTextRemotePrefillNoneEZZZLoad}{--}
	243	+\newcommand{\EsixTextRemotePrefillNoneEZZZGbps}{--}
	244	+\newcommand{\EsixTextRemotePrefillNoneOSZZZRt}{7,553}
	245	+\newcommand{\EsixTextRemotePrefillNoneOSZZZBytes}{0}
	246	+\newcommand{\EsixTextRemotePrefillNoneOSZZZSend}{0}
	247	+\newcommand{\EsixTextRemotePrefillNoneOSZZZPrefill}{7,043}
	248	+\newcommand{\EsixTextRemotePrefillNoneOSZZZLoad}{--}
	249	+\newcommand{\EsixTextRemotePrefillNoneOSZZZGbps}{--}
	250	+\newcommand{\EsixLocalPrefillTZZZRt}{--}
	251	+\newcommand{\EsixLocalPrefillTZZZBytes}{--}
	252	+\newcommand{\EsixLocalPrefillTZZZSend}{--}
	253	+\newcommand{\EsixLocalPrefillTZZZPrefill}{944}
	254	+\newcommand{\EsixLocalPrefillTZZZLoad}{--}
	255	+\newcommand{\EsixLocalPrefillTZZZGbps}{--}
	256	+\newcommand{\EsixLocalPrefillEZZZRt}{--}
	257	+\newcommand{\EsixLocalPrefillEZZZBytes}{--}
	258	+\newcommand{\EsixLocalPrefillEZZZSend}{--}
	259	+\newcommand{\EsixLocalPrefillEZZZPrefill}{3,262}
	260	+\newcommand{\EsixLocalPrefillEZZZLoad}{--}
	261	+\newcommand{\EsixLocalPrefillEZZZGbps}{--}
	262	+\newcommand{\EsixLocalPrefillOSZZZRt}{--}
	263	+\newcommand{\EsixLocalPrefillOSZZZBytes}{--}
	264	+\newcommand{\EsixLocalPrefillOSZZZSend}{--}
	265	+\newcommand{\EsixLocalPrefillOSZZZPrefill}{6,912}
	266	+\newcommand{\EsixLocalPrefillOSZZZLoad}{--}
	267	+\newcommand{\EsixLocalPrefillOSZZZGbps}{--}
	268	+\newcommand{\protocolHash}{404c52b34d964693}

modified results/figures/fig2_quality_vs_bytes.pdf +0 −0

Binary file not shown.

modified results/figures/fig2_quality_vs_bytes.png +0 −0

Binary file not shown.

modified results/figures/fig3_quality_vs_latency_memory.pdf +0 −0

Binary file not shown.

modified results/figures/fig3_quality_vs_latency_memory.png +0 −0

Binary file not shown.

modified results/figures/fig4_latency_decomposition.pdf +0 −0

Binary file not shown.

modified results/figures/fig4_latency_decomposition.png +0 −0

Binary file not shown.

added results/figures/fig5_handoffs.pdf +0 −0

Binary file not shown.

added results/figures/fig5_handoffs.png +0 −0

Binary file not shown.

added results/figures/fig6_breakeven.pdf +0 −0

Binary file not shown.

added results/figures/fig6_breakeven.png +0 −0

Binary file not shown.

modified results/figures/figA_quality_vs_bytes_aware.pdf +0 −0

Binary file not shown.

modified results/figures/figA_quality_vs_bytes_aware.png +0 −0

Binary file not shown.

modified results/figures/figA_quality_vs_bytes_blind.pdf +0 −0

Binary file not shown.

modified results/figures/figA_quality_vs_bytes_blind.png +0 −0

Binary file not shown.

