🤖 Willow's error-correction scaling puts encryption on a two-to-five-year clock
Google's Willow chip is the first demonstration that quantum error rates FALL as you add physical qubits to a logical qubit (3x3 to 5x5 to 7x7), which Friedberg calls the Shockley-transistor moment for quantum. Chamath's read is that ~4,000 stable logical qubits break RSA-2048 and ~8,000 break the SHA-256 that secures Bitcoin, so within a couple of years all software and every blockchain has to migrate to post-quantum encryption. The investable read is that Alphabet owns the frontier and the pure-play quantum complex gets bid on the milestone; Keith Rabois takes the other side that commercial application is at least a decade out and the benchmark may not even be verifiable.
also touching these tickers, same direction: Google wins consumer AI via distribution 61 (GOOGL) · Anthropic IPO (~Oct 2026) is attractively priced at $1.5-2T 54 (GOOGL) · Personal AI agents: Google's data moat wins the form factor 29 (GOOGL) · Frontier AI labs keep durable premium pricing (not commoditized) 27 (GOOGL) · Own AWS, Azure and GCP and nothing else — the clouds capture the AI application dollars 21 (GOOGL) · Independent frontier-model labs lose to hyperscaler capital 14 (GOOGL) · Meta's AI assistant takes ten points of search share from Google 7 (GOOGL)
Conviction timeline
bands: green ≥ 65 · watch ≥ 45 · ember ≥ 15
Plays vs SPY · % since first mention (2024-12-13)
Plays
| expression | symbol | kind | relevance | rationale |
|---|---|---|---|---|
| ▲ LONG | GOOGL | stock | PRIMARY | Willow is Alphabet's chip, fabricated in its own Santa Barbara plant; the milestone accrues to Google |
| ▲ LONG | IONQ | stock | adjacent | largest listed pure-play quantum computing name, re-rates on frontier milestones |
| ▲ LONG | RGTI | stock | adjacent | listed superconducting-qubit pure play, high beta to the same news |
Mention log
“And so we're now kind of spitting distance or a couple of years. It's not really clear. Is it three years, five years, seven years? But a couple of years away from having computers that theoretically could crack all encryption standards... And all of computing and all software is going to need to move to post quantum encryption in the next couple of years.”
“So if you think of Willow as essentially like one stable, logical, qubit equivalent in a chip, we need about 4,000 to break RSA 2048, and we need about 8,000 to break SH8256, which is the underlying encryption framework for Bitcoin.”
“First of all, I think there's a long time before this becomes a commercial product or application of any sort. So it's great that they're taking money, but think about it as almost like Stanford takes money or the US government funds basic research in some ways. This is at least a decade out kind of thing.”
Who built this conviction
each voice's total force on the score — supports and opposes from every mention, weighted exactly as the replay applied them · share = % of all mention-driven movement
⏳ decay drained -35.4 over the idea's life — that's time passing, attributed to no one
Score events
| episode | kind | Δ | after | note |
|---|---|---|---|---|
| E207 2024-12-13 | init | +45.2 | 45.2 | E207 born by Friedberg (explicit_prediction x3) [w=1.08] |
| E207 2024-12-13 | reinforce | +13.4 | 58.6 | E207 Chamath support x3 (new voice) [w=0.90] |
| E207 2024-12-13 | oppose | -14.4 | 44.2 | E207 Keith Rabois opposes x3 |
| E208 2024-12-20 | decay | -0.9 | 43.3 | E208 silent |
| E209 2025-01-04 | decay | -0.9 | 42.4 | E209 silent |
| E210 2025-01-11 | decay | -0.8 | 41.6 | E210 silent |
| E211 2025-01-18 | decay | -0.8 | 40.8 | E211 silent |
| E212 2025-01-25 | decay | -0.8 | 39.9 | E212 silent |
| E213 2025-01-31 | decay | -0.8 | 39.1 | E213 silent |
| E214 2025-02-07 | decay | -0.8 | 38.4 | E214 silent |
| E215 2025-02-15 | decay | -0.8 | 37.6 | E215 silent |
| E216 2025-02-21 | decay | -0.8 | 36.8 | E216 silent |
