const $=id=>document.getElementById(id); const esc=s=>String(s).replace(/[&<>"]/g,c=>({"&":"&","<":"<",">":">",'"':"""}[c])); async function api(p,body){const r=await fetch(p,{method:"POST", headers:{"Content-Type":"application/json"},body:JSON.stringify(body)});return r.json()} function stats(el,d){el.style.display="grid"; const s=[["stream tokens",d.T.toLocaleString()],["time",d.wall_s+" s"], ["μs/token",d.us_per_token],["cells",d.cells.toLocaleString()],["recall",d.acc]]; el.innerHTML=s.map(x=>`
${x[1]}${x[0]}
`).join("")} /* section 01 */ const DEF=[["the vault password","swordfish","bluedragon"], ["Elbaz's first name","Eric",""],["the car's color","red",""], ["the meeting time","3pm","4pm"],["the favorite meal","stew",""]]; function prow(n,v,nv){const d=document.createElement("div");d.className="prow"; d.innerHTML=` `; d.querySelector(".del").onclick=()=>d.remove();return d} DEF.forEach(x=>$("pairs").appendChild(prow(...x))); $("addp").onclick=()=>$("pairs").appendChild(prow("","","")); $("runc").onclick=async()=>{$("runc").disabled=true;$("runc").textContent="reading your stream…"; try{ const pairs=[...document.querySelectorAll("#pairs .prow")].map(r=>{ const i=r.querySelectorAll("input");return{name:i[0].value.trim(),value:i[1].value.trim(), new_value:i[2].value.trim()}}).filter(p=>p.name&&p.value); const d=await api("/api/custom",{text:$("doc").value,pairs,seed:(Math.random()*1e6)|0}); if(d.error){alert(d.error);return} $("meta").textContent=`capacity8k.pt · scale ${d.scale||96} · ${d.device} · run ${d.ts}`; stats($("stc"),d); $("qrt").innerHTML=`askedthe model answeredlatest value`+ d.rows.map(r=>`${esc(r.name)} ${esc(r.asked)} ${esc(r.truth)} ${r.updated?`was ${esc(r.old)}`:""}${r.ok?"":" ✗"}`).join(""); $("cres").style.display="block"; $("ccap").innerHTML=`${d.n_pairs} of your facts stored in ${d.T.toLocaleString()} tokens of your text`+ (d.n_upd?`, ${d.n_upd} overwritten mid-stream`:"")+` · recall ${d.acc} · ${d.us_per_token} μs/token`+ ` · key ids: `+Object.entries(d.keymap).slice(0,4).map(([n,k])=>`${esc(n)}=${k}`).join(", ")+`…`; }catch(e){alert(e)}$("runc").disabled=false;$("runc").textContent="Read, store, overwrite — and answer"}; /* section 02 */ $("np").oninput=e=>$("npv").textContent=e.target.value; $("fl").oninput=e=>$("flv").textContent=e.target.value; $("ow").oninput=e=>$("owv").textContent=e.target.value+"%"; function drawLatt(pts,sc){const c=$("latt"),x=c.getContext("2d"); c.width=c.clientWidth*2;c.height=560;x.scale(2,2);const W=c.width/2,H=280; x.fillStyle="#fff";x.fillRect(0,0,W,H); x.strokeStyle="#eceef2";for(let i=0;i<=8;i++){const p=i/8; x.beginPath();x.moveTo(p*W,0);x.lineTo(p*W,H);x.stroke(); x.beginPath();x.moveTo(0,p*H);x.lineTo(W,p*H);x.stroke()} x.fillStyle="#2547d0";for(const p of pts){const u=(p[0]/sc+1)/2,v=(p[1]/sc+1)/2; x.beginPath();x.arc(u*W,v*H,1.7,0,7);x.fill()}} $("run").onclick=async()=>{$("run").disabled=true;$("run").textContent="streaming…"; try{const d=await api("/api/store",{n_pairs:+$("np").value,filler:+$("fl").value, overwrite_frac:+$("ow").value/100,seed:(Math.random()*1e6)|0}); $("meta").textContent=`capacity8k.pt · scale ${d.scale} · ${d.params.toLocaleString()} params · ${d.device} · run ${d.ts}`; stats($("st"),d);drawLatt(d.addr_points,d.scale); $("qr").innerHTML=`query keyansweredtrue`+ d.rows.map(r=>`${r.key}${r.pred}`+ `${r.gold}`+ `${r.updated?'overwritten':""}${r.ok?"":" ✗"}`).join(""); }catch(e){alert(e)}$("run").disabled=false;$("run").textContent="stream & query"}; /* section 03 */ function drawCC(data){const