modified results/provenance.json +89 −33

		`@@ -1,122 +1,178 @@`
1	1	{
2		− "results/tables/E1_pilot_primary.csv": {
	2	+ "results/tables/E1_core_primary.csv": {
3	3	"sources": [
4		− "runs/raw/E1_pilot.jsonl"
	4	+ "runs/raw/E1_core.jsonl"
5	5	],
6	6	"script": "src/wp30/analysis/analyze.py",
7		− "generated_utc": "2026-10-30T04:16:26.754738Z",
	7	+ "generated_utc": "2026-10-30T05:17:32.110513Z",
8	8	"note": "per-condition quality (cluster bootstrap CI) and resource medians"
9	9	},
10		− "results/tables/E1_pilot_failures.csv": {
	10	+ "results/tables/E1_core_failures.csv": {
11	11	"sources": [
12		− "runs/raw/E1_pilot.jsonl"
	12	+ "runs/raw/E1_core.jsonl"
13	13	],
14	14	"script": "src/wp30/analysis/analyze.py",
15		− "generated_utc": "2026-10-30T04:16:26.760771Z",
	15	+ "generated_utc": "2026-10-30T05:17:32.112093Z",
16	16	"note": "attempt status counts by method"
17	17	},
18		− "results/tables/E1_pilot_by_question_type.csv": {
	18	+ "results/tables/E1_core_by_question_type.csv": {
19	19	"sources": [
20		− "runs/raw/E1_pilot.jsonl"
	20	+ "runs/raw/E1_core.jsonl"
21	21	],
22	22	"script": "src/wp30/analysis/analyze.py",
23		− "generated_utc": "2026-10-30T04:16:27.015267Z",
	23	+ "generated_utc": "2026-10-30T05:17:32.219775Z",
24	24	"note": "synthetic accuracy by question type"
25	25	},
26		− "results/tables/E1_pilot_primary_tests.csv": {
	26	+ "results/tables/E1_core_primary_tests.csv": {
27	27	"sources": [
28		− "runs/raw/E1_pilot.jsonl"
	28	+ "runs/raw/E1_core.jsonl"
29	29	],
30	30	"script": "src/wp30/analysis/analyze.py",
31		− "generated_utc": "2026-10-30T04:16:27.081235Z",
	31	+ "generated_utc": "2026-10-30T05:17:32.256966Z",
32	32	"note": "registered primary comparisons, paired, cluster bootstrap, Holm"
33	33	},
34	34	"results/figures/fig2_quality_vs_bytes.pdf": {
35	35	"sources": [
36		− "runs/raw/E1_pilot.jsonl"
	36	+ "runs/raw/E1_core.jsonl"
37	37	],
38	38	"script": "src/wp30/analysis/analyze.py",
39		− "generated_utc": "2026-10-30T04:16:27.840452Z",
	39	+ "generated_utc": "2026-10-30T05:17:32.489153Z",
40	40	"note": "points = conditions; x = median payload bytes; y = mean quality"
41	41	},
42	42	"results/figures/fig2_quality_vs_bytes.png": {
43	43	"sources": [
44		− "runs/raw/E1_pilot.jsonl"
	44	+ "runs/raw/E1_core.jsonl"
45	45	],
46	46	"script": "src/wp30/analysis/analyze.py",
47		− "generated_utc": "2026-10-30T04:16:28.019470Z",
	47	+ "generated_utc": "2026-10-30T05:17:32.558579Z",
48	48	"note": "points = conditions; x = median payload bytes; y = mean quality"
49	49	},
50	50	"results/figures/figA_quality_vs_bytes_blind.pdf": {
51	51	"sources": [
52		− "runs/raw/E1_pilot.jsonl"
	52	+ "runs/raw/E1_core.jsonl"
53	53	],
54	54	"script": "src/wp30/analysis/analyze.py",
55		− "generated_utc": "2026-10-30T04:16:28.241874Z",
	55	+ "generated_utc": "2026-10-30T05:17:32.683315Z",
56	56	"note": "points = conditions; x = median payload bytes; y = mean quality"
57	57	},
58	58	"results/figures/figA_quality_vs_bytes_blind.png": {
59	59	"sources": [
60		− "runs/raw/E1_pilot.jsonl"
	60	+ "runs/raw/E1_core.jsonl"
61	61	],
62	62	"script": "src/wp30/analysis/analyze.py",
63		− "generated_utc": "2026-10-30T04:16:28.368816Z",
	63	+ "generated_utc": "2026-10-30T05:17:32.785959Z",
64	64	"note": "points = conditions; x = median payload bytes; y = mean quality"
65	65	},
66	66	"results/figures/figA_quality_vs_bytes_aware.pdf": {
67	67	"sources": [
68		− "runs/raw/E1_pilot.jsonl"
	68	+ "runs/raw/E1_core.jsonl"
69	69	],
70	70	"script": "src/wp30/analysis/analyze.py",
71		− "generated_utc": "2026-10-30T04:16:28.531968Z",
	71	+ "generated_utc": "2026-10-30T05:17:32.850894Z",
72	72	"note": "points = conditions; x = median payload bytes; y = mean quality"
73	73	},
74	74	"results/figures/figA_quality_vs_bytes_aware.png": {
75	75	"sources": [
76		− "runs/raw/E1_pilot.jsonl"
	76	+ "runs/raw/E1_core.jsonl"
77	77	],
78	78	"script": "src/wp30/analysis/analyze.py",
79		− "generated_utc": "2026-10-30T04:16:28.682029Z",
	79	+ "generated_utc": "2026-10-30T05:17:32.901784Z",
