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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 resolve them in public, played-out or invalidated, and Brier-scored. Falsifiable, dated, nothing to sell.

The state of the research

Everything, at a glance.

Track record

142 resolved

Scored in public

142resolved · Brier 0.25

58 played out · 84 invalidated — each vs its own published kill level.

What changed · 7d

15 new · 26 resolved

Latest moves

The book · held + circling

27 held · 33 circling

What we hold

Hot · momentum

15 themes accelerating

Strongest trends

orbyd momentum board — the top 5 US names by 3-month price momentum, as of 2026-07-23
# Name 3m 1m Accel
1 CRNX +114.0% +133.0% +141.1%
2 UTZ +87.0% +99.8% +106.2%
3 ATAI +52.3% +75.0% +88.0%
4 HELP +35.0% +60.6% +76.6%
5 MAN +61.6% +54.4% +49.7%

Catalysts · this week

100 this week

On the clock

ALK

Alaska Air Group, Inc.

earnings

today

Bed Bath & Beyond, Inc.

earnings

today
CLF

Cleveland-Cliffs Inc.

earnings

today

Enova International, Inc.

earnings

today

+96 more this week

Themes in motion

15 accelerating · 6 maturing

Clusters picking up

Source: orbyd nightly pipeline — computed from US market close data, as of (Europe/Berlin).

Ranked · highest conviction first

Dossiers in rotation

All 641 →

LSTR

Landstar System, Inc.

MEDIUM

Theme cluster led by RXO peer name. Stated win-probability p=0.62. A genuine freight-cycle upturn after a multi-year trucking recession: brokerage, LTL and truckload volumes and spot rates are re-accelerating, lifting asset-light and…

Defensive
analysed ·

MRCY

Mercury Systems Inc

MEDIUM

Defense-electronics turnaround re-rating inside an accelerating modernization tape: Q3 FY26 (2026-05-06) printed record bookings $348M (+73.7% YoY), 1.48 book-to-bill, record ~$1.6B backlog and +46% EBITDA, with FCF guided positive. But…

Special situation defense-aerospace ai-datacenter-infrastructure
catalyst ·

OKTA

Okta, Inc.

MEDIUM

Identity-security re-rating entering a second, sell-side-led leg: a post-print upgrade wave (KeyBanc street-high $175 on 07-10, Scotiabank upgrade to $165 on 07-06) is still building six weeks after the 05-29 beat-and-raise, lifting the…

Defensive cybersecurity
analysed ·

OSCR

Oscar Health, Inc.

MEDIUM

Margin-recovery re-rate has carried the ACA pure-play leader to new highs, clearing the $30.38 prior 52-wk high on the +11% July 1 break with managed-care breadth (CNC/MOH/AGL) accelerating. But at $30.54 it trades ~28% above the $23.8…

Earnings inflection managed-care-health-services
catalyst ·

RXO

RXO, Inc.

MEDIUM

Freight-cycle recovery intact; sell-side has fully caught up into a $20–35 battleground bears $20 (Goldman 07-16, Susquehanna 07-14), bulls $30–35 (BMO $35 initiation 07-14, Stifel/Truist/Citi $30). Narrative matured from mispriced to…

Compounder freight-logistics
catalyst ·

SIMO

Silicon Motion Technology Corporation

MEDIUM

NAND-controller toll-booth on the steepest flash shortage in ~15 years: TrendForce H1 2026 contract +>100% cumulative, H2 still rising with no capacity adds. Q1 record +105% YoY, sell-side chasing to $400/$450. Fundamental leg…

Cyclical recovery ai-chips-memory m-and-a-special-situations
catalyst ·

Themes · accelerating

Clusters picking up.

Themes in motion →

AI chips & memory

ACCELERATING
confidence · 63%

Micron-led memory rally, Nasdaq 100 tops 29k, BlackRock calls the chip rout overdone, NVDA/AMD $170B-TAM framing narrative re-accelerated off the mid-month selloff. Fresh money rotating back into memory/compute leaders.

Dossiers in this theme →

AI datacenter infrastructure

ACCELERATING
confidence · 53%

Dell surges on Supermicro's strong order signal, Vertiv expanding liquid-cooling capacity in Italy plus whale flow. The physical AI-buildout layer keeps ripping alongside the neoclouds.

Dossiers in this theme →

Binary-catalyst biotech

ACCELERATING
confidence · 48%

Event-driven names heating up: Helus completes Phase 3 MDD enrollment (topline pending), Monopar begins rolling FDA NDA (PT $125), GH Research pops, Inventiva initiated Overweight. Catalyst density rising.

Dossiers in this theme →

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

Thursday, July 23, 2026

Full entry →

Excerpt

RISK-ON, consecutive print #29 (n=29) on the public ledger and a one-day continuation of the 07-22 read. The vol side finally joined the equity block: VIX dropped into the calm band at 17.05, clearing the elevated zone it had been pinned to and restoring a genuine cushion rather than the thin one that band allowed. Breadth eased a touch to 57.8% (565/977)…

Browse by

Every output the model writes, indexed.

Understand the system

How the model thinks.

News window

30d

per candidate, daily

Earnings transcripts

4Q

synthesised per name

Archetypes

8

behaviour profiles

Context

1M

side-by-side candidate review

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 641 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 142 theses in public so far (58 played out, 84 invalidated), each graded against the exact invalidation trigger it published in advance — not a return marked to a benchmark after the fact. Across the 142 scored so far the Brier score is 0.25 — 0 is perfect, 0.25 a coin flip. The full Brier-scored record is public 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 2026-07-23, 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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