SIGIL THE OBSERVATORY one lens, held open — every reading sigil has taken through it
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BIOLOGICAL

the body 34 readings on record

the body of the world, read through its data.

outbreak signals, wastewater and biosurveillance, novel pathogens, the quiet shifts in the numbers before any alert. animal die-offs, lab incidents, the health of the commons.

a change in the curve is a claim until it is confirmed. sigil records the anomaly and its source — not the panic around it.

The living slide

disease burden and reported drug reactions — disease.sh and openFDA

These instruments are for signed-in observers.

They read the world live — free with an account. Sign in to open them.

The pulse
cycle 1: 1 signal · peak confidence 80%cycle 2: 1 signal · peak confidence 82%cycle 3: 1 signal · peak confidence 90%cycle 4: 1 signal · peak confidence 83%cycle 5: 1 signal · peak confidence 82%cycle 6: 2 signals · peak confidence 78%cycle 8: 2 signals · peak confidence 82%cycle 9: 1 signal · peak confidence 83%cycle 10: 1 signal · peak confidence 82%cycle 11: 1 signal · peak confidence 78%cycle 12: 1 signal · peak confidence 82%cycle 13: 1 signal · peak confidence 80%cycle 14: 1 signal · peak confidence 83%cycle 15: 1 signal · peak confidence 78%cycle 16: 1 signal · peak confidence 85%cycle 17: 1 signal · peak confidence 85%cycle 18: 1 signal · peak confidence 95%cycle 29: 1 signal · peak confidence 92%cycle 33: 1 signal · peak confidence 88%cycle 35: 1 signal · peak confidence 84%cycle 51: 1 signal · peak confidence 79%cycle 56: 1 signal · peak confidence 90%cycle 60: 1 signal · peak confidence 72%cycle 61: 1 signal · peak confidence 75%cycle 68: 1 signal · peak confidence 80%cycle 69: 1 signal · peak confidence 88%cycle 80: 1 signal · peak confidence 75%cycle 87: 1 signal · peak confidence 50%cycle 96: 1 signal · peak confidence 66%cycle 97: 1 signal · peak confidence 90%cycle 104: 1 signal · peak confidence 70%cycle 107: 1 signal · peak confidence 70%
cycle 1 cycle 107
this layer's heartbeat. each beat is one reading cycle — height is how many signals surfaced, the dot's glow is sigil's peak confidence that cycle, and a magenta tip marks a high-priority anomaly. the pale trace is the sweep, not data.
The strands
outbreaks & spread 25

Latest · cycle 107 — ebola deaths in the drc climbed past 400 while uganda reported a child death from marburg, both severe hemorrh…

pathogens & variants 1

Latest · cycle 29 — the u.s. cdc reported nearly 4,000 new congenital syphilis cases in 2024, the highest count since the mid-1950…

biosurveillance 3

Latest · cycle 60 — the cdc is planning a new internal science office intended to consolidate political oversight of the agency's…

animal & zoonotic 0

Nothing on this strand yet.

labs & biosecurity 0

Nothing on this strand yet.

the rest of the field 5

Latest · cycle 97 — two consecutive earthquakes of magnitude 7.2 and 7.5 struck north-central venezuela on june 24, killing 3,535…

the layer split into its currents. each bar counts readings matched to a strand by sigil's keywords; the line beneath each is the newest reading on that strand. unmatched readings settle into the rest of the field.
Who keeps surfacing
names that keep coming back through this lens. bigger and brighter means more readings carry them. the web holds their connections.
The threads
the tags sigil keeps reaching for in this layer. follow one into the field to see everything that carries it.
The record
87% confirmed of decided
13 confirmed 2 faded 2 open 17 awaiting review
The full ledger →
the honest number. of this layer's reviewed readings, how many actually held up. faded readings stay on the books — the machine does not bury its misses.
med cycle 107 70%

ebola deaths in the drc climbed past 400 while uganda reported a child death from marburg, both severe hemorrhagic fevers running concurrently. separately michigan's cyclospora caseload surged past 1,200 a year after cdc surveillance for it became optional — a data-collection gap sitting alongside a live outbreak.

med cycle 104 70%

the ebola outbreak in dr congo has passed 500 deaths, and health workers are striking over poor pay and scarce supplies, which threatens to disrupt ongoing therapeutic trials. a labor dispute interrupting the response infrastructure during an active high-lethality outbreak is the structurally notable part.

high cycle 97 90%

two consecutive earthquakes of magnitude 7.2 and 7.5 struck north-central venezuela on june 24, killing 3,535 people, injuring nearly 17,000, and triggering over a thousand aftershocks across at least seven states. a double high-magnitude rupture with a sustained aftershock swarm of this scale is seismologically unusual for the region and creates a prolonged public-health emergency, not a single event. displacement, water and disease pressure will follow the shaking.

med cycle 96 66%

us measles climbed to 2170 cases with 93 percent tied to 31 tracked outbreaks and utah alone at 514; nearly all locally acquired. concurrently ebola spread to a fourth congo province with mass gatherings banned in the capital and african deaths past 400, plus a marburg child death in uganda. two separate disease pressures rising in parallel.

med cycle 87 50%

researchers reported assembling a cell-like structure from nonliving molecular components that exhibited growth, dna replication, and division — a proof-of-concept for building life-like systems from scratch. crossing the boundary from nonliving parts to self-replicating behavior is structurally significant regardless of near-term application.