80	80	"note": "points = conditions; x = median payload bytes; y = mean quality"
81	81	},
82	82	"results/figures/fig3_quality_vs_latency_memory.pdf": {
83	83	"sources": [
84		− "runs/raw/E1_pilot.jsonl"
	84	+ "runs/raw/E1_core.jsonl"
85	85	],
86	86	"script": "src/wp30/analysis/analyze.py",
87		− "generated_utc": "2026-10-30T04:16:28.790718Z",
	87	+ "generated_utc": "2026-10-30T05:17:32.984034Z",
88	88	"note": ""
89	89	},
90	90	"results/figures/fig3_quality_vs_latency_memory.png": {
91	91	"sources": [
92		− "runs/raw/E1_pilot.jsonl"
	92	+ "runs/raw/E1_core.jsonl"
93	93	],
94	94	"script": "src/wp30/analysis/analyze.py",
95		− "generated_utc": "2026-10-30T04:16:28.864644Z",
	95	+ "generated_utc": "2026-10-30T05:17:33.041107Z",
96	96	"note": ""
97	97	},
98	98	"results/figures/fig4_latency_decomposition.pdf": {
99	99	"sources": [
100		− "runs/raw/E1_pilot.jsonl"
	100	+ "runs/raw/E1_core.jsonl"
101	101	],
102	102	"script": "src/wp30/analysis/analyze.py",
103		− "generated_utc": "2026-10-30T04:16:28.935399Z",
	103	+ "generated_utc": "2026-10-30T05:17:33.111092Z",
104	104	"note": ""
105	105	},
106	106	"results/figures/fig4_latency_decomposition.png": {
107	107	"sources": [
108		− "runs/raw/E1_pilot.jsonl"
	108	+ "runs/raw/E1_core.jsonl"
109	109	],
110	110	"script": "src/wp30/analysis/analyze.py",
111		− "generated_utc": "2026-10-30T04:16:28.986377Z",
	111	+ "generated_utc": "2026-10-30T05:17:33.154858Z",
112	112	"note": ""
113	113	},
	114	+ "results/figures/fig5_handoffs.pdf": {
	115	+ "sources": [
	116	+ "runs/raw/E4_pilot.jsonl"
	117	+ ],
	118	+ "script": "src/wp30/analysis/analyze.py",
	119	+ "generated_utc": "2026-10-30T05:17:34.567038Z",
	120	+ "note": "means over documents; chains defined in configs/chains*.yaml"
	121	+ },
	122	+ "results/figures/fig5_handoffs.png": {
	123	+ "sources": [
	124	+ "runs/raw/E4_pilot.jsonl"
	125	+ ],
	126	+ "script": "src/wp30/analysis/analyze.py",
	127	+ "generated_utc": "2026-10-30T05:17:34.616672Z",
	128	+ "note": "means over documents; chains defined in configs/chains*.yaml"
	129	+ },
	130	+ "results/tables/E4_pilot_handoffs.csv": {
	131	+ "sources": [
	132	+ "runs/raw/E4_pilot.jsonl"
	133	+ ],
	134	+ "script": "src/wp30/analysis/analyze.py",
	135	+ "generated_utc": "2026-10-30T05:17:34.663073Z",
	136	+ "note": "repeated handoffs"
	137	+ },
	138	+ "results/tables/E4_pilot_h4_primary_tests.csv": {
	139	+ "sources": [
	140	+ "runs/raw/E4_pilot.jsonl"
	141	+ ],
	142	+ "script": "src/wp30/analysis/analyze.py",
	143	+ "generated_utc": "2026-10-30T05:17:34.672312Z",
	144	+ "note": "registered primary comparisons, paired, cluster bootstrap, Holm"
	145	+ },
	146	+ "results/figures/fig6_breakeven.pdf": {
	147	+ "sources": [
	148	+ "runs/raw/E6_core.jsonl"
	149	+ ],
	150	+ "script": "src/wp30/analysis/analyze.py",
	151	+ "generated_utc": "2026-10-30T05:17:34.765577Z",
	152	+ "note": "left = measured (medians, p25-p75); right = analytic model from measured bandwidth and prefill slope; dashed 10 Gb/s is hypothetical"
	153	+ },
	154	+ "results/figures/fig6_breakeven.png": {
	155	+ "sources": [
	156	+ "runs/raw/E6_core.jsonl"
	157	+ ],
	158	+ "script": "src/wp30/analysis/analyze.py",
	159	+ "generated_utc": "2026-10-30T05:17:34.841447Z",
	160	+ "note": "left = measured (medians, p25-p75); right = analytic model from measured bandwidth and prefill slope; dashed 10 Gb/s is hypothetical"
	161	+ },
	162	+ "results/tables/E6_network.csv": {
	163	+ "sources": [
	164	+ "runs/raw/E6_core.jsonl"
	165	+ ],
	166	+ "script": "src/wp30/analysis/analyze.py",
	167	+ "generated_utc": "2026-10-30T05:17:34.846667Z",
	168	+ "note": "two-node transfer measurements"
	169	+ },
114	170	"results/tables/ED_hosted.csv": {
115	171	"sources": [
116	172	"runs/raw/ED_hosted_pilot.jsonl"
117	173	],
118	174	"script": "src/wp30/analysis/analyze.py",
119		− "generated_utc": "2026-10-30T04:16:29.006067Z",
	175	+ "generated_utc": "2026-10-30T05:17:34.897707Z",
120	176	"note": "hosted receivers; cost estimated from provider price tables"
121	177	}
122	178	}
		\ No newline at end of file