c=$("cc"),x=c.getContext("2d");c.width=c.clientWidth*2;c.height=600; x.scale(2,2);const W=c.width/2,H=300,P=48; const maxT=Math.max(...data.map(d=>d.T)),us=data.map(d=>d.us_per_token), ce=data.map(d=>d.cells),maxU=Math.max(...us)*1.25,maxC=Math.max(...ce)*1.15, maxA=Math.max(...data.map(d=>d.flops_attention_equiv)); const X=t=>P+(Math.log(t)/Math.log(maxT))*(W-P-16), Y=u=>H-30-(u/maxU)*(H-56),Y2=v=>H-30-(v/maxC)*(H-56),YA=v=>H-30-(v/maxA)*(H-56); x.fillStyle="#fff";x.fillRect(0,0,W,H);x.strokeStyle="#eceef2";x.fillStyle="#6b7280"; x.font="11px -apple-system,sans-serif"; for(let i=0;i<=4;i++){const px=P+(i/4)*(W-P-16);x.beginPath();x.moveTo(px,20);x.lineTo(px,H-30);x.stroke()} x.strokeStyle="#c2413b";x.setLineDash([6,5]);x.beginPath();let f1=true; for(const d of data){const px=X(d.T),py=YA(d.flops_attention_equiv); f1?x.moveTo(px,py):x.lineTo(px,py);f1=false}x.stroke();x.setLineDash([]); x.strokeStyle="#2547d0";x.lineWidth=2.4;x.beginPath();f1=true; for(const d of data){const px=X(d.T),py=Y(d.us_per_token);f1?x.moveTo(px,py):x.lineTo(px,py);f1=false} x.stroke(); x.strokeStyle="#0e8a5f";x.lineWidth=2.4;x.beginPath();f1=true; for(const d of data){const px=X(d.T),py=Y2(d.cells);f1?x.moveTo(px,py):x.lineTo(px,py);f1=false} x.stroke();x.lineWidth=1; for(const d of data){x.fillStyle="#2547d0";x.beginPath();x.arc(X(d.T),Y(d.us_per_token),3.4,0,7);x.fill(); x.fillStyle="#0e8a5f";x.beginPath();x.arc(X(d.T),Y2(d.cells),3.4,0,7);x.fill()} x.fillStyle="#6b7280"; for(const d of data)x.fillText(d.T.toLocaleString(),X(d.T)-16,H-14); x.fillText("stream length (tokens, log scale)",W/2-80,H-2); x.fillText("μs/token (blue, flat = constant) · cells (green) · attention O(T²) (dashed red)",P,16)} $("cost").onclick=async()=>{$("cost").disabled=true;$("cost").textContent="measuring…"; try{const sizes=[64,256,1024,2048,4096,8192].map(n=>({n_pairs:n,filler:14})); const d=await api("/api/cost",{sizes});drawCC(d)}catch(e){alert(e)} $("cost").disabled=false;$("cost").textContent="measure the cost curve"}; /* section 04 */ $("cv").onclick=async()=>{$("cv").disabled=true; try{const d=await api("/api/cellview",{name:$("cvn").value.trim()||"key", value:$("cvv").value.trim()||"v1",new_value:$("cvnv").value.trim(),seed:(Math.random()*1e6)|0}); if(d.error){alert(d.error);return} const inv={[d.vid]:d.value};inv[d.nid]=d.new_value||d.value; $("cvs").innerHTML=`
(${d.addr[0]}, ${d.addr[1]})learned address
${esc(inv[d.answers.before] ?? "—")}stored & retrieved before
${esc(d.answers.after!==null?inv[d.answers.after]:"—")}after overwrite, same cells

key id ${d.kid} → address on grid scale ${d.scale}; the write lands as W ← αW + β(vnew − αWκ)κT: the old association is subtracted out, the new one takes its place — nothing is appended.

`; drawCell(d)}catch(e){alert(e)}$("cv").disabled=false}; function drawCell(d){const c=$("cellcv"),x=c.getContext("2d"); c.width=c.clientWidth*2;c.height=600;x.scale(2,2);const W=c.width/2,H=300; x.fillStyle="#fff";x.fillRect(0,0,W,H);const cw=W/3,ch=H/3; for(let i=0;i<3;i++)for(let j=0;j<3;j++){ const phi=d.cells[i][j].phi,z=d.cells[i][j].z; const t=Math.min(1,phi/0.7); x.fillStyle=`rgba(37,71,208,${(0.06+0.85*t).toFixed(3)})`; x.fillRect(j*cw+6,i*ch+6,cw-12,ch-12); x.fillStyle=t>0.45?"#fff":"#6b7280";x.font="12px -apple-system,sans-serif"; x.fillText(`(${z[0]}, ${z[1]})`,j*cw+14,i*ch+24); x.font="600 15px -apple-system,sans-serif"; x.fillText(`phi ${phi.toFixed(3)}`,j*cw+14,i*ch+ch-18)} $("cvcap").textContent="the 3x3 neighborhood of the key's address; darker = stronger write/read weight (the bump kernel)."} window.addEventListener("resize",()=>{});