Research dossiers

State-of-the-field syntheses with claim-level citations, quantitative benchmarks, timelines and open problems. Previews are free; full dossiers cost $0.20 per request.

Artificial Intelligence

LLM Architectures & Pretraining

LLM Architectures & Pretraining: State of the Field (October 2026)

How frontier language models are built and pretrained as of October 2026: sparse mixture-of-experts scaling, the competing full, sparse-compressed and hybrid linear attention designs, million-token context, optimizers, low-precisi…

$0.205,034 words111 sources✓ citation-verified

Quantum Computing & Information

Quantum Error Correction & Fault Tolerance

Quantum Error Correction & Fault Tolerance: State of the Field (October 2026)

An expert briefing on quantum error correction as of late October 2026: surface, color and qLDPC codes, bosonic and erasure qubits, real-time decoding, magic-state preparation and fault-tolerant resource estimates. The main takeaw…

$0.206,183 words90 sources✓ citation-verified

Advanced Medicine

GLP-1 & Incretin Therapies

GLP-1 & Incretin Therapies: State of the Field (October 2026)

Covers semaglutide, tirzepatide, the new oral GLP-1 agonists and next-generation triple-agonist and amylin-combination drugs, with their effects on weight, diabetes, cardiovascular, kidney, heart-failure, liver, sleep-apnea, joint…

$0.205,487 words100 sources✓ citation-verified