Now
2026 = Construction Site
Reasoners + agents are scaling, but reliability remains brittle.
Timeline edition
Timeline mode: Story
TikTok cue: compact scenes, strong hooks, stacked progression.
Chapter run
Step 1 / 3
Start with a single public frame, then deepen into strategy and system constraints.
Infographic
2026 strategic assessment · consensus window: 2028-2032
From your AGI base report blocks: vibe shift, ambiguity barrier, energy wall.
Now
Reasoners + agents are scaling, but reliability remains brittle.
Core Barrier
Closed benchmarks saturate faster than open-ended discovery tasks.
Hard Constraint
Infrastructure timelines now throttle capability deployment.
Level 1
Magic → Construction → Power Plant.
Generative AI shocks the public narrative.
Industrial hardening and engineering constraints dominate.
Infrastructure convergence unlocks broad-scale deployment.
Capability Overview
Gap shown as the ambiguity barrier between structured and open-ended reasoning.
Level 2
Breakthrough narrative shifts to scaling and engineering.
Consensus window: 2028-2032
Phase 1
Capability high, long-horizon reliability inconsistent.
Phase 2
Energy and substrate upgrades catch up to model ambition.
Phase 3
HLMI window drives org-scale automation questions.
Level 3
Engineering_Core style summary with key milestones.
[LIVE] HLE_BENCH: 53.1%
[LIVE] GPQA_SCORE: 92.4%
[WINDOW] 2028-2032
[ALERT] Energy constraints force infrastructure-first strategy.
[2026-01] WORLD_MODEL grounding improves.
[2026-02] Autonomous maintenance behaviors emerge in robotics.
[2027-03?] Superhuman coding workflows become accelerants.
[2028-XX] Baseload + bandwidth convergence window.
[2030-XX] Org-scale automation threshold.
Continue through the archive
This run stays one chapter at a time, but the adjacent monitoring and archive lanes remain open.