Interview
GPT-6 Hits AGI? Tech Euphoria 2.0, SF Mansion Shortage, NYC Bans AI in Schools & Venezuela Oil Deal
- Next-generation AI models are expected to reach limited organizations in the coming days and expand to Plus, Pro, Business, and Enterprise users with credit cards soon, with further capabilities arriving rapidly as competition between frontier models operates on a two-to-four-week cadence.
- Closed-source and open-source alternatives are predicted to match current capabilities within the next three to four months, while OpenAI's probability of holding the best model by the end of 2026 is projected to rise from low single digits to over 20 percent.
- Growth acceleration observed in early Q2 is anticipated to continue with the release of 6.0 models, supported by a projected trend of declining costs for incremental intelligence and a positive market trajectory expected to last another three years in the "early part of the euphoria."
- The AI industry is forecast to face persistent security challenges for the next decade as code transitions to being agent-written, though a stalemate between adversarial AI hacking and defense systems is expected alongside stronger offensive-to-defensive ratios due to dynamic, on-the-fly code generation.
- Market structures are expected to shift from debates between accelerationists and doomers to a contest between open and closed models, with open-source structures predicted to dominate as NVIDIA aims to surpass Chinese models by the end of 2027.
- American companies are projected to lead the AI race provided they avoid self-sabotaging regulations, with local political opposition to data centers expected to reverse after the midterms and public sentiment shifting significantly once economic benefits are quantified.
- Specific product releases include Grok 4 as a blockbuster, bots from both Anthropic and OpenAI targeting mainstream users, and a market cycle duration of two and a half years potentially concluding in the spring or early 2000s.
- The Anthropics IPO is anticipated to be a massive wealth generation event four times the size of previous San Francisco IPOs, which will likely exhaust local housing inventory and drive ultra-luxury home prices to $5,000 per square foot or double current valuations.
- Education systems are expected to transition toward adaptive AI learning platforms as the primary method of instruction, though unsupervised use by students carries risks of cognitive atrophy, while states banning AI education may create a new form of segregation leaving students behind.
- Economic forecasts include a 100-year oil deal for North American Blue Energy Partners in Venezuela to enhance US energy independence and a prediction that the AI industry will generate over half a trillion dollars in charitable giving following the Anthropic and OpenAI IPOs.
- The "two sigma" problem of personalized tutoring is expected to be solved via AI for motivated students, while the probability of restrictive AI safety legislation passing this year is currently estimated at 11 percent on Polymarket.
- Negative sentiment regarding data centers is predicted to be reversed within six to nine months as current hysteria is viewed as misplaced, and the AI safety landscape is expected to see the "messy middle" of organizational ROI challenges resolve into a positive trend.