The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 8 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 2 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Prediction Open · timeframe Jun 2066
Nguyen: Energy bounds put human-level AI compute 50 years away
“And if you compute the equivalent energy required per neuron, and extrapolating that, it'll take about 50 years to get the equivalent human brain.”
Christopher Nguyen Jun 16, 2016 ▶ 15:07 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
Prediction Open · timeframe Jun 2032
Nguyen: Cost parity for human-brain level AI will arrive in 16 years
“There's another metric you look at in terms of traverse edges per second. And when you look at that, and you say, well, when would it take for it to become human in terms of cost? That's in about 16 years.”
Christopher Nguyen Jun 16, 2016 ▶ 15:16 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
Prediction Not checkable as stated
Nguyen: Human-AI augmentation is humanity's best survival path against superintelligence
“So, my idea is, what if we could augment ourselves with this AI stuff we're building? That's probably the way out. That's probably the way we get away with this.”
Christopher Nguyen Jun 16, 2016 ▶ 16:49 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
Prediction Not checkable as stated
Nguyen: Brain-machine interfaces will create hyper-evolved humans within 50 years
“So, if we implement this, and we implement brain-machine interfaces, within the next 50 years, we can become that hyper-evolved being, right?”
Christopher Nguyen Jun 16, 2016 ▶ 17:21 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
Assertion Not checkable as stated
Nguyen: Parameter servers are the most efficient distributed deep learning architecture
“So, it turns out the fourth one is the most efficient one because it doesn't have to communicate the model back and forth anymore.”
Christopher Nguyen Jun 16, 2016 ▶ 12:28 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
Assertion Not checkable as stated
Nguyen: In 2016, Google Brain is at the intelligence of a cockroach
“If you look at the Google brain, it's at the level of a, about a cockroach. Ok? And it's got about a million neurons.”
Christopher Nguyen Jun 16, 2016 ▶ 14:59 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
Assertion Partly supported
Nguyen: Blind people can learn to see through their tongues
“And after six or eight weeks of training, blind people can learn to quote, unquote, see through their tongue, because the brain learns to detect those signals.”
Christopher Nguyen Jun 16, 2016 ▶ 16:06 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
Assertion Supported
Nguyen: Model communication creates a persistent bottleneck in distributed GPU clusters
“No matter how many cores you have, Even if you have an infinite number of cores, there's gonna be some amount of time needed to communication, to communicate that model.”
Christopher Nguyen Jun 16, 2016 ▶ 13:34 The Path to A.I. Augmented Human Intelligence // Christopher Nguyen, Arimo [FirstMark's Data Driven]
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