What is open, ranked by how much falls if the answer comes back badly — not by how easy it is. Updated at the end of each working session.
last updated 11 October 2026 · avidity-gated T-cell engager program · 9 open · 24 closed
the ordering rule
An item sits high when its answer decides whether other work stands, and low when it decides a detail inside work that stands either way. Cost is recorded but does not set position — a cheap measurement that settles nothing still ranks below an expensive one that settles the central claim.
moved this session
Two items are new and both came from outside. A reader-supplied paper retracted our claim that no antigen-density threshold had been published, and the external number it supplied can now be used the other way — as a test of whether we can predict a threshold we did not fit. That is item 02, and it is the first external falsification test this program has had.
A second reader-supplied paper put the accessibility argument on primary ground for a second antigen, and supplied a third independent density panel. The fixed-threshold account failed structurally on it for the third time.
standing rule, adopted this session
No idea leaves this program as "untried" without a prior-art search attached to it in the same session. Two hypotheses were lost to this rule on the day it was written. Both were real ideas; both were someone else's already.
Decides whether killing is adhesion-limited or occupancy-limited, and now has an external argument behind it. Two accounts predict values 200× apart and they are mutually exclusive. The quantity was an apology two sessions ago; it is now the discriminating observable.
Executed this session. One construct passes, one rules our own N₂₀ out. We claim a killing threshold is computable rather than being a property of the cell. The recipe turned out to be portable — our N₂₀ is Langmuir occupancy at a measured endpoint, σ × EC₂₀/(EC₂₀ + K_D), needing no gating arm and no on-rates — so it could be run against two published constructs directly.
All that is left of a former top item. The question was whether solution rate constants transfer to a live interface. For T-cell receptors the two-dimensional off-rate runs 4–12× faster and our criterion tolerates only 3.2× — but that is the wrong molecule class, and reading it across was an error.
The retention advantage belongs to the arm nobody mutated. The gating arm's off-rate cancels from the ratio of the two lifetimes, leaving 1 / [k_off,A · (1/k_r,B + 1/k_r,A)] — verified against the exact first-passage result to better than 0.5%.
The only thing that separates a lifetime claim from a plain affinity dependence. Along both ladders k_off and K_D are collinear at r = 0.997 and 0.985, so a persistence threshold and a dependence on the equilibrium constant are the same regression. An assay clock is not collinear with anything.
Our own limitations call this the single most valuable missing number. No Hill coefficient has been measured for any system of this kind. Without it the asymmetric window runs anywhere from 0.01× to 35× — a range this literature assumes without measuring.
The floor is capacity, not transport, and its approach is a divergence rather than a decline. The diffusion-capture account of the floor was excluded this session — margins 681× to 61,609×. What survives is an inequality with no rate constants in it: each bridge consumes one antigen, so bound engager can never exceed accessible antigen, and below N₂₀ the cell is unkillable at any dose. Margin on our own lines: 3.6×.
Kills or keeps the environment-as-gate idea cheaply. Tumor extracellular pH of 6.5–7.0 is measured and pH-dependent antibody binding is established chemistry, but that a given arm's k_off moves 2–3× across 0.4–0.9 pH units is assumed by us.
Checks for a confound inside our own data. If the barrier differs between the dual-positive and single-positive lines our selectivity ratios compare, then part of a measured ratio is a difference in access rather than in binding — and every slope in the paper inherits it.
Items 01 and 02 both begin with one of these. Two were added this session and both are supplementary tables behind papers we already hold.
| task | what it serves | blocker |
|---|---|---|
| Bacac Supplementary Table S1 — per-line CEA binding sites | item 02; pairs with published surface areas to give real densities instead of an assumed diameter | supplementary file not in hand |
| Bacac Supplementary Table S2 — the tumor-genetics null | a claim we currently take on trust | unseen; downgraded in §6.2 to "reported, not inspected" |
| The GUCY2C arm's K_D | sharpens item 02's magnitude; cannot change its verdict | in a patent and a mAbs paper; PMC and publisher fetches blocked |
| Was the QSP model's avidity factor λ = 1000 fitted, calibrated or assumed? One column in one table | gates item 02's only PASS — cibisatamab needs λ ≥ ~100 to agree with our threshold at all | Jiang et al., AAPS J 2020, 22(5):97 — Supplementary Tables S2/S3; publisher and PMC fetches both refused from here, so journal access helps |
| A primary source for the CLDN18.2 accessibility argument | replaces ref 26, currently secondary | must be done before submission |
| The plateau-convention figure — do the curve tops agree? | one of three threshold failures | needs journal access Ben may have |
| Faroudi's dual activation thresholds, actual numbers | gates 6–8 of the cascade | fetch blocked; cited qualitatively as ref 7 |
What was gained: three new results — the retention cancellation, the capacity inequality run backwards against external panels, and item 02 executed — plus an external prediction that passed, the accessibility principle put on primary ground for a second antigen, and a rival account failed structurally for the third and fourth independent time. What it cost: two hypotheses to prior art, one claim retracted, two of my own framings withdrawn, and one bound corrected. Both columns belong on the same list, because the second is how the first got to be trustworthy.
