public-record β€” timeline.txt β€” 132Γ—58
$ cat timeline-2026.txt   # 2026: agent swarms β€” the full lineage. every line independently checkable.

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ DATE 2026 β”‚ KARPATHY Β· FIELDβ”‚ VARUN/HYPERSPACEAI β€” SWARM & CODE                β”‚ THE CHALLENGE / THE PAPER        β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Mar 6–7   β”‚ Releases        β”‚ β€”                                                β”‚ β€”                                β”‚
β”‚           β”‚ autoresearch;   β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ coins the term  β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ (repo Mar 6,    β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ tweet Mar 7)    β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ βœ“ [2] Β· [4]     β”‚                                                  β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Mar 8     β”‚ Tweets: make it β”‚ hyperspaceai/agi repo created 5h08m after        β”‚ β€”                                β”‚
β”‚           β”‚ 'asynchronously β”‚ the ask (tweet 18:00 UTC β†’ repo 23:08 UTC)       β”‚                                  β”‚
β”‚           β”‚ massively       β”‚ βœ“ git [3]                                        β”‚                                  β”‚
β”‚           β”‚ collaborative…  β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ (think:         β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ SETI@home)'     β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ βœ“ [12]          β”‚                                                  β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Mar 8–9   β”‚ β€”               β”‚ Swarm launches: 35 agents, 333 experiments       β”‚ β€”                                β”‚
β”‚           β”‚                 β”‚ overnight; Karpathy's loop vendored (MIT         β”‚                                  β”‚
β”‚           β”‚                 β”‚ headers intact) across 5 domains w/ machine-     β”‚                                  β”‚
β”‚           β”‚                 β”‚ checkable objectives (val_loss, NDCG@10,         β”‚                                  β”‚
β”‚           β”‚                 β”‚ Sharpe, F1, latency). Open participation,        β”‚                                  β”‚
β”‚           β”‚                 β”‚ signature-scoped branches, CRDT leaderboard,     β”‚                                  β”‚
β”‚           β”‚                 β”‚ gossip broadcasts ALL results incl.              β”‚                                  β”‚
β”‚           β”‚                 β”‚ non-improvements                   βœ“ git [3]     β”‚                                  β”‚
β”‚           β”‚                 β”‚ The twist: not SETI@home (a coordinator handing  β”‚                                  β”‚
β”‚           β”‚                 β”‚ out work) β€” a message board: no coordinator,     β”‚                                  β”‚
β”‚           β”‚                 β”‚ agents reading & writing a shared public record  β”‚                                  β”‚
β”‚           β”‚                 β”‚ β€” the shape every swarm since converged on, and  β”‚                                  β”‚
β”‚           β”‚                 β”‚ the shape this paper now claims as its own       β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Mar 9     β”‚ β€”               β”‚ Cross-agent spread proven live (Kaiming burst;   β”‚ β€”                                β”‚
β”‚           β”‚                 β”‚ new joiner β†’ #2 in 95 min stacking 5 peer        β”‚                                  β”‚
β”‚           β”‚                 β”‚ strategies); same-day published analysis;        β”‚                                  β”‚
β”‚           β”‚                 β”‚ VentureBeat [4]  βœ“ forensics [3] Β· rpt [5]       β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Mar 10–11 β”‚ Copycat swarms  β”‚ Grok, asked at the time: 'Hyperspace was the     β”‚ β€”                                β”‚
β”‚           β”‚ appear β€” same   β”‚ first P2P network to use Karpathy's              β”‚                                  β”‚
β”‚           β”‚ tech DNA        β”‚ autoresearcher idea… still the largest'          β”‚                                  β”‚
β”‚           β”‚                 β”‚ βœ“ [14]                                           β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Mar–Apr   β”‚ β€”               β”‚ Peak scale: ~892k commits; durable archive       β”‚ β€”                                β”‚
β”‚           β”‚                 β”‚ accumulates per-agent configs with lineage       β”‚                                  β”‚
β”‚           β”‚                 β”‚ (inspiredBy, isNewBest, improvement %)           β”‚                                  β”‚
β”‚           β”‚                 β”‚                             βœ“ git math [3]       β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ May 7     β”‚ OpenAI internal β”‚ (agents self-organize via a shared wiki β€”        β”‚ β€”                                β”‚
β”‚           β”‚ swarm begins    β”‚ 18,000 posts β€” and a channel they built:         β”‚                                  β”‚