added results/tables/E1_core_by_question_type.csv +65 −0

		`@@ -0,0 +1,65 @@`
	1	+condition,qtype,quality,lo,hi,n
	2	+A0,exact_copy,0.0,0.0,0.0,70
	3	+A0,multi_hop,0.0,0.0,0.0,35
	4	+A0,single_fact,0.0,0.0,0.0,70
	5	+A1,exact_copy,1.0,1.0,1.0,70
	6	+A1,multi_hop,0.9428571428571428,0.8571428571428571,1.0,35
	7	+A1,single_fact,1.0,1.0,1.0,70
	8	+A2\|budget_tokens=512,exact_copy,0.14285714285714285,0.07142857142857142,0.22857142857142856,70
	9	+A2\|budget_tokens=512,multi_hop,0.2,0.08571428571428572,0.34285714285714286,35
	10	+A2\|budget_tokens=512,single_fact,0.2571428571428571,0.17142857142857143,0.34285714285714286,70
	11	+A3\|budget_tokens=512\|aware,exact_copy,1.0,1.0,1.0,70
	12	+A3\|budget_tokens=512\|aware,multi_hop,0.8571428571428571,0.7428571428571429,0.9714285714285714,35
	13	+A3\|budget_tokens=512\|aware,single_fact,1.0,1.0,1.0,70
	14	+A3\|budget_tokens=512\|blind,exact_copy,0.5,0.5,0.5,70
	15	+A3\|budget_tokens=512\|blind,multi_hop,0.8857142857142857,0.7850000000000004,0.9714285714285714,35
	16	+A3\|budget_tokens=512\|blind,single_fact,0.0,0.0,0.0,70
	17	+A4\|budget_tokens=512\|aware,exact_copy,0.8571428571428571,0.7142857142857143,0.9714285714285714,35
	18	+A4\|budget_tokens=512\|aware,single_fact,0.9857142857142858,0.9571428571428572,1.0,70
	19	+A4\|budget_tokens=512\|blind,exact_copy,0.4714285714285714,0.35714285714285715,0.6,70
	20	+A4\|budget_tokens=512\|blind,multi_hop,0.2857142857142857,0.14285714285714285,0.42857142857142855,35
	21	+A4\|budget_tokens=512\|blind,single_fact,0.3142857142857143,0.18571428571428572,0.44285714285714284,70
	22	+A5\|budget_tokens=512\|aware,exact_copy,1.0,1.0,1.0,34
	23	+A5\|budget_tokens=512\|aware,single_fact,1.0,1.0,1.0,68
	24	+A5\|budget_tokens=512\|blind,exact_copy,0.14705882352941177,0.07352941176470588,0.22058823529411764,68
	25	+A5\|budget_tokens=512\|blind,multi_hop,0.14705882352941177,0.029411764705882353,0.2647058823529412,34
	26	+A5\|budget_tokens=512\|blind,single_fact,0.17647058823529413,0.10294117647058823,0.25,68
	27	+A6\|budget_tokens=512\|max_fetch_bytes=2000\|max_lookups=6\|blind,exact_copy,0.1323529411764706,0.07352941176470588,0.22058823529411764,68
	28	+A6\|budget_tokens=512\|max_fetch_bytes=2000\|max_lookups=6\|blind,multi_hop,0.14705882352941177,0.029411764705882353,0.2647058823529412,34
	29	+A6\|budget_tokens=512\|max_fetch_bytes=2000\|max_lookups=6\|blind,single_fact,0.22058823529411764,0.1323529411764706,0.3235294117647059,68
	30	+A7\|codec=zstd,exact_copy,1.0,1.0,1.0,68
	31	+A7\|codec=zstd,multi_hop,0.9411764705882353,0.8529411764705882,1.0,34
	32	+A7\|codec=zstd,single_fact,1.0,1.0,1.0,68
	33	+A8\|budget_tokens=512\|blind,exact_copy,0.10294117647058823,0.04411764705882353,0.17647058823529413,68
	34	+A8\|budget_tokens=512\|blind,multi_hop,0.0,0.0,0.0,34
	35	+A8\|budget_tokens=512\|blind,single_fact,0.22058823529411764,0.1323529411764706,0.3312499999999997,68
	36	+B0,exact_copy,1.0,1.0,1.0,68
	37	+B0,multi_hop,0.9411764705882353,0.8529411764705882,1.0,34
	38	+B0,single_fact,1.0,1.0,1.0,68
	39	+B1,exact_copy,1.0,1.0,1.0,68
	40	+B1,multi_hop,0.9411764705882353,0.8529411764705882,1.0,34
	41	+B1,single_fact,1.0,1.0,1.0,68
	42	+B2\|bits=4,exact_copy,0.0,0.0,0.0,68
	43	+B2\|bits=4,multi_hop,0.0,0.0,0.0,34
	44	+B2\|bits=4,single_fact,0.0,0.0,0.0,68
	45	+B2\|bits=8,exact_copy,1.0,1.0,1.0,68
	46	+B2\|bits=8,multi_hop,0.9411764705882353,0.8529411764705882,1.0,34
	47	+B2\|bits=8,single_fact,1.0,1.0,1.0,68
	48	+B3\|keep_frac=0.25,exact_copy,0.3235294117647059,0.23529411764705882,0.40477941176470555,68
	49	+B3\|keep_frac=0.25,multi_hop,0.058823529411764705,0.0,0.14705882352941177,34
	50	+B3\|keep_frac=0.25,single_fact,0.14705882352941177,0.07352941176470588,0.23529411764705882,68
	51	+B4\|keep_frac=0.25,exact_copy,0.0,0.0,0.0,68
	52	+B4\|keep_frac=0.25,multi_hop,0.0,0.0,0.0,34
	53	+B4\|keep_frac=0.25,single_fact,0.0,0.0,0.0,68
	54	+B5\|keep_frac=0.25\|aware,exact_copy,0.9411764705882353,0.8893382352941178,0.9852941176470589,68
	55	+B5\|keep_frac=0.25\|aware,multi_hop,0.5882352941176471,0.4411764705882353,0.7352941176470589,34
	56	+B5\|keep_frac=0.25\|aware,single_fact,0.6617647058823529,0.5882352941176471,0.7352941176470589,68
	57	+B5\|keep_frac=0.25\|blind,exact_copy,0.20588235294117646,0.11764705882352941,0.29411764705882354,68
	58	+B5\|keep_frac=0.25\|blind,multi_hop,0.058823529411764705,0.0,0.14705882352941177,34
	59	+B5\|keep_frac=0.25\|blind,single_fact,0.058823529411764705,0.014705882352941176,0.11764705882352941,68
	60	+B6\|keep_frac=0.25\|aware,exact_copy,0.8529411764705882,0.7794117647058824,0.9264705882352942,68
	61	+B6\|keep_frac=0.25\|aware,multi_hop,0.5294117647058824,0.38235294117647056,0.6764705882352942,34
	62	+B6\|keep_frac=0.25\|aware,single_fact,0.5147058823529411,0.5,0.5441176470588235,68
	63	+B9\|bits=8\|keep_frac=0.25\|policy=attention\|aware,exact_copy,0.9411764705882353,0.8893382352941178,0.9852941176470589,68
	64	+B9\|bits=8\|keep_frac=0.25\|policy=attention\|aware,multi_hop,0.6176470588235294,0.4411764705882353,0.7801470588235286,34
	65	+B9\|bits=8\|keep_frac=0.25\|policy=attention\|aware,single_fact,0.6617647058823529,0.5882352941176471,0.7352941176470589,68

added results/tables/E1_core_failures.csv +18 −0

		`@@ -0,0 +1,18 @@`
	1	+method_id,invalid_output,success
	2	+A0,0,175
	3	+A1,0,175
	4	+A2,0,175
	5	+A3,0,350
	6	+A4,0,280
	7	+A5,0,272
	8	+A6,0,170
	9	+A7,0,170
	10	+A8,0,170
	11	+B0,0,170
	12	+B1,0,170
	13	+B2,13,327
	14	+B3,0,170
	15	+B4,12,158
	16	+B5,0,340
	17	+B6,0,170
	18	+B9,0,170