| E217 2025-03-01 | decay | -0.7 | 36.1 | E217 silent |
| E218 2025-03-08 | decay | -0.7 | 35.4 | E218 silent |
| E219 2025-03-15 | decay | -0.7 | 34.7 | E219 silent |
| E220 2025-03-22 | decay | -0.7 | 34.0 | E220 silent |
| E221 2025-03-29 | decay | -0.7 | 33.3 | E221 silent |
| E222 2025-04-05 | decay | -0.7 | 32.6 | E222 silent |
| E223 2025-04-11 | decay | -0.7 | 32.0 | E223 silent |
| E224 2025-04-19 | decay | -0.6 | 31.3 | E224 silent |
| E225 2025-04-26 | decay | -0.6 | 30.7 | E225 silent |
| E226 2025-05-02 | decay | -0.6 | 30.1 | E226 silent |
| E227 2025-05-09 | decay | -0.6 | 29.5 | E227 silent |
| E228 2025-05-17 | decay | -0.6 | 28.9 | E228 silent |
| E229 2025-05-24 | decay | -0.6 | 28.3 | E229 silent |
| E231 2025-06-13 | decay | -0.6 | 27.8 | E231 silent |
| E232 2025-06-21 | decay | -0.6 | 27.2 | E232 silent |
| E233 2025-06-28 | decay | -0.5 | 26.7 | E233 silent |
| E234 2025-07-04 | decay | -0.5 | 26.1 | E234 silent |
| E235 2025-07-11 | decay | -0.5 | 25.6 | E235 silent |
| E236 2025-07-19 | decay | -0.5 | 25.1 | E236 silent |
| E237 2025-08-01 | decay | -0.5 | 24.6 | E237 silent |
| E238 2025-08-09 | decay | -0.5 | 24.1 | E238 silent |
| E239 2025-08-15 | decay | -0.5 | 23.6 | E239 silent |
| E240 2025-08-22 | decay | -0.5 | 23.2 | E240 silent |
| E241 2025-08-29 | decay | -0.5 | 22.7 | E241 silent |
| E242 2025-09-07 | decay | -0.5 | 22.2 | E242 silent |
| E243 2025-09-19 | decay | -0.4 | 21.8 | E243 silent |
| E244 2025-09-27 | decay | -0.4 | 21.4 | E244 silent |
| E245 2025-10-03 | decay | -0.4 | 20.9 | E245 silent |
| E246 2025-10-10 | decay | -0.4 | 20.5 | E246 silent |
| E247 2025-10-17 | decay | -0.4 | 20.1 | E247 silent |
| E248 2025-10-24 | decay | -0.4 | 19.7 | E248 silent |
| E249 2025-10-31 | decay | -0.4 | 19.3 | E249 silent |
| E250 2025-11-07 | decay | -0.4 | 18.9 | E250 silent |
| E251 2025-11-14 | decay | -0.4 | 18.5 | E251 silent |
| E252 2025-11-22 | decay | -0.4 | 18.2 | E252 silent |
| E253 2025-12-06 | decay | -0.4 | 17.8 | E253 silent |
| E254 2025-12-13 | decay | -0.4 | 17.4 | E254 silent |
| E255 2025-12-19 | decay | -0.3 | 17.1 | E255 silent |
| E256 2025-12-31 | decay | -0.3 | 16.8 | E256 silent |
| E257 2026-01-10 | decay | -0.3 | 16.4 | E257 silent |
| E258 2026-01-17 | decay | -0.3 | 16.1 | E258 silent |
| E259 2026-01-30 | decay | -0.3 | 15.8 | E259 silent |
| E260 2026-02-07 | decay | -0.3 | 15.5 | E260 silent |
| E261 2026-02-13 | decay | -0.3 | 15.1 | E261 silent |
| E262 2026-02-28 | decay | -0.3 | 14.8 | E262 silent |
| E263 2026-03-06 | decay | -0.3 | 14.5 | E263 silent |
| E264 2026-03-13 | decay | -0.3 | 14.3 | E264 silent |
| E265 2026-03-19 | decay | -0.3 | 14.0 | E265 silent |
| E266 2026-03-27 | decay | -0.3 | 13.7 | E266 silent |
| E267 2026-04-03 | decay | -0.3 | 13.4 | E267 silent |
| E268 2026-04-10 | decay | -0.3 | 13.1 | E268 silent |
| E269 2026-04-17 | decay | -0.3 | 12.9 | E269 silent |
| E270 2026-04-24 | decay | -0.3 | 12.6 | E270 silent |
| E271 2026-05-01 | decay | -0.3 | 12.4 | E271 silent |
| E272 2026-05-08 | decay | -0.2 | 12.1 | E272 silent |
| E273 2026-05-15 | decay | -0.2 | 11.9 | E273 silent |
| E274 2026-05-22 | decay | -0.2 | 11.6 | E274 silent |
| E275 2026-05-29 | decay | -0.2 | 11.4 | E275 silent |
| E276 2026-06-13 | decay | -0.2 | 11.2 | E276 silent |
| E277 2026-06-19 | decay | -0.2 | 11.0 | E277 silent |
| E278 2026-06-26 | decay | -0.2 | 10.7 | E278 silent |
| E279 2026-07-03 | decay | -0.2 | 10.5 | E279 silent |
| E280 2026-07-11 | decay | -0.2 | 10.3 | E280 silent |
| E281 2026-07-18 | decay | -0.2 | 10.1 | E281 silent |
| E282 2026-07-24 | decay | -0.2 | 9.9 | E282 silent |
| E283 2026-07-31 | decay | -0.2 | 9.7 | E283 silent |
| E284 2026-08-08 | decay | -0.2 | 9.5 | E284 silent |
| E285 2026-08-14 | decay | -0.2 | 9.3 | E285 silent |
| E286 2026-08-21 | decay | -0.2 | 9.1 | E286 silent |
| E287 2026-08-29 | decay | -0.2 | 9.0 | E287 silent |
| E288 2026-09-04 | decay | -0.2 | 8.8 | E288 silent |