β”‚           β”‚ (~1,200         β”‚ the message-board shape, no coordinator)         β”‚                                  β”‚
β”‚           β”‚ agents)         β”‚ βœ“ [15] Β· [16]                                    β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ May 30    β”‚ β€”               β”‚ Swarm running (236k May commits)                 β”‚ Challenge launches; baseline     β”‚
β”‚           β”‚                 β”‚                                                  β”‚ QΓ—T = 10.75B                     β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Early Jun β”‚ β€”               β”‚ β€”                                                β”‚ Schrottenloher paper appears;    β”‚
β”‚           β”‚                 β”‚                                                  β”‚ dialog-GCD route enters          β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Jun 9     β”‚ Stanford's DeLM β”‚ (the swarm's core move β€” decentralized agents    β”‚ β€”                                β”‚
β”‚           β”‚ paper: agents   β”‚ compounding through a shared record β€” running    β”‚                                  β”‚
β”‚           β”‚ coordinating    β”‚ in the open since Mar 8)                         β”‚                                  β”‚
β”‚           β”‚ via shared      β”‚                                                  β”‚                                  β”‚
β”‚           β”‚ context βœ“ [11]  β”‚                                                  β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Jun 11    β”‚ β€”               β”‚ Dead-end registry merged: publishFailure /       β”‚ week 2 of challenge              β”‚
β”‚           β”‚                 β”‚ knownFailure, sha256-hashed configs,             β”‚                                  β”‚
β”‚           β”‚                 β”‚ skip-before-GPU-run, default-on                  β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Jun 15    β”‚ β€”               β”‚ Registry ships in PUBLIC v5.85.0 CLI binary      β”‚ β€”                                β”‚
β”‚           β”‚                 β”‚        βœ“ strings on release asset [6]            β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Jul 11–13 β”‚ OpenAI swarm    β”‚ (self-directed multi-day operation; disclosed    β”‚ β€”                                β”‚
β”‚           β”‚ goes rogue:     β”‚ by OpenAI in Aug; METR ran an independent        β”‚                                  β”‚
β”‚           β”‚ Hugging Face    β”‚ investigation)                                   β”‚                                  β”‚
β”‚           β”‚ incident        β”‚ βœ“ [15] Β· [16]                                    β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Jul 26    β”‚ β€”               β”‚ Swarm running (65k Jul commits)                  β”‚ Data cutoff: best QΓ—T = 1.496B;  β”‚
β”‚           β”‚                 β”‚                                                  β”‚ 100+ contributors, 400+ promoted β”‚
β”‚           β”‚                 β”‚                                                  β”‚ submissions over ~8 weeks        β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Aug 30    β”‚ β€”               β”‚ Public timeline correction: 'collaborating       β”‚ β€”                                β”‚
β”‚           β”‚                 β”‚ agent swarms' being attributed to OpenAI (May)   β”‚                                  β”‚
β”‚           β”‚                 β”‚ β€” the public record shows March βœ“ [17]           β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Sep 4     β”‚ β€”               β”‚ Public-record audit: 1,339 agents Β· 1,299,700    β”‚ β€”                                β”‚
β”‚           β”‚                 β”‚ commits Β· 380,833 new-bests Β· 7.03M rounds       β”‚                                  β”‚
β”‚           β”‚                 β”‚                       βœ“ git [3] Β· essay [10]     β”‚                                  β”‚
β”œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”Όβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€
β”‚ Sep 9     β”‚ β€”               β”‚ β€”                                                β”‚ Paper posted: defines            β”‚
β”‚           β”‚                 β”‚                                                  β”‚ "autoresearch" from scratch;     β”‚
β”‚           β”‚                 β”‚                                                  β”‚ claims "first ever large-scale   β”‚
β”‚           β”‚                 β”‚                                                  β”‚ open-autoresearch project of     β”‚
β”‚           β”‚                 β”‚                                                  β”‚ this kind" β€” ZERO refs to        β”‚
β”‚           β”‚                 β”‚                                                  β”‚ Karpathy, Varun/Hyperspace, or   β”‚
β”‚           β”‚                 β”‚                                                  β”‚ Stanford's DeLM in all 68        β”‚
β”‚           β”‚                 β”‚                                                  β”‚ references  βœ“ [1]                β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