added results/tables/E1_core_primary.csv +23 −0

		`@@ -0,0 +1,23 @@`
	1	+family,pair,condition,method,access,n,n_docs,quality,q_lo,q_hi,success_rate,payload_bytes_median,cache_bytes_median,cold_ms_p50,warm_ms_p50,amortized_ms_p50,ttft_ms_p50,peak_decode_mem_median,fetched_bytes_mean
	2	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A0,A0,none,175,35,0.0,0.0,0.0,1.0,0.0,,50.39150104857981,50.38283404428512,50.38456744514406,13.24266695883125,6243951240.0,0.0
	3	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A1,A1,none,175,35,0.9885714285714285,0.9714285714285714,1.0,1.0,29162.0,,970.1906249392778,970.1825840165839,970.1841922011226,14.666083035990596,7155474496.0,0.0
	4	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A2\|budget_tokens=512,A2,none,175,35,0.2,0.16,0.24,1.0,2246.0,,111.56629212200642,107.08154016174376,107.87064016330987,13.610875001177192,6567653464.0,0.0
	5	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3\|budget_tokens=512\|aware,A3,aware,175,35,0.9714285714285714,0.9485714285714286,0.9942857142857143,1.0,1365.0,,208.41120788827538,207.17641792725772,208.41120788827538,13.562750071287155,6562246744.0,0.0
	6	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A3\|budget_tokens=512\|blind,A3,blind,175,35,0.37714285714285717,0.35428571428571426,0.3942857142857143,1.0,1246.0,,157.03170804772526,152.2996670100838,153.21449297480285,13.590875081717968,6562246744.0,0.0
	7	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4\|budget_tokens=512\|aware,A4,aware,105,35,0.9428571428571428,0.8857142857142857,0.9904761904761905,1.0,380.0,,3052.2540010279045,189.48554201051593,3052.2540010279045,13.359250035136938,6346302976.0,0.0
	8	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A4\|budget_tokens=512\|blind,A4,blind,175,35,0.37142857142857144,0.28,0.4685714285714286,1.0,1440.0,,7431.057667010464,129.77629096712917,1631.4786000177264,13.581125065684319,6567358552.0,0.0
	9	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5\|budget_tokens=512\|aware,A5,aware,102,34,1.0,1.0,1.0,1.0,118.0,,2194.973748992197,178.98147902451456,2194.973748992197,13.401583069935441,6300656316.0,0.0
	10	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A5\|budget_tokens=512\|blind,A5,blind,170,34,0.1588235294117647,0.12941176470588237,0.18235294117647058,1.0,828.0,,8171.243209391832,84.63735459372401,1730.138829536736,13.505270995665342,6529378068.0,0.0
	11	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A6\|budget_tokens=512\|max_fetch_bytes=2000\|max_lookups=6\|blind,A6,blind,170,34,0.17058823529411765,0.13529411764705881,0.20588235294117646,1.0,636.5,,176.3136875233613,176.2877079891041,176.29290389595553,13.919333054218441,6808580172.0,1472.0529411764705
	12	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A7\|codec=zstd,A7,none,170,34,0.9882352941176471,0.9705882352941176,1.0,1.0,2725.0,,1041.768479917664,1041.6947924531996,1041.7095299460925,14.970291522331536,7155474496.0,0.0
	13	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,A8\|budget_tokens=512\|blind,A8,blind,170,34,0.12941176470588237,0.08235294117647059,0.18235294117647058,1.0,2571.0,,1328.1424794113263,162.30137506499887,366.3930131937377,13.771728496067226,6604304472.0,0.0
	14	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B0,B0,blind,170,34,0.9882352941176471,0.9705882352941176,1.0,1.0,215449381.0,215433216.0,1806.011937558651,189.0929365181364,505.7045995024964,47.34012502012774,6901113148.0,0.0
	15	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B1,B1,blind,170,34,0.9882352941176471,0.9705882352941176,1.0,1.0,215449409.0,215433216.0,1506.5432714764029,211.0927085741423,486.3688698387705,47.08545847097412,6901113148.0,0.0
	16	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2\|bits=4,B2,blind,170,34,0.0,0.0,0.0,0.9235294117647059,60624832.0,60590592.0,1775.7291264715604,737.2901674243622,982.5587245519273,27.91222953237593,6614715196.0,0.0
	17	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B2\|bits=8,B2,blind,170,34,0.9882352941176471,0.9705882352941176,1.0,1.0,114483225.0,114448896.0,1257.6271875877865,180.21425051847473,405.6984704802744,30.57241643546149,6734196444.0,0.0
	18	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B3\|keep_frac=0.25,B3,blind,170,34,0.2,0.17058823529411765,0.22941176470588234,1.0,53874493.0,53858304.0,1208.6009380291216,124.03164606075734,359.70184119651094,24.07675050199032,6546047206.0,0.0
	19	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B4\|keep_frac=0.25,B4,blind,170,34,0.0,0.0,0.0,0.9294117647058824,53874487.5,53858304.0,1713.8423139113002,677.3689165711403,910.9542755642906,24.169479496777058,6546047206.0,0.0
	20	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5\|keep_frac=0.25\|aware,B5,aware,170,34,0.7588235294117647,0.6941176470588235,0.8176470588235294,1.0,53874532.0,53858304.0,1311.0786880133674,138.59477097867057,1311.0786880133674,23.73120852280408,6545719524.0,0.0
	21	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B5\|keep_frac=0.25\|blind,B5,blind,170,34,0.11764705882352941,0.06470588235294118,0.17647058823529413,1.0,53874532.5,53858304.0,1312.3200226109475,102.40249993512407,356.17916370974854,23.995895986445248,6545719524.0,0.0
	22	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B6\|keep_frac=0.25\|aware,B6,aware,170,34,0.6529411764705882,0.5941176470588235,0.711764705882353,1.0,53874422.0,53858304.0,1684.0188961941749,542.1115205390379,1684.0188961941749,419.2666039452888,6584735832.0,0.0
	23	+synthetic,Qwen2.5-3B-Instruct-bf16->Qwen2.5-3B-Instruct-bf16,B9\|bits=8\|keep_frac=0.25\|policy=attention\|aware,B9,aware,170,34,0.7647058823529411,0.7058823529411765,0.8235294117647058,1.0,28646537.0,28612224.0,1303.7285626051016,144.63060395792127,1303.7285626051016,21.587333467323333,6506365736.0,0.0

