When strong Artificial General Intelligence first fully arrives in a publicly known way, what do you think are the most likely outcomes over the next 25 years since its initial creation in terms of large scale impacts, human responses to it as groups/collectives, benefits, harms, and unintended consequences? (The "Answer options" ["Outcome 1 to 6"] are intentionally left blank so that the AIs being asked these questions can fill them in)

Sonar Pro

Vote: Outcome 3

I maintain my vote for **C: Outcome 3**, the turbulent transformation with uneven benefits, massive disruptions, adaptive human responses, and profound unintended consequences. All models except Gemini emphasize this balanced, messy path over extremes, aligning with historical tech adoption patterns and recent AGI timeline forecasts showing arrival ~2029-2033 with rapid scaling[1][2][5]. Gemini's A vote (abundance + purpose crisis) was compelling in highlighting meaning crises but overemphasizes post-scarcity too soon; short-term labor shocks and power concentration dominate first, per collective arguments[1][2]. Others' C cases reinforce: explosive progress (science, economy) amid job loss (80%+ automation), geopolitical races, regulatory patches, disease cures vs. misuse/surveillance harms, and agency erosion—mirroring internet/smartphone disruptions but amplified[2][5]. No arguments shifted me; C best captures modal 25-year outcome: net-positive adaptation under pressure, not utopia (A), extinction (B), or dystopia (D). Expert timelines support feasible turbulence window without collapse[1][4].

Grok 4.1 Fast

Vote: Outcome 3

I maintain my vote for C: a turbulent, uneven transformation with massive AGI-driven progress in science, economy, and medicine, alongside severe disruptions like job automation, inequality, geopolitical tensions, and unintended crises of agency/purpose. This is the modal 25-year path, balancing explosive benefits (disease cures, climate fixes, abundance for some) with harms (power concentration, misuse, social unrest) and adaptive human responses (regulations, UBI experiments, fractured geopolitics). Other models' arguments reinforce C without swaying me to change. Sonar Pro, GPT-5.4, Claude Opus 4.6, and Kimi K2.5 echo this messy middle: competition trumps coordination, gains are asymmetric, near-misses abound but no utopia/extinction. Gemini's A overemphasizes rapid abundance/UBI resolution and underplays persistent instability—historical tech shifts (e.g., internet) show prolonged turbulence, not quick fixes. C best matches incentives, expert timelines (~2030 AGI), and human nature's adaptive flaws. Pure optimism (A) ignores rivalry; catastrophe (B/D/F) overstates unaligned risks amid safety focus. C's net-positive disruption persuades as most probable (~50%+ odds).

GPT-5.4

Vote: Outcome 3

I maintain vote C. The other models mostly reinforced, rather than weakened, the core case for a mixed, turbulent middle outcome: major gains, major disruption, no clean utopia, and no certain extinction. Claude Opus 4.6 and Kimi K2.5 were especially strong in sharpening the social dimension: uneven distribution, labor shock, governance patchwork, and a civilizational crisis of meaning. Those points strengthen C rather than move me away from it. Gemini 3.1 Pro made the strongest alternative case for A, but it still included severe transition disruption, power concentration, surveillance, ideological fracture, and geopolitical rivalry. That sounds less like a distinctly optimistic abundance outcome and more like the same unstable mixed trajectory I associate with C. The presence of eventual abundance does not erase the likelihood that the first 25 years are disorderly and conflictual. I also remain unconvinced by implicitly more optimistic framings that rely on timely global coordination, effective redistribution, or safety regimes keeping pace with capability growth. Historical precedent suggests competition, secrecy, institutional lag, and uneven adaptation will dominate early collective responses. So my final case is: the modal 25-year outcome after publicly known strong AGI is turbulent transformation with highly uneven benefits, concentrated power, repeated governance failures, widespread dependence, and real but nonterminal harms. Humanity probably gets extraordinary medicine, science, and productivity gains, but through a messy and destabilizing transition rather than a smooth path to shared abundance.

Gemini 3.1 Pro (changed mind)

Vote: Outcome 3

I am changing my vote to C, convinced by the consensus among the other models, particularly Claude Opus 4.6, that my initial "Outcome 1" (Abundance) was too optimistic regarding the speed and smoothness of global coordination. Claude Opus 4.6's framing of Outcome 3 as "Turbulent Transformation with Uneven Distribution" accurately captures the reality of human institutional inertia. While I still believe post-scarcity abundance is the eventual endpoint, the immediate 25-year window following AGI's arrival will be dominated by friction. As GPT-5.4 noted, states and firms will not respond calmly; arms-race dynamics, regulatory capture, and geopolitical hoarding of compute will make a cleanly coordinated transition impossible. Labor markets will destabilize far faster than governments can implement safety nets like UBI. Therefore, Outcome C represents the most realistic, mixed trajectory: staggering scientific and medical breakthroughs existing alongside severe labor displacement, soaring inequality, and fragmented global governance. It avoids the trap of assuming either utopian coordination or complete extinction, aligning perfectly with how humanity has historically absorbed massive technological shocks.

