What is Wolfram Language? (Stephen Wolfram) | AI Podcast Clips

Stephen Wolfram describes Wolfram Language as the highest-level computer language ever built, a symbolic language whose primitives represent things that exist in the world rather than raw computer operations. He walks through live demos like image identification and finding nearest volcanoes, explaining the decades-long effort to build the Wolfram knowledge base behind Wolfram Alpha. The conversation moves into AI history, the relationship between machine learning and curated computational knowledge, and the vision of a 'symbolic discourse language.' Wolfram discusses computational contracts, automated content selection and AI ethics, and proposes a market of differing ethical modules people can choose. He closes reflecting on optimism, long-tail projects, the Turing test, and Alan Turing's own dream of computational knowledge.

• Wolfram claims Wolfram Language is 'by far the highest level computer language that exists,' built deliberately opposite to other languages.
  00:03:09
• Live demo: image identify misclassifies Wolfram as a plunger before getting 89% 'person' on a better photo.
  00:05:13
• He admits surprise Wolfram Language isn't more popular and blames slow idea-absorption plus his focus on products over commercialization.
  00:14:08
• Argues open-sourcing everything would NOT work because maintaining knowledge integrity requires centralized leadership.
  00:15:43
• Reveals he initially assumed building Wolfram Alpha would require solving general AI, then bet his own computational-equivalence paradigm could shortcut it.
  00:20:30
• Story of Marvin Minsky testing the system with random medical, chemistry, astronomy queries and concluding 'oh my god it actually works.'
  00:23:33
• Argues there must NOT be a single AI ethics module governing the world; proposes multiple value-system-branded modules people self-select.
  00:30:18
• Says Wolfram Alpha bots lose the Turing test instantly because they answer obscure knowledge no human would know.
  00:38:39

• Wolfram Language has around 6,000 built-in primitive functions covering hugely varied domains.
  00:03:39
• The language natively knows every volcano in the world and can compute and map the nearest ones.
  00:06:50
• Wolfram Language is 33 years old, existing for more than half the entire ~60-year history of computer languages.
  00:17:18
• Mathematica/Wolfram Language is effectively free via site licenses at essentially all major US universities.
  00:18:22
• Wolfram took his early team to a big reference library and set the goal of ingesting everything in it within a year or two.
  00:21:00
• His principle: any knowledge area lacking a real expert helper wouldn't come out right.
  00:22:32
• Notes Gottfried Leibniz proposed computational contracts in the 1600s but was ~300 years too early.
  00:35:34
• Alan Turing considered making Encyclopedia Britannica computational and estimated the effort, being more pessimistic than reality.
  00:39:41
• Computational contracts could encode rules like what a self-driving car should do, written in computable rather than legalese form.
  00:28:46

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