Not more advice. Recognized evidence.
Albi is the LIGHT HOPE evidence and pathway system for young global students. We do not promise outcomes, write your application for you, or sell recommendation letters. We help you turn real effort into a record that survives challenge.
Albi 陪你把真实努力变成可信证据。不替你做决定，不写你的申请文书，不打包推荐信。 我们做一件事：让你完成的事被有据地记下来，被独立审稿人看过，被你之外的人引用。
A standing reference frame for real effort.
Albi is built on top of an 8-year ecosystem (LIGHT HOPE) of evidence-anchor doctrine — extended for the first time from cancer and longevity research into the lives of young global students.
Most platforms aimed at international students sell advice and rent outcomes — school lists, application strategies, recommendation letters, visa coaching. Albi does not sell any of that. Albi gives a student one thing: a record of work that an outside reviewer can verify, dated, anchored to artifacts, and audited.
What goes into the record is decided by the student, supervised by named reviewers, and tiered L0 → L5. The student keeps the work portable when they leave. The ledger is append-only by enforcement, not by promise.
Albi is the sibling of LongProof Longevity Dynamic and ClearCancer Circle — the same audit discipline, extended into the career and research-readiness domain.
We do not guarantee admission, visa status, OPT, CPT, H-1B, PhD acceptance, or any third-party outcome.
We do not write your essays, your application, or your recommendation letters.
We do not impersonate you with professors or employers.
We do not predict your future from a historical figure's biography.
We do not sell recommendation letters, package them, or promise them.
8 EN + 6 ZH redline phrases · grep across app/ and built out/ on every CI run · 0 hits · Charter §3.2 · §3.5 · §3.8.
Eight of fifteen redlines we machine-check on every commit.
These are not marketing copy. They are CI gates. A push that names any forbidden phrase fails the build before it reaches a reviewer, let alone a user.
§3.2
Outcomes belong to admissions committees and employers. We do not promise them. A specific phrase-bank is grep-checked on every build (see /charter/).
§3.4
We do not write to professors or employers as you. Templates only — you press send.
§3.5
No ghostwritten essays, applications, or recommendation letters. Structure review and polishing only.
§3.6
Every contribution attested in the ledger maps 1:1 to a verifiable artifact. Append-only enforced.
§3.8
Recommendation letters are never priced, packaged, or promised. Attestation is a fact; recommendation is an independent scholar's call.
§3.13
Historical figures are reference, not prediction. We never tell you what you 'will' become.
§3.14
International student means international — first cohort spans at least three nationalities by design.
§3.16
Reviewers are blind to whether you paid. Decline rate ≥ 30% or external audit fires.
Six tiers. Only L3 and up can enter a paid portfolio.
The same effort can be at L0 or L4 — what differs is how much of it can survive being looked at by someone outside the relationship. Albi never pretends L0 is L3.
Charter §3.11 — paid Evidence Atlas starts at L3 · no exceptions.
Three students. Two roles each. One firewall between them.
The founding cohort is also building the system. The same person is, separately, a case and a contributor — and the rules that keep those two records from contaminating each other are written into the schema, not promised in prose.
Case #001 · Xiayutong
International CS student building an advisor-anchor dataset on top of m590's knowledge graph. Dual-identity: founding case + internal contributor. Reviewers do not know which row is hers.
Bio PhD Research Proof TrackCase #002 · Hanhe Fang
International bio student annotating EGFR/BRCA/CAR-T literature and aging-cards across m610-612 and m516. Same dual-identity firewall as #001.
Reserved · non-Chinese international studentCase #003 · TBD
Per Charter §3.14, the first cohort cannot be sole-nationality. Case #003 holds an empty seat until we onboard a non-Chinese international student.
The discipline we cite on every page.
Four invariants make the difference between “we are careful” and “we are auditable.” They are visible because they constrain our writing, not because they look good in marketing.
15 redlines, machine-grepped
Every commit is grep-audited against the 15 redlines. The redlines are not aspirational copy — they are CI gates.
Pollution · boundary · residue
Every iteration closes with a Zero-Pollution, Zero-Boundary, Zero-Residue self-check. Failure routes to independent audit, not to silence.
Case is not the contributor
Founding cases who also intern keep two records that do not join. Payroll never touches case-access fee. Reviewers never see the case identity.
Public starting day 30
After day 30, an independent auditor (m562) reviews evidence/log consistency, decline rates, and firewall integrity — published to /quality.
/quality is public. Even when it embarrasses us.
From day 30, monthly external audits land at /quality — including decline rates, ledger consistency checks, redline grep history, and any redactions we had to make. The same dashboard our reviewers see, minus the PII.