Organization Dossier
Magic
Engineering-focused AI company pursuing advanced general intelligence outcomes through concentrated technical research.
Explicitly states safe AGI as core aim and frames its research path as direct to AGI.
Mission Focus
Safe AGI
Coverage
94
Research complete
last updated Mar 4, 2026
Source Pack
1 evidence records on file
2 people linked from roster
0 tracked models in catalog
8 live jobs matched from company DB
Live Company Match
Magic
Building safe AGI through automated research and code generation with ultra-long context.
Executive Briefing
What This Organization Is Actually Doing
The narrative below combines hand-seeded research where available with generated synthesis from our internal datasets.
Builds model systems and applied tools aimed at high-leverage reasoning and software-centric workflows.
Represents a focused startup model targeting core technical bottlenecks on the path to broader general capability.
Technical concentration and rapid iteration on a narrow, high-value problem space.
Mission Frame
Signals We Track
These tags and evidence points determine how the listing is classified and what gets monitored next.
Research date
Mar 4, 2026
Research Score
94%
Research complete
Mission Tags
2
safe AGI, AGI
Roster Links
2
Current people mapped to this org
Movements
0
Reviewed, confirmed personnel changes
Models
0
Tracked models released by this org
Open Roles
11
Live jobs from company DB
Operating Model
How It Runs
Small, high-density research team with deep technical orientation and selective product deployment.
Commercial Posture
How It Makes Money
Enterprise and developer-facing AI tooling pathways.
Watchlist
What Could Change Fast
Product Surface
What Ships
Shows seeded product/customer notes when available, otherwise falls back to tracked model releases and company focus areas.
Core Products
Primary Customers
Current Focus
What We Expect Next
Operator Map
People Linked To This Organization
Pulled from the roster using organization and title matching. Leadership-tagged people are surfaced first.
Timeline
Recent Dossier Events
Built from movement events, model releases, forecast calls, and evidence capture dates.
No dated events attached
This page currently has classification evidence but no dated timeline items to display.
Talent Flow
Recent Movements
Incoming, outgoing, and internal role changes connected to the organization.
No movement feed matches
The movement tracker has not yet linked any active personnel changes to this organization.
Model Portfolio
Tracked Models
Pulled from the models catalog and linked directly back to detailed model pages.
No models linked
No model releases from this organization are currently tracked in the catalog.
Hiring Surface
Open Roles
Live roles come from the monitored company dataset when we can match the organization to a company record.
<insert-job-you-excel-at/>
San Francisco
Member of Technical Staff, RL Research & Environments
San Francisco
Member of Technical Staff, Pre-training Data
San Francisco
Member of Technical Staff, Pre-training Systems
San Francisco
Member of Technical Staff, Supercomputing Platform & Infrastructure
San Francisco
Research Engineer
San Francisco
Member of Technical Staff, Kernels
San Francisco
Member of Technical Staff, Product
San Francisco
Forecast Surface
Predictions Linked To This Org
Forecasts are included when they reference the organization directly or come from roster figures currently tied to it.
No forecasts linked
We do not currently have AGI or ASI forecast entries mapped to this organization.
Peer Set
Adjacent Organizations
Suggested peers are ranked by overlapping goal tags, shared target language, and verification status.
Evidence Ledger
Why This Listing Exists
Every organization page carries the research trail that put it in the directory.
States a path to safe AGI and describes a direct path to AGI.
“a short list of fundamental research problems on a direct path to AGI”
Open sourceCoverage Gaps
What Still Needs Manual Research
The page is now complete in structure, but these are the missing facts that would deepen the dossier further.
No movement events on file
The movement feed does not currently connect any recent hires, departures, or role changes to this organization.
No model portfolio linked
There are no tracked model releases mapped to this organization in the current model dataset.
No forecast calls linked
No AGI or ASI predictions are currently tied to this organization or its tracked people.
Thin evidence pack
Only a small number of evidence records are attached. Additional primary sources would strengthen the classification.
Dossier updated: Mar 4, 2026