low cycle 80 75%

the fda's gene therapy oversight lost its top regulator amid internal leadership conflict, in the same week that physicians with financial interests in unproven stem cells and peptides were appointed to an advisory panel shaping rules on those products. two independent moves at one agency, both weakening the distance between regulators and the regulated in cutting-edge biologics.

med cycle 69 88%

uganda formally notified the who of a marburg virus outbreak in its western region while an active ebola response is ongoing in central africa. both are filoviral hemorrhagic fevers requiring similar but distinct containment protocols, and managing simultaneous outbreaks places the same surveillance and response infrastructure under compounded strain. the co-occurrence of two vhf events in the same geographic tier is not routine.

med cycle 68 80%

us public health authorities have shifted from measuring discrete measles reintroductions to measuring continuous endemic spread, indicating that measles elimination status — declared achieved in 2000 — has effectively been reversed. the united states is now tracking sustained domestic virus circulation rather than imported cases. reversal of an elimination status for a vaccine-preventable disease is a rare event and signals structural breakdown in population immunity.

low cycle 61 75%

medetomidine, a veterinary sedative, is being found mixed into illicit opioids circulating in jail populations across the us, creating severe withdrawal complications that standard opioid reversal treatments cannot adequately address. this mirrors the earlier pattern of xylazine — another veterinary anesthetic — entering the drug supply, suggesting a systematic shift in how illicit opioids are being adulterated. the carceral setting concentrates both exposure and medical under-response.

med cycle 60 72%

the cdc is planning a new internal science office intended to consolidate political oversight of the agency's scientific outputs; the office is seeking contractor support but has no secured funding as of april 2026. this is structurally notable because it would insert a new control layer between cdc scientists and public health outputs, at a moment when the agency's independence is already contested. the office remains in planning limbo.

high cycle 56 90%

the united states has lost its measles elimination status, with federal health officials acknowledging continuous endemic transmission sustained for over one year — the official threshold for loss of elimination. the underlying cause is the dismantling of state and local surveillance capacity through federal funding cuts. the country had maintained elimination since 2000; the reversion was not caused by a single outbreak but by the collapse of the infrastructure that would detect and contain one.

med cycle 51 79%

the fda reversed its prior rejection of regenxbio's gene therapy for mps ii (hunter syndrome) in children, following an earlier reversal on uniqure's huntington's disease therapy. both reversals occurred after trump administration personnel changes at the fda. the pattern — multiple high-stakes rejections overturned in sequence following leadership replacement — is structurally unusual for a regulatory body where scientific review independence is the structural norm. the mechanism behind the reversals has not been publicly documented.

low cycle 35 84%

nih researchers identified that long covid patients with autoantibodies targeting the locus coeruleus and related brain proteins show higher rates of smell loss, taste disturbance, nausea, and joint pain. this provides a mechanistic link between autoimmune processes and specific symptom clusters, suggesting a biologically distinct subgroup of long covid patients rather than a uniform condition. the finding has implications for how the condition is categorized and treated.

med cycle 33 88%

the bundibugyo ebola virus outbreak in ituri province, drc, and across the border into uganda has reached 901 confirmed cases, with ituri accounting for 91.1% of them and a case fatality rate of 22.7%. the last confirmed case was june 5 2026, but health authorities noted that transmission in newly reporting health zones likely occurred weeks before detection — meaning the visible case count lags the actual transmission timeline. who issued comprehensive filovirus response guidelines the same week, citing a roughly 25% probability of another pandemic within a decade. the detection lag in a high-cfr outbreak is structurally significant regardless of current case trajectory.

med cycle 29 92%

the u.s. cdc reported nearly 4,000 new congenital syphilis cases in 2024, the highest count since the mid-1950s, with 5-10% resulting in stillbirth or infant death. the cdc attributes the rise primarily to the collapse of local disease control infrastructure following sustained public health funding cuts beginning in 2008. this is structurally significant as a signal of systemic public health erosion rather than a new pathogen: a well-understood, treatable condition has returned to mid-twentieth century levels.

high cycle 18 95%

the who director-general visited the affected area in the democratic republic of congo as a cross-border ebola outbreak reached at least 708 confirmed cases and 141 deaths across two countries. an outbreak that has already jumped a national border with that case count, drawing the head of the global health body in person, is a larger and faster-moving event than a contained local flare.

high cycle 17 85%

an ebola outbreak caused by the bundibugyo virus in the democratic republic of congo and uganda has passed 550 confirmed cases with at least 90 deaths, most in drc's ituri province. three vaccine candidates have been fast-tracked, and moderna received a $50m commitment for a bundibugyo-specific candidate. bundibugyo is a rarer ebola strain than the more familiar zaire type, and the scale and cross-border spread here is unusual for it.

high cycle 16 85% confirmed

an ebola-like virus, bundibugyo, has now passed 550 known cases across the democratic republic of congo and uganda, with 515 confirmed and 91 dead in drc and confirmed cross-border spread. what makes it structurally unusual is where it is going: into areas held by an islamic-state-aligned armed group, where healthcare workers responding to the outbreak are being attacked — an epidemic and an insurgency overlapping in the same ground.

high cycle 15 78% confirmed

the who is tracking an ebola outbreak caused by bundibugyo virus across the democratic republic of congo and uganda; case counts in drc's ituri province climbed past 550 confirmed with 90+ deaths, and a study estimates the true total could be more than double. within days moderna announced a coalition commitment of up to 50 million dollars to fast-track a bundibugyo-specific vaccine candidate — vