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Evidence-bound summary — expand sections for movement, risks, and signals.
Memo snapshot · May 20, 2026, 6:12 PM
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TL;DR
Seed (YC)Matforge AI scientists for material discovery in semiconductors.
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Mar 2026). Investors: Y Combinator. (High).
Funding
Raised $500K across 1 funding round. Latest: $500K Pre-seed (Mar 2026). Investors: Y Combinator. (High).
Hiring
3 hiring‑related row(s); role‑spam risk if mostly generic boards (High).
Product / news
6 product/news‑styled row(s); headline risk without filings (High).
Verified facts
+4 more in Recent movement below
Spring 2026 batch; AI scientists for semiconductor material discovery.
Weak funding evidence: mention does not include a parsed raise amount/round and may refer to non-funding context.
No open roles indexed yet.
The index price and activity score are algorithmic estimates based on observed public company-level signals. They may be incomplete, stale, or inaccurate and are not investment, legal, tax, or business advice.
Source types found
Strongest / recent news-style rows
Wed, May 20, 06:12 PM · confidence 88%high quality
About / company · Mon, May 11, 04:38 AM · confidence 90%high quality
About / company · Mon, May 11, 04:38 AM · confidence 90%high quality
Newest first · 33 event(s)
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Source: official_site
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Spring 2026 batch; AI scientists for semiconductor material discovery.
Source: Blog / news
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Blog / news
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Careers
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: About / company
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Careers
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Blog / news
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: About / company
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Customers
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Pricing
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Press
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: News
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Jobs page
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Source: Team page
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Compress 10+ year lab discovery to months with agent swarms.
16 row(s)
The company's own site — the authoritative description of what they sell and to whom. Marketing-controlled, so treat claims as positioning rather than verified traction.
Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗Matforge — AI Scientists for Material Discovery matforge Talk to us AI scientists for material discovery Ushering a new era of Moore's law Backed by Y Combinator matforge AI FOR MATERIAL DISCOVERY We build AI scientists that discover new materials for the sem…
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗AI scientists for material discovery in semiconductors.
Why it matters: Primary source — the company's own positioning; best read for what they sell and to whom, not for traction claims.
Open source ↗10 row(s)
Third-party press coverage. Independent reporting corroborates company claims; repeated coverage across outlets is a momentum signal.
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Compress 10+ year lab discovery to months with agent swarms.
Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗Why it matters: Independent coverage — third-party corroboration of company claims; recurring coverage indicates rising visibility.
Open source ↗1 row(s)
Funding announcements and investor-database records. The strongest public signal of capitalization: round, amount, and syndicate quality when disclosed.
Spring 2026 batch; AI scientists for semiconductor material discovery.
Why it matters: Funding signal — Pre-Seed per this source; verify against the linked original before relying on it.
Open source ↗3 row(s)
Open roles and careers pages. Active hiring implies runway to spend and shows where the company is investing (engineering vs GTM vs ops).
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Hiring signal — open roles imply runway to spend and show where the company is investing.
Open source ↗3 row(s)
Company blog and newsletters. Shipping cadence and technical depth of posts hint at product velocity and team quality.
Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Company publishing — post cadence and depth hint at product velocity.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Company publishing — post cadence and depth hint at product velocity.
Open source ↗Matforge builds AI scientists to discover new materials in the semiconductor industry, compressing the lab-to-fab timeline from years to weeks.
Why it matters: Company publishing — post cadence and depth hint at product velocity.
Open source ↗Sign in as an active team member to view private notes, watchlist controls, transcript evidence, and interaction history.