Companies104 Funding$41.8B Rounds76 ▼1 mo Investors69 Eng roles4177 ● data fresh
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CuspAI

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CuspAI

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AI-native materials-science platform ($450M Series B at $2.6B, 2026-07). MIRA platform spans generative design, simulation, synthesis planning, experimental validation; launched the AI Materials Found observed

fresh · evidence 9d ago 11 sources no confidence data
69.8/100
Venture signal
scored above 83% of growth peers
Outlook Stable WATCH
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 Evidence sufficient to publish Yes

    The inclusion bar: two or more independent sourced evidence families. This profile is published and listed. It is a statement about how much evidence we hold, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

Funding
$450M
2026-07-20
Adoption
no signal
downloads / week
Developer
not scored
momentum / 100
Hiring
no board
eng openings
Commercial
not checked
homepage

Composite signal v0 15 ±16 · 3 components

Five evidence lanes (activity, capital, infra, hiring, ecosystem) as within-cohort percentiles, combined with evidence-breadth weights over the 60-company baseline cohort. The ± band widens with missing lanes — it measures what the score stands on. 5 signals in the last 60 days back this number.

Ecosystem

Derived connections from primary evidence — Form D officer rosters and shared lead investors. A shared name is a lead, not proof of identity.

investor kleiner perkins → Sail Research

Traction

Current round

Opportunity & risk

↗ Strongest signal: funding_magnitude (26% of the score).

↓ Scored on 2 of 4 components — adoption, developer had no computable metric.

⚠The AI evaluation council recorded dissent on this company.
7 independent sources 4 promoted signals latest signal 2026-07-21 inspect the evidence →

The skeptic's read what this company has said, judged against what happened

3 claims on record 1 verified 0 contradicted 2 still unproven

Unproven ≠ false — it means the deadline or the evidence hasn't arrived. Nothing here is editorial: every count is a ledger row you can open on the Proof page.

Intelligence signals registry · promoted

Cross-source signals that survived the scoring gauntlet or were hand-curated. ✓ verified = bound to an exact transcript passage with a voiceprint-confirmed speaker.

Evaluation

How it's evaluated Four independent layers ▾

No single number decides. Layers can disagree — that's the point. New to this? →

Platform score derived
70/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

Sign in as an investor or expert to rate this company.
Technology No signals collected yet ▾
No technology data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Team & hiring No signals collected yet ▾
No team & hiring data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Market & funding stage 1 of 3 signals present ▾
Funding stage
not provided
Lifecycle stage
not provided
Latest round stage
series_b observed stale
Timeline 1 events ▾
  1. 2026-07-20 series_b · $450M · Led by Kleiner Perkins

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 69.8/100 for cuspai, composed from 2 of 4 components (emerging formula), discounted ×0.85 for 50% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.7623 0.1525
funding_magnitude 0.3 0.8613 0.2584

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. reported $450M reported (series b) ↗
  2. rumor Stealth AI startup CuspAI raises $30M seed round ↗
  3. rumor CuspAI raises $30M to create a GenAI-driven search engine for new materials ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$450M series b
announced 2026-07-20 · source ↗
Filed reality · Tier 0 · SEC
No SEC Form D on record.

An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.

Financing events four different events, four different dates

A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.

Latest established financing date
2026-07-20
Money moved on or after
2026-07-20
Total reported by
not established
Basis
reported round

A reported round dated 2026-07-20 by its own source.

Counterparty exposure shared-investor contagion

Companies coupled to this one by a shared investor — if a common backer pulls back or a fund hits trouble, the shock propagates across the set. More shared investors = tighter coupling.

Modal 1 shared kleiner-perkins Sail Research 1 shared kleiner-perkins

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.11

Gray-market attention, not quality. 2+ HN mentions (peak 2 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. ▲ 2 CuspAI raises $30M to create a GenAI-driven search engine for new materials 2024-06-18 ↗

Raw observations 582 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "CuspAI raised $450 million in a Series B funding round.", "quote": "{\"amount_usd\":450000000,\"announced_on\":\"2026-07-20\",\"company_name\":\"CuspAI\",\"company_slug\":\"cusp observed artifact ↗ 2026-08-16 promoted 0.50
ai.technical.assessment {"council": {"dissent": true, "members": [{"agent": "technical_specialist", "domain": "technical", "signal": 0.9, "signal_source": "model"}, {"agent": "product_docs_specialist", "domain": "product_doc derived council 2026-07-24 promoted 0.28
common_name CuspAI observed notion 2026-07-22 normalized 0.60
community.hn.max_points 259 observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.max_points 2 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.mentions 27 observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.mentions 2 observed artifact ↗ 2026-10-08 normalized 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2024-06-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2024-06-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2024-06-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2024-06-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2024-06-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2024-06-19 superseded 0.20
community.hn.rumors [{"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18", "evidence_typ observed artifact ↗ 2024-06-19 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=8018985", "title": "CISPA is back with a new name", "points": 259, "created_at": "2014-07-11"} observed artifact ↗ 2026-08-16 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=8018985", "title": "CISPA is back with a new name", "points": 259, "created_at": "2014-07-11"} observed artifact ↗ 2014-07-11 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=8018985", "title": "CISPA is back with a new name", "points": 259, "created_at": "2014-07-11"} observed artifact ↗ 2014-07-11 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=8018985", "title": "CISPA is back with a new name", "points": 259, "created_at": "2014-07-11"} observed artifact ↗ 2014-07-11 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=8018985", "title": "CISPA is back with a new name", "points": 259, "created_at": "2014-07-11"} observed artifact ↗ 2014-07-11 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=8018985", "title": "CISPA is back with a new name", "points": 259, "created_at": "2014-07-11"} observed artifact ↗ 2014-07-11 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18"} observed artifact ↗ 2024-06-18 superseded 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=40722126", "title": "CuspAI raises $30M to create a GenAI-driven search engine for new materials", "points": 2, "created_at": "2024-06-18"} observed artifact ↗ 2024-06-18 normalized 0.20
description AI-native materials-science platform ($450M Series B at $2.6B, 2026-07). MIRA platform spans generative design, simulation, synthesis planning, experimental validation; launched the AI Materials Found observed notion 2026-07-22 normalized 0.60
funding.round.amount_usd 450000000 observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.announced_on 2026-07-20 observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.lead_investors ["Kleiner Perkins"] observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/07/20/ai-materials-science-startup-cuspai-raises-450m-funding/ observed artifact ↗ 2026-07-24 normalized 0.90
funding.round.stage series_b observed artifact ↗ 2026-07-24 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 10, "source_id": "01M04HG9WATSKKKDHMGF0JJR2C", "trigger_path": "accumulation_gate", "collector_count": 3, "artifact_collector": "funding_intake"} observed artifact ↗ 2026-08-16 normalized 0.60
index.ai_tie PURE_AI observed classify 2026-07-25 derived 0.60
metric.venture.funding_amount_usd 450000000 derived calc 2026-07-24 derived 0.90
metric.venture.funding_recency_days 4.6166 derived calc 2026-07-24 superseded 0.90
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