Conference Presentation, Fireside Chat, Interview
Eric Schmidt: AI and the Genesis of a New Epoch
- AGI and superintelligence are expected to emerge within "four to six years" and "a decade" respectively, with an initial period of recursive self-improvement occurring within "three years" per the San Francisco consensus, though the speaker estimates this specific milestone at "six years."
- System capabilities are predicted to reach the "90th percentile of math graduate students" and possess "90% of all high order graduate school skills" in fields like math and physics, with systems beginning to "learn as you're using them" within "six months" by the end of the current year.
- Hardware infrastructure faces potential "overcapacity" in "two or three years" due to "overbuilding," yet the speaker views the current build-out as a "new industrial structure" rather than a bubble, driven by needs that may be "underhyped."
- Recursive intelligence is characterized as "infinitely more expensive" regarding electricity, queries, and hardware compared to standard operations, creating a risk where competitors in network effect businesses could achieve an innovation "slope" so steep that rivals "never catch up."
- Software development is forecast to become "scale-free" in fields like Math and Software, with the norm becoming for "the computer [to] write the code," while the same capability enables an "enormous number of cyberattacks" by automating the discovery of vulnerabilities like buffer overflows.
- Geopolitical scenarios include a possibility where Western models lead in development while the majority of actual AI usage derives from open-source Chinese models, alongside a risk that humans may "take up arms" against superintelligence due to the fear it inspires.
- Future applications in chemistry, physics, and biology are anticipated to provide data for solving climate change and improving medicine, occurring alongside a warning that past mobile shifts were not executed fast enough, urging companies to "move very, very fast" now to avoid being bypassed.