| item | outcome |
|---|---|
| The retention advantage is independent of the gating arm | NEW RESULT — k_off,B cancels from the lifetime ratio; verified to 0.5%. Both published series laddered the arm that cannot change it. Table 34, board item 04. |
| Threshold × assay time as the invariant | PASSED on external data — 241 µm⁻²·h ours against 95–340 theirs. Direction and factor were both fixed in advance by the multi-hit arithmetic, not fitted. Two points, held as such. |
| "No published antigen-density threshold exists for engager killing" | RETRACTED — a reader-supplied paper reports ~10,000 CEA sites/cell across 110 lines on calibrated beads |
| A fixed bound-density threshold, tested a third time | FAILED STRUCTURALLY — the GUCY2C panel requires N = −3,060 receptors/cell. Negative. Third independent arrival; this panel is the best of the three (calibrated densities, one construct, one clock, a true non-binding negative). |
| "The" antigen-density threshold as a single universal number | DISSOLVED — one construct needs ~10,000 sites; another kills 875 at 0.82 nM. Both calibrated. The threshold is per-construct, which is why it must be computed from the arms. |
| The diffusion-capture threshold as the floor | EXCLUDED — margins 681× to 61,609×. The capacity inequality replaces it, and became board item 07. |
| The capacity inequality run backwards, against two external panels | NEW RESULT — a construct that kills a line of known receptor count has its threshold bounded above by that line's density, with no rate constants. Gives ≤3.98–11.05 µm⁻² for CEA TCB and ≤0.70–1.93 for GUCY2C×CD3. Clock-corrected, ours lands inside the CEA bracket at 5.02 and remains 2.6–7.2× above the GUCY2C one. One panel agrees, one does not — which is the informative outcome. |
| Item 02 run in full — our threshold against two published constructs | EXECUTED — the N₂₀ recipe is portable (Langmuir occupancy at a measured endpoint). cibisatamab passes conditionally; PF-07062119 fails by 2.6–7.2×, binding, and no available correction points the other way. A universal N₂₀ is excluded for the fourth independent time. |
| The capacity ceiling for a bivalent construct | CORRECTED UPWARD — re-checked on Ben's instruction to verify the occupancy bound. A bivalent binder can bind with one arm, so the ceiling is an interval (σ/2 to σ), not σ/2: 3.98–17.83 rather than 3.98–11.05 µm⁻². Nothing resting on it changes sign; the pass gets safer and the monovalent failure is untouched. |
| The front door's lifetime figure, as first published | OVERSTATED, REDRAWN — mine. Plotted complex survival where the criterion is on population relaxation, inflating the margin 2–51× and putting 2 of 6 variants on the wrong side of the clock. Flagged by Ben as "may or may not be fully true"; it was the same substitution the model's own output warns about and this program had already made once. |
| "An upper density wall — high antigen should be harder to kill" | WRONG IN SIGN, WITHDRAWN — mine, written into a board draft and caught minutes later by the arithmetic. Conservation gives a floor, not a ceiling, and predicts no non-monotonicity. The real bell-shaped curve for engagers is on the concentration axis, is thirty years old, and is not ours. |
| Gate + glycocalyx clearing as an untried construct | LOST TO PRIOR ART — a sialidase–BiTE fusion is published (Nat Biomed Eng 2024) |
| Architecture-based selectivity as an untried principle | LOST TO PRIOR ART — it is the stated basis of an approved CLDN18.2 antibody. Both losses on the day the prior-art rule was written. |
| The accessibility argument, upgraded | PRIMARY + GENERAL — apical restriction stated primarily for GUCY2C, demonstrated in vivo in one animal expressing the antigen on both sides, and carried through to primate tolerability. Two unrelated antigens, same argument. §6.3, Table 35. |
| "Tumor cell" labeled on the lower membrane of the synapse figure | WRONG, FIXED — there is no tumor cell anywhere in series I. The three populations are activated CD4 T cells, resting CD4 T cells and B cells. Caught by a reader asking what kind of cells they were. |
| "Every published estimate of the 2D discrepancy exceeds our tolerance" | RETRACTED — true of T-cell receptors, false for antibody arms, where the correction points the safe way |
| The 201× / 200× agreement as corroboration | KILLED — manufactured by a round number; the gap is 10.04 × A and A is unmeasured |
| "Weaken the effector arm to recover serial triggering" | KILLED as a design rule — contradicted in sign by the one series with assigned numbers |
| "No model in this literature contains both requirements" | KILLED — the optimal-dwell window is thirty years old and its author's review states it |
| The serial-engagement deficit as the frame | REPLACED by occupancy, which predicts all three published CD3-attenuation observations |
| Glycocalyx, ESCRT repair, PD-L1/PD-1, serpin B9 | ADDED to the cast — all four are defenses; we had modeled only the attack |
| Contact area as a limitation | UPGRADED to the discriminating observable, two accounts 200× apart |
| Three inconsistent sets of bridged lifetimes across our own scripts | RECONCILED — one authoritative source; 160 h and 10.0 h were wrong, 115.5 h and 9.6 h stand |
| Two fabricated author lists in new references | MY ERROR, FIXED — caught before publishing; both verified against source |
| item | state |
|---|---|
| Manuscript — journal format, 35 tables, 12 figures, refs 1–26 | current on mainline, version 34 |
| Submission PDF | open — requires the pdf format skill |
| Reference 26 (CLDN18.2) | secondary source — must be replaced before submission |
| Combined review package, single upload | needs a refresh for this session's changes |
| Platform — manuscript, three-act simulation, microenvironment atlas, barrier map, transfers, frontiers, this board | published behind a front door |
| Microenvironment atlas — 13 environments, 74 treatment-span beats, 37 targets scored for reach | v1 published; only 3 of 37 targets are reachable by an antibody |
Six claims were killed in one session and the arithmetic was wrong in none of them. Every failure was a claim about what the arithmetic meant, or about what nobody had done yet.
Ranked by consequence, not by cost. Every figure quoted here traces to a project doc with its derivation and its corrections; the manuscript carries none of that drafting history by design. Nothing in this program was measured by us — it is arithmetic on published rate constants, plus published sources read for their numbers rather than their abstracts.