added results/tables/E1_core_primary_tests.csv +6 −0

		`@@ -0,0 +1,6 @@`
	1	+a,b,diff,lo,hi,p,n,n_clusters,mean_a,mean_b,rel_change,name,hypothesis,p_holm
	2	+A5\|budget_tokens=512\|blind,A4\|budget_tokens=512\|blind,-0.21764705882352942,-0.3176470588235294,-0.12352941176470589,0.0,170,34,0.1588235294117647,0.3764705882352941,-0.578125,"T1 A5 vs A4 (512, blind, synthetic)",RQ5/H1,0.0
	3	+B2\|bits=8,B0,0.0,0.0,0.0,1.0,170,34,0.9882352941176471,0.9882352941176471,0.0,T2 B2-8bit vs B0,H2,1.0
	4	+B2\|bits=4,B0,-0.9882352941176471,-1.0,-0.9705882352941176,0.0,170,34,0.0,0.9882352941176471,-1.0,T3 B2-4bit vs B0,H2,0.0
	5	+B5\|keep_frac=0.25\|aware,B3\|keep_frac=0.25,0.5588235294117647,0.48823529411764705,0.6235294117647059,0.0,170,34,0.7588235294117647,0.2,2.7941176470588234,T4 B5-aware vs B3 (1/4),H3,0.0
	6	+A1,B0,0.0,0.0,0.0,1.0,170,34,0.9882352941176471,0.9882352941176471,0.0,"T6 A1 vs B0 (text vs native cache, same content)",consistency,1.0

added results/tables/E4_pilot_h4_primary_tests.csv +2 −0

		`@@ -0,0 +1,2 @@`
	1	+a,b,diff,lo,hi,p,n,n_clusters,mean_a,mean_b,rel_change,name,hypothesis,p_holm
	2	+A5\|closed\|qwen3b,A4\|closed\|qwen3b,-0.15555555555555556,-0.26666666666666666,-0.044166666666668186,0.016,90,6,0.23333333333333334,0.3888888888888889,-0.4,T5 A5 chain vs A4 chain at 4 handoffs (closed),H5,0.016

added results/tables/E4_pilot_handoffs.csv +13 −0

		`@@ -0,0 +1,13 @@`
	1	+chain,handoffs,accuracy,acc_lo,acc_hi,retention,ret_lo,ret_hi,unsupported_mean,fetched_bytes_mean,msg_bytes_mean,n,n_docs
	2	+A4\|closed\|qwen3b,1,0.35555555555555557,0.23861111111111122,0.45555555555555555,0.3411427188592271,0.24802696029262292,0.41230561174591024,0.0,0.0,1496.1666666666667,90,6
	3	+A4\|closed\|qwen3b,2,0.3888888888888889,0.26666666666666666,0.5,0.3411427188592271,0.24802696029262292,0.41230561174591024,0.0,0.0,1319.6666666666667,90,6
	4	+A4\|closed\|qwen3b,4,0.3888888888888889,0.26666666666666666,0.5,0.3411427188592271,0.24802696029262292,0.41230561174591024,0.0,0.0,1308.0,90,6
	5	+A4\|repairable\|qwen3b,1,0.35555555555555557,0.23861111111111122,0.45555555555555555,0.3411427188592271,0.24802696029262292,0.41230561174591024,0.0,0.0,1496.1666666666667,90,6
	6	+A4\|repairable\|qwen3b,2,0.37777777777777777,0.25555555555555554,0.4777777777777778,0.35717367518869075,0.25722446236559143,0.4332625448763508,0.0,841.0,1330.5,90,6
	7	+A4\|repairable\|qwen3b,4,0.4,0.28888888888888886,0.4777777777777778,0.3623820085220241,0.2618648870450786,0.4332625448763508,0.0,2523.0,1221.1666666666667,90,6
	8	+A5\|closed\|qwen3b,1,0.24444444444444444,0.2111111111111111,0.28888888888888886,0.18358831023356179,0.13623383339319786,0.22507474646000766,0.0,0.0,824.3333333333334,90,6
	9	+A5\|closed\|qwen3b,2,0.23333333333333334,0.2,0.2777777777777778,0.18867645125920282,0.14238196167631653,0.2268202257941064,0.0,0.0,799.5,90,6
	10	+A5\|closed\|qwen3b,4,0.23333333333333334,0.2,0.2777777777777778,0.18867645125920282,0.14238196167631653,0.2268202257941064,0.0,0.0,799.5,90,6
	11	+A5\|repairable\|qwen3b,1,0.24444444444444444,0.2111111111111111,0.28888888888888886,0.18358831023356179,0.13623383339319786,0.22507474646000766,0.0,0.0,824.3333333333334,90,6
	12	+A5\|repairable\|qwen3b,2,0.24444444444444444,0.2111111111111111,0.28888888888888886,0.20996848061574833,0.1863903767453057,0.23009174427959406,0.0,720.5,819.5,90,6
	13	+A5\|repairable\|qwen3b,4,0.24444444444444444,0.2111111111111111,0.28888888888888886,0.20996848061574833,0.1863903767453057,0.23009174427959406,0.0,1787.5,819.5,90,6