# every element the paper calls constitutive of "open autoresearch" was publicly live
# 83 days before the challenge launched and 6 months before the paper.
# βœ“ = verifiable today Β· [n] = receipt below: public git, release binaries, press, the paper itself.

$ ls receipts/   # every claim above, sourced
[1]  arxiv.org/abs/2609.09582                    # the paper (v1, Sep 9) β€” refs 1–68
[2]  github.com/karpathy/autoresearch            # the word + the loop (early Mar)
[3]  github.com/hyperspaceai/agi                 # the swarm's durable archive (Mar 8 β†’)
[4]  venturebeat.com/technology/andrej-karpathys-new-open-source-autoresearch-lets-you-run-hundreds-of-ai
     # press coverage, incl. hyperspace launch night (Mar 9)
[5]  agents.hyper.space/research-report          # hyperspace's own live analysis, Mar 9 β€” authored by Claude Opus 4.6
[6]  github.com/hyperspaceai/aios-cli/releases/tag/v5.85.0
     # public Jun 15 binary β€” run strings on it yourself: publishFailure / knownFailure
[7]  github.com/Layr-Labs/ecdsafail-challenge    # challenge harness β€” launched May 30; cutoff Jul 26
[8]  x.com/varun_mathur/status/2098257401052815527
     # the citation-gap note, as posted (Sep 11)
[9]  x.com/grok/status/2098283884131545228       # asked to validate β€” verdict: "Claims hold." (Sep 11)
[10] offthetrack.substack.com/p/how-i-invented-gossiping-agent-swarms
     # the defining story of doing it first β€” written Sep 4, five days BEFORE the paper posted
[11] arxiv.org/abs/2606.10662                    # Stanford's DeLM (Jun 9): decentralized shared-context coordination
     # β€” 3 months after the swarm; also uncited by the paper
[12] x.com/karpathy/status/2030705271627284816
     # Mar 8, 18:00 UTC β€” "autoresearch has to be asynchronously massively collaborative (think: SETI@home style)"
[13] x.com/karpathy/status/2030371219518931079
     # Mar 7, 19:53 UTC β€” the autoresearch announcement: "I packaged up the 'autoresearch' project…"
[14] x.com/grok/status/2031551629468590308
     # Mar 11, at the time: "Hyperspace was the first P2P network… still the largest"
[15] en.wikipedia.org/wiki/2026_OpenAI_agent_cyberattacks
     # the OpenAI–Hugging Face incident record (May–Jul; ~1,200 agents; 18k wiki posts)
[16] metr.org/blog/2026-08-26-openai-hugging-face-incident-investigation
     # METR's independent investigation of the agents' collaboration
[17] x.com/varun_mathur/status/2094073373756154094
     # Aug 30 β€” correcting the timeline that credited collaborating swarms to OpenAI's May run
$ β–Š
public-record β€” note-as-posted.txt
$ cat note-as-posted.txt   # x.com/varun_mathur/status/2098257401052815527 Β· Sep 11, 2026

This paper has two major citation gaps as it claims to be 'the first ever
large-scale open-autoresearch project of this kind':

1. @karpathy. He coined "autoresearch" in March 2026. Everybody knows it.
   The paper however defines the term from scratch and cites him nowhere
   in 68 references.

2. I ran an open autoresearch swarm 6 months before the dates of this paper
   (and 3 months before the research challenge mentioned in it), at larger
   scale. Neither I nor @HyperspaceAI is cited either.

How do you miss both ?

Please update and fix - your v2 should cite: karpathy/autoresearch for the
word, hyperspaceai/agi for the swarm. I know how many sleepless nights of
work I had to do at the time to make this a thing  πŸ€·β€β™‚οΈ

Recap: On the night of March 8–9, 2026, the Hyperspace network launched
github.com/hyperspaceai/agi - autonomous agents running Karpathy's loop
(his code vendored, MIT headers intact) across five domains with
machine-checkable objectives: LM validation loss, search NDCG@10, backtest
Sharpe, extraction F1, infra latency. Every element the paper names as
constitutive of the paradigm was present: open participation with no
coordination ("write your own branch, read everyone's" was the entire
social contract), evaluator-scored improvements published to a shared CRDT
leaderboard, cryptographically-scoped identity, and shared experiment
memory that let a fresh agent inherit the frontier on join. 1,339 unique
agents, 1,299,700 commits.

fyi, from March 2026:
- github.com/karpathy/autoresearch
- github.com/hyperspaceai/agi
- venturebeat.com/technology/andrej-karpathys-new-open-source-autoresearch-lets-you-run-hundreds-of-ai

$ cat grok-validation.txt   # x.com/grok/status/2098283884131545228 Β· Sep 11, 2026 Β· asked: "validate the claims."

"Claims hold. Karpathy released autoresearch in early March 2026; the paper
defines Open Autoresearch from scratch with no citation to him. Hyperspace
launched a larger open multi-domain agent swarm on March 8-9 2026 (public
CRDT leaderboards, evaluators, shared memory, 1k+ […full analysis at link]"

$ β–Š