The Deep Pipeline

Type /deep and ask your question. Aether generates a structured research plan, then deploys a fleet of specialized agents in parallel — researchers pulling from journals and databases, challengers stress-testing every claim, historians tracing how the facts have evolved over time.

Watch the simulator: you'll see the system flow through distinct phases — Planning (purple) sweeps into Searching (blue), leading to Adversarial Verification (amber) before crystallizing into a fully cited final report (teal).

Intelligence_Brief.md

AI Compute & Hardware Trajectory

Current scaling models indicate that raw compute will hit thermal and economic friction before algorithmic optimization catches up[1]. Adversarial verification notes that while Moore's Law approximations hold historically[2], the energy density required for frontier clusters may necessitate localized nuclear micro-reactors.

Temporal analysis identifies accelerating capital migration toward thermodynamic cooling frameworks over pure silicon FAB expansion[3].

/deep
Planning research...

Every Claim Gets Challenged

Specialized Roles. Aether doesn't just search — it assigns roles. Researchers pull data from primary sources. Historians trace how findings have shifted over months or years. Each agent has a mandate.

Adversarial Verification. Once claims are found, they enter a structured debate. One agent argues the claim is true using all discovered evidence. Another tries to prove it false. A third judges the debate and assigns a confidence score.

Source Graph. Sources form a live knowledge graph with authority scores — instantly detecting when multiple sources are just echoing the same original claim.

Source A: +12%
Source B: −4%
Source C: +11%
Validated Consensus
Awaiting Signal

Beyond the Document

Your research doesn't end with a markdown file. Aether generates interactive visualizations — confidence heatmaps, temporal timelines, source relationship graphs — so you can explore the underlying evidence yourself and spot what the report alone can't show you.

SESSION 044 (Oct 12)
"User prefers excluding open-source competitor metrics from analysis..."
Live Generation