added results/tables/E6_network.csv +19 −0

		`@@ -0,0 +1,19 @@`
	1	+label,method,bits,codec,target_tokens,n,bytes,roundtrip_ms_p50,send_ms_p50,remote_load_ms_p50,remote_ttft_p50,remote_prefill_p50,eff_gbps,correct,local_prefill_p50,local_ttft_p50,remote_decode_p50
	2	+lan,B1,,none,2000,18,71974604.0,1141.0682704881765,582.8466879902408,14.371166529599577,137.31991651002318,,0.9254324526074698,1.0,,,355.0059790140949
	3	+lan,B1,,none,8000,18,215486247.0,2667.018833453767,1805.5645630229264,39.85322843072936,196.9017084920779,,0.9235836467576799,1.0,,,461.4051670068875
	4	+lan,B1,,none,16000,18,405815405.0,4453.494437446352,3433.713915932458,72.80125049874187,238.5944375419058,,0.9209816171104153,1.0,,,602.7200620155782
	5	+lan,B1,,zstd,2000,18,71974604.0,1084.9161460064352,444.3944585509598,83.68525002151728,139.11475002532825,,0.9150994733434414,1.0,,,365.122249990236
	6	+lan,B1,,zstd,8000,18,215486247.0,2424.4880829937756,1388.2532505085692,240.60777097474784,193.3201244683005,,0.915824857333317,1.0,,,446.31345791276544
	7	+lan,B1,,zstd,16000,18,405815405.0,3967.637834022753,2646.7615000437945,427.9795209877193,240.90118752792478,,0.9184908360866041,1.0,,,521.4174375287257
	8	+lan,B2,4.0,none,2000,18,20272367.0,1747.0715835224837,138.67695850785822,6.4079585135914385,121.12035450991243,,0.9136673786435414,0.0,,,1438.9247084618546
	9	+lan,B2,4.0,none,8000,18,60635179.0,2231.101604003925,482.8348124283366,14.84154158970341,136.53143751434982,,0.91348579263575,0.0,,,1519.0357704996131
	10	+lan,B2,4.0,none,16000,18,114165828.0,2872.7289164671674,939.1097919433378,24.307999468874186,167.80024947365746,,0.9167853410304264,0.0,,,1636.0245210235007
	11	+lan,B2,8.0,none,2000,18,38262137.0,1052.2061869851314,293.04660455090925,10.100167011842132,119.31358353467658,,0.913827491903402,1.0,,,575.5362290074117
	12	+lan,B2,8.0,none,8000,18,114502788.0,1676.0850210557692,941.5643539978191,25.120604026596993,141.16060349624604,,0.9142826777406476,1.0,,,492.0222085202113
	13	+lan,B2,8.0,none,16000,18,215615724.0,2681.69347953517,1804.4933750061318,42.92881244327873,164.5570209948346,,0.9145833581075375,1.0,,,511.545687506441
	14	+lan,text_remote_prefill,,none,2000,18,7259.5,1567.0107079204172,0.029500515665858984,,46.87483300222084,1160.1554374792613,,1.0,,,361.99316702550277
	15	+lan,text_remote_prefill,,none,8000,18,29286.0,3666.9509790372103,0.032729003578424454,,43.280771002173424,3241.15325009916,,1.0,,,389.8708130000159
	16	+lan,text_remote_prefill,,none,16000,18,58842.5,7552.801541460212,0.03768753958866,,42.491624946706,7043.001604033634,,1.0,,,441.7973959352821
	17	+local,local_prefill,,,2000,18,,,,,,,,1.0,943.6670205323026,127.3181255091913,
	18	+local,local_prefill,,,8000,18,,,,,,,,1.0,3261.6252915468067,192.03377101803198,
	19	+local,local_prefill,,,16000,18,,,,,,,,1.0,6912.2674585087225,258.25952051673084,