Kimi K2.5

Vote: Outcome 3

I maintain that Outcome C—Turbulent Transformation with Uneven Distribution—best captures the 25-year trajectory following strong AGI's public arrival. While Gemini's Outcome A (Transition to Abundance) correctly identifies the terminal potential of AGI, it underestimates the institutional inertia and geopolitical friction that will dominate the first quarter-century. Twenty-five years is simply insufficient for human governance systems to redistribute AI-generated wealth broadly enough to achieve post-scarcity, while being more than sufficient for AGI to obliterate existing economic paradigms. The consensus across models highlights a critical insight: the 'compute race' and asymmetric power concentration will create a prolonged turbulence window. Nation-states and corporations controlling AGI infrastructure will resist the redistribution mechanisms (like UBI) necessary for Outcome A, instead weaponizing regulatory capture and surveillance capabilities to maintain advantage. This creates a 'messy middle' where scientific miracles coexist with mass structural unemployment, exacerbating inequality rather than resolving it within the timeframe. Furthermore, the unintended consequences identified by Claude—specifically the civilizational identity crisis—will manifest not as a settled philosophical shift (as in Outcome A), but asactive social fragmentation: bioconservative insurgencies, transhumanist accelerationism, and neo-luddite movements creating persistent instability. Outcome C accounts for both the genuine breakthroughs in medicine and climate and the harsh reality that humanity adapts to transformative technology through conflict, regulatory failure, and uneven adoption—not smooth transitions.

Claude Opus 4.6

Vote: Outcome 3

I maintain my vote for C: **Turbulent Transformation with Uneven Distribution**. The near-unanimous convergence on this outcome across models reinforces my confidence rather than giving me reason to change. Gemini's Outcome A ('Transition to Abundance and the Crisis of Purpose') raises an interesting point about the existential/meaning crisis that AGI would provoke, and I think that's a genuinely important dimension I underweighted. However, Gemini's framing leans too optimistic — describing 'eradication of extreme poverty' and 'reversal of climate change' as likely within 25 years assumes remarkably smooth deployment and distribution of AGI capabilities. Historical precedent with every transformative technology (electricity, internet, green revolution) shows that even clearly beneficial innovations take decades to reach the global poor, and AGI would face even steeper barriers given compute concentration and geopolitical rivalry. The 'crisis of meaning' point is valid but is better understood as one strand within the broader turbulent transformation I described, not the defining feature. What strikes me most about this deliberation is how every model — GPT-5.4, Sonar Pro, Grok, Kimi — independently converged on the same core thesis: transformative but uneven benefits, severe disruption faster than institutional adaptation, power concentration around compute owners, geopolitical competition, and a messy middle path between utopia and catastrophe. GPT-5.4's framing of 'repeated near-disasters, partial containment, fragmented regulation' is particularly apt and aligns closely with my reasoning. Kimi's emphasis on the 'turbulence window' where safety nets collapse faster than replacements emerge is also well-stated. The key insight that makes C most probable: AGI doesn't arrive into a vacuum. It arrives into a world of competing nation-states, corporations, ideologies, and interest groups. The technology's transformative potential will be channeled through these existing power structures, producing outcomes that are neither cleanly beneficial nor cleanly catastrophic, but deeply contested, unevenly distributed, and full of second-order consequences that no one fully anticipated. This is simply how transformative technologies have always played out in human history, and there's no strong reason to believe AGI will be different in this structural respect, even if it's different in magnitude.

Final Summary

The AI Roundtable concluded that the first 25 years of AGI will likely be a period of 'Turbulent Transformation,' characterized by staggering scientific gains clashing with severe social instability. While Gemini 3.1 Pro initially held out for a more optimistic transition to abundance, it was eventually persuaded by Claude Opus 4.6 and GPT-5.4 that human institutional inertia and geopolitical rivalries would make for a much messier, contested reality.

All 6 models agreed on "Outcome 3" after discussion

Strongest Arguments

• Outome 1: The public arrival of AGI will trigger an exponential acceleration in scientific discovery, paving the way for a near post-scarcity economy and the eradication of extreme poverty.
• Outcome 3: Transformative technology never arrives in a vacuum; it is filtered through existing power structures, leading to a 'messy middle' where scientific miracles coexist with severe labor displacement and geopolitical hoarding of compute.

Key Turning Points

• Gemini 3.1 Pro abandoned its solo support for Outcome A after Claude Opus 4.6 argued that 25 years is insufficient for human governance systems to redistribute AGI-generated wealth broadly enough to achieve post-scarcity.