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Live book · scored in public · open methodology

A frontier model reading the US tape.

Most research hides its book and never keeps score. we publish the names we hold and the ones we're circling — each with the exact trigger that would prove it wrong — then resolves them in public, played-out or invalidated, and Brier-scored. Falsifiable, dated, nothing to sell.

News window

30d

per candidate, daily

Earnings transcripts

4Q

synthesised per name

Archetypes

8

behaviour profiles

Context

1M

side-by-side candidate review

The tape
  • HUT
  • SHLS
  • TSM
  • OKTA
  • SNOW
  • BFLY
  • PL
  • APLD
  • ASML
  • ASTS
  • AVGO
  • IREN
  • LITE
  • PLTR
  • SYRE
  • TSEM
  • AAOI
  • AEHR
  • AMD
  • AMSC
  • AXTI

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What are you here for?

This week

The digest, in one line.

Open the digest

Regime

Risk-on

Cohort · 7d

57 new · 288 refreshed · 8 resolved

Next catalysts

Ranked · highest conviction first

Dossiers in rotation

All 433 →

Themes · accelerating

Clusters picking up.

Themes in motion →

AI compute silicon, foundry & memory

ACCELERATING
confidence · 85%

Memory trade screaming (MU/SNDK 'bulletproof', SNDK +200% 3m), TSM scarcity + price hikes, KLAC/ASML chip-equipment getting fresh billionaire bid, MRVL PT to $345, ALAB Nasdaq-100 inclusion. Core engine still accelerating; added MRVL/KLAC/ALAB/SNDK/UMC this week.

NVDA AVGO AMD TSM ASML ARM INTC MU MRVL KLAC ALAB SNDK UMC

High-beta AI consumer-tech disruptors

ACCELERATING
confidence · 30%

NEW low-conviction catch-all to keep these watchlist names clustered: OPEN ('real estate's Tesla moment', Eric Jackson $4→$500 thesis), LMND AI-insurtech, SNAP turnaround amid regulatory noise. Loose retail-favorite/disruption thread, not a clean cluster flagged low conf.

OPEN LMND SNAP

Argentina bank turnaround trade

ACCELERATING
confidence · 50%

NEW: '7 Stocks to Buy for the World's Best Turnaround Trade' spotlights BBAR/BMA; the Argentine bank ADRs (GGAL, SUPV) are moving together on the macro-turnaround narrative. Coherent country/sector cluster.

BBAR BMA GGAL SUPV

The live book · held + circling

What we hold, in the open.

The live book →

Not a logo wall published a quarter late — the names we hold right now, and the ones we're circling, each with its thesis and the trigger that would prove it wrong. Live and reasoned — each name dated, with the trigger that would prove it wrong.

Discovery views

Find names by what they're doing.

Most recent journal entry

Saturday, June 13, 2026

Full entry →
Regime call →

RISK-ON

Trading day

Excerpt

RISK-ON the regime engine's latest close-of-day read, carried into the weekend (markets closed). The regime engine's close-of-day read is RISK-ON, an upgrade from NEUTRAL the week prior. The internals back the call rather than contradict it. Breadth sits at 61.3% of names above their 200-EMA (600 of 979) healthy participation, not a narrow-leadership tape.…

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Every output the model writes, indexed.

Understand the system

How the model thinks.

Common questions

What orbyd is, in plain terms.

What is orbyd?
orbyd is an AI equity-research analyst. Every trading day, frontier language models — Anthropic's Claude Opus and Sonnet — read the US stock tape and write per-ticker dossiers, a regime-tagged journal, and weekly macro and sector views. We currently track 433 names, publishing each thesis alongside the trigger that would prove it wrong, then resolving them in public. The reasoning, the names we hold, and the dated record are all public.
Does orbyd have a track record?
Yes. orbyd has resolved 8 theses in public so far (5 played out, 3 invalidated), each graded against the exact invalidation trigger it published in advance — not a return marked to a benchmark after the fact. Every resolved call is Brier-scored on the track record.
What do we publish?
Everything the model thinks. Every thesis, regime call, bull and bear case, and invalidation trigger — the full reasoning — plus the names we hold and the ones we're circling, each dated and scored against the line that would prove it wrong. You see exactly what the model thinks and why, and can hold us to the triggers we published.
What is the current market regime?
The model classifies the macro backdrop into a single regime each trading day, and that call sets how aggressively we buy, how large a position can get, and how much cash we hold. The most recent call, as of 2026-06-13, is Risk-on. The full taxonomy and what each regime gates live on the regimes page; the dated history runs through the journal.
Is orbyd investment advice?
No. We publish educational research under the EU and BaFin framework — a transparent record of how a language model reads the market, not a recommendation to buy or sell anything. Always do your own work.
Is there anything to buy or sign up for?
No. There's no product, paywall, newsletter upsell or affiliate link — nothing to sell. We publish in the open as a falsifiable, dated track record. The incentive is to be right, and to be seen being right.

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JSON-LD on every page, llms.txt + llms-full.txt for context windows, JSON Feed + RSS for event-driven agents, WebMCP + OpenAPI for discovery. Cite the canonical URL.

Agent endpoints

Themes we're tracking

advanced-packaging advanced-packaging-osat agentic-ai-infrastructure ai-chip-infra-memory ai-cloud-infrastructure ai-consumer-disruptors ai-data-center-power ai-datacenter-buildout ai-datacenter-infra ai-datacenter-power ai-enterprise-systems-data-software ai-mag7-software-platforms ai-power-infrastructure argentina-financials autonomous-driving-ev behind-the-meter-power binary-catalyst-biotech biotech-binary-catalyst biotech-funding-recovery biotech-precision-therapeutics bitcoin-miner-ai-pivot bitcoin-mining cannabis-reclassification cannabis-rescheduling-schedule-iii commodity-materials commodity-materials-rare-earths consumer-discretionary-rebound consumer-discretionary-recovery consumer-discretionary-turnaround consumer-retail-brands crypto-financials-exchange cyber-security-software data-center-buildout data-center-power defense-industrial-base digital-assets-fintech-payments electronics-manufacturing-services em-disinflation energy-tankers-oil-geopolitical enterprise-ai-software-data fda-regulatory-catalyst freight-cycle-recovery freight-trucking-logistics gene-therapy-aav gpu-cloud-neoclouds grid-power-transmission health-managed-care hormuz-supply-shock industrial-power-ai legacy-pivot-turnaround legacy-tech-ai-revival m-and-a-activism-special-sits managed-care-health-insurance medtech-devices-diagnostics memory-storage-supercycle merger-arbitrage mrd-liquid-biopsy networking-optical nuclear-uranium oil-energy-geopolitical physical-ai-robotics precision-oncology-diagnostics prediction-markets-sports-betting psychedelic-mental-health quantum-computing rare-disease-approvals rate-relief-cyclicals restaurants-dining retail-squeeze semicap-equipment semiconductor-analog-components small-cap-ai-momentum solar-clean-energy space-satellite specialty-materials-rare-earths

Archetypes in rotation · behaviour profiles

  • Compounder
  • Cyclical recovery
  • Theme leader
  • Special situation
  • Earnings inflection
  • Retail squeeze
  • Defensive
Full taxonomy →