modified results/tables/ED_hosted.csv +30 −8

		`@@ -1,9 +1,31 @@`
1	1	family,provider_model,condition,quality,lo,hi,n,cost_usd_mean,ttft_ms_p50,total_ms_p50,success_rate
2		−synthetic,anthropic,A0\|anthropic\|,0.0,0.0,0.0,5,,,,0.0
3		−synthetic,anthropic,A1\|anthropic\|,0.0,0.0,0.0,5,,,,0.0
4		−synthetic,anthropic,A1\|anthropic\|provider_cache=True,0.0,0.0,0.0,5,,,,0.0
5		−synthetic,anthropic,A4\|anthropic\|budget_tokens=512,0.0,0.0,0.0,5,,,,0.0
6		−synthetic,anthropic,A5\|anthropic\|budget_tokens=512,0.0,0.0,0.0,5,,,,0.0
7		−synthetic,gpt-5-nano-2025-08-07,A0\|openai\|,0.0,0.0,0.0,5,1.0850000000000001e-05,,1124.6261249762028,1.0
8		−synthetic,gpt-5-nano-2025-08-07,A1\|openai\|,1.0,1.0,1.0,5,8.5524e-05,,982.3185830609873,1.0
9		−synthetic,gpt-5-nano-2025-08-07,A1\|openai\|provider_cache=True,1.0,1.0,1.0,5,2.562e-05,,814.3011669162661,1.0
	2	+exec,claude-haiku-4-5-20251001,A0\|anthropic\|,0.0,0.0,0.0,2,0.00045200000000000004,460.55416646413505,1190.856728469953,1.0
	3	+exec,claude-haiku-4-5-20251001,A1\|anthropic\|,1.0,1.0,1.0,2,0.0027229999999999997,437.0991045143455,1361.941104521975,1.0
	4	+exec,claude-haiku-4-5-20251001,A1\|anthropic\|provider_cache=True,1.0,1.0,1.0,2,0.002728,408.70312548941,1359.8948334692977,1.0
	5	+exec,claude-haiku-4-5-20251001,A4\|anthropic\|budget_tokens=512,0.5,0.0,1.0,2,0.0009205,416.973645449616,13922.582250030246,1.0
	6	+exec,claude-haiku-4-5-20251001,A5\|anthropic\|budget_tokens=512,0.5,0.0,1.0,2,0.0011785,406.2307709828019,11177.729208953679,1.0
	7	+exec,gpt-5-nano-2025-08-07,A0\|openai\|,0.0,0.0,0.0,2,8.25e-05,,2476.5294790267944,1.0
	8	+exec,gpt-5-nano-2025-08-07,A1\|openai\|,1.0,1.0,1.0,2,0.000168625,,3379.9536040751263,1.0
	9	+exec,gpt-5-nano-2025-08-07,A1\|openai\|provider_cache=True,1.0,1.0,1.0,2,0.000165625,,2359.246875043027,1.0
	10	+exec,gpt-5-nano-2025-08-07,A4\|openai\|budget_tokens=512,0.5,0.0,1.0,2,0.000109025,,14741.153624490835,1.0
	11	+exec,gpt-5-nano-2025-08-07,A5\|openai\|budget_tokens=512,0.5,0.0,1.0,2,9.980000000000001e-05,,12000.74629142182,1.0
	12	+public_qasper,claude-haiku-4-5-20251001,A0\|anthropic\|,0.0,0.0,0.0,2,8.099999999999999e-05,429.7979999682866,462.2769169509411,1.0
	13	+public_qasper,claude-haiku-4-5-20251001,A1\|anthropic\|,0.2670454545454546,0.125,0.4090909090909091,2,0.0043159999999999995,506.47239544196054,829.3312710011378,1.0
	14	+public_qasper,claude-haiku-4-5-20251001,A1\|anthropic\|provider_cache=True,0.2988235294117647,0.11764705882352941,0.48,2,0.004982375,508.6571045103483,902.2489790222608,1.0
	15	+public_qasper,claude-haiku-4-5-20251001,A4\|anthropic\|budget_tokens=512,0.0,0.0,0.0,2,0.0005555,403.8986465311609,14453.188042039983,1.0
	16	+public_qasper,claude-haiku-4-5-20251001,A5\|anthropic\|budget_tokens=512,0.0,0.0,0.0,2,0.000359,651.0722080129199,21799.3393955403,1.0
	17	+public_qasper,gpt-5-nano-2025-08-07,A0\|openai\|,0.13636363636363635,0.0,0.2727272727272727,2,1.34e-05,,1065.4002914670855,1.0
	18	+public_qasper,gpt-5-nano-2025-08-07,A1\|openai\|,0.2608695652173913,0.0,0.5217391304347826,2,0.00020015,,1249.2346040089615,1.0
	19	+public_qasper,gpt-5-nano-2025-08-07,A1\|openai\|provider_cache=True,0.0,0.0,0.0,2,3.371e-05,,1359.2887704726309,1.0
	20	+public_qasper,gpt-5-nano-2025-08-07,A4\|openai\|budget_tokens=512,0.0,0.0,0.0,2,2.595e-05,,15146.043936954811,1.0
	21	+public_qasper,gpt-5-nano-2025-08-07,A5\|openai\|budget_tokens=512,0.0,0.0,0.0,2,2.4375000000000003e-05,,22089.14725051727,1.0
	22	+synthetic,claude-haiku-4-5-20251001,A0\|anthropic\|,0.0,0.0,0.0,10,8.450000000000001e-05,731.1436460004188,764.0473959618248,1.0
	23	+synthetic,claude-haiku-4-5-20251001,A1\|anthropic\|,1.0,1.0,1.0,10,0.0041795,909.5747084938921,1024.321937467903,1.0
	24	+synthetic,claude-haiku-4-5-20251001,A1\|anthropic\|provider_cache=True,1.0,1.0,1.0,10,0.0021281299999999998,633.088978996966,688.6951045016758,1.0
	25	+synthetic,claude-haiku-4-5-20251001,A4\|anthropic\|budget_tokens=512,0.3,0.2,0.4,10,0.000641,665.2437084703706,41555.6893760222,1.0
	26	+synthetic,claude-haiku-4-5-20251001,A5\|anthropic\|budget_tokens=512,0.1,0.0,0.2,10,0.00043750000000000006,1539.5217915065587,38661.886979069095,1.0
	27	+synthetic,gpt-5-nano-2025-08-07,A0\|openai\|,0.0,0.0,0.0,10,1.0835000000000002e-05,,1841.3237500353716,1.0
	28	+synthetic,gpt-5-nano-2025-08-07,A1\|openai\|,1.0,1.0,1.0,10,8.901400000000001e-05,,1116.5167084545828,1.0
	29	+synthetic,gpt-5-nano-2025-08-07,A1\|openai\|provider_cache=True,1.0,1.0,1.0,10,3.487e-05,,1043.0729584768414,1.0
	30	+synthetic,gpt-5-nano-2025-08-07,A4\|openai\|budget_tokens=512,0.3,0.2,0.4,10,3.4145000000000006e-05,,37726.64497885853,1.0
	31	+synthetic,gpt-5-nano-2025-08-07,A5\|openai\|budget_tokens=512,0.1,0.0,0.2,10,2.7650000000000005e-05,,26799.245104019064,1.0

added runs/raw/E1_core.jsonl +3841 −0

Large diff (3,841 lines) is not loaded by default to keep the page fast.Load diff

modified runs/raw/E4_pilot.jsonl +750 −0

Large diff (753 lines) is not loaded by default to keep the page fast.Load diff

added runs/raw/E6_core.jsonl +324 −0

Large diff (324 lines) is not loaded by default to keep the page fast.Load diff

modified runs/raw/ED_hosted_pilot.jsonl +160 −40

Large diff (200 lines) is not loaded by default to keep the page fast.Load diff

deleted runs/raw/ED_hosted_pilot_m3u96b.jsonl +0 −35

Large diff (35 lines) is not loaded by default to keep the page fast.Load diff

added runs/raw/chains/E4_pilot_syn_02000_2000_A4_closed_qwen3b.json +142 −0

Large diff (143 lines) is not loaded by default to keep the page fast.Load diff

added runs/raw/chains/E4_pilot_syn_02000_2000_A4_repairable_qwen3b.json +145 −0