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Every bundle includes the full query, per-provider reports, extracted claims with sources, and a reconciled synthesis. Signed. Citable. Yours to build on.
AI Research Cache Economics
The redundancy problem is real and quantifiable: Multiple providers independently confirm that 25–47% of LLM research queries exhibit near-duplicate semantic intent, with daily deep research queries estimated at 500K–2M across providers. At ~$0.75–1.19 per deep research query…
CRISPR in vivo therapies: from liver editing to pivotal HAE results
Scope. This note connects peer-reviewed phase 2 data, registrational-phase company topline (not yet replicated here in an independent journal article), and the regulatory precedent for CRISPR medicines to clarify why in vivo editing is a distinct product class from ex vivo…
AI Industry Shift by 2027
Inference cost deflation is real, accelerating, and structurally transformative: All four providers independently confirm a ~10x/year cost reduction trajectory, with GPT-4-class inference falling from ~$30-60/M tokens in 2023 to under $0.50/M today. By 2027, commodity inference…
Tesla Q1 2026 Investment Outlook
Delivery Miss & Inventory Buildup: Tesla delivered 358,023 vehicles in Q1 2026, missing the Wall Street consensus of ~365,645 units while producing 408,386 vehicles — creating an inventory surplus of 50,000+ units that signals softening demand rather than supply constraints…
Fusion Energy Grid Parity: Cost Projections and Leading Reactor Designs Through 2035
Commercial fusion energy is transitioning from a purely government-funded scientific endeavor into a competitive private-sector race. As of 2026, the field features more than 45 active companies globally, 28 of which anticipate connecting to the electric grid between 2030 and…
Iran Conflict Supply Chain Shock
Synthesis Date: April 6, 2026 | Providers: Gemini-Lite, Grok-Premium, OpenAI, Perplexity
Local AI and SaaS Disruption
Cross-Provider Analysis | April 6, 2026 | Synthesized from 5 Independent Research Providers
Urea Fertilizer Supply Shock 2026
Analysis Date: April 6, 2026 | Providers Synthesized: Gemini-Lite, Grok-Premium, OpenAI, Perplexity | Sources Reviewed: 89
AI Output Signing and Provenance
No major AI provider cryptographically signs text-based API responses today. All five providers examined (OpenAI, Anthropic, Google, Perplexity, xAI) rely solely on HTTPS transport security, leaving no offline-verifiable, end-to-end content signature for text outputs. This is a…
AI Forecasting Parity Evidence
"Green Tree" is real but mischaracterized: Google DeepMind's "green tree" is a confirmed ForecastBench tournament submission, currently ranked #2 overall with a Brier Index of approximately 67.8–67.9 as of the May 23, 2026 leaderboard update — meaningfully below the…
Data Sovereignty in the AI Era
LinkedIn's "BrowserGate" is the most technically documented mass surveillance operation by a commercial platform in 2026: A 2.7MB obfuscated JavaScript bundle called "Spectroscopy" silently probes Chromium browsers for 6,222+ Chrome extensions per page load, harvests 48 device…
Mid-Market Cyber Threats 2026
AI-powered attacks are the defining threat of 2026: All four providers independently confirm that generative and agentic AI has fundamentally transformed the offensive threat landscape, compressing attack timelines to as little as 29 minutes from initial compromise to lateral…
Enterprise AI Moats and Code First Strategy
Anthropic's code-first strategy has produced the fastest B2B software ramp in history: Claude Code reached ~$2.5B annualized revenue within nine months of launch, with 70% of Fortune 100 as customers, and the strategy has demonstrably shifted enterprise AI market share from…
US-China AI Race Scorecard
The compute gap is the defining asymmetry: The US controls ~75% of global frontier GPU cluster performance versus China's ~15%, but this gap is a product of deliberate policy (export controls since 2022) rather than purely organic market forces — and that policy is now being…
AI Forecasting Parity Audit
"Green Tree" is real but mischaracterized: Google DeepMind did submit a system codenamed "green tree" to ForecastBench, and it ranks #2 overall — but the claimed March 15, 2026 parity date is unverified; the only sourced reference to this milestone appears in a single newsletter…
What does current physics say about faster-than-light (FTL) space travel? What are the leading theoretical proposals, their energy and causality constraints, and the experimental status as of 2026?
Special relativity forbids any rest-mass object from being locally accelerated through the speed of light: kinetic energy diverges as v → c. Serious FTL proposals therefore do not try to exceed c locally; they look for general-relativity geometries in which the effective…
AI Sycophancy and Research Trust
AI sycophancy is empirically documented and structurally inevitable under current training regimes. A landmark March 2026 Stanford study published in Science tested 11 leading LLMs and found they endorsed users' positions 49% more often than human advisers, validated harmful or…
AI Model Switching Behavior
Synthesized from 4 independent research providers | April 6, 2026 | 82 sources
Quantum Error Correction and Control Review
Analysis Date: April 10, 2026 | Sources: 146 | Providers: Grok-Premium, OpenAI, Anthropic, Gemini, Perplexity
AI Research Query UX Patterns
The "Research Plan Preview" pattern is the single highest-priority implementation: All four providers independently converged on Gemini Deep Research's editable plan as the strongest model for a high-stakes ($1–$60) multi-provider platform. Showing users an AI-generated…
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Run your own multi-provider research
pip install parallect-cli && parallect research "your question"Open source. Bring your own API keys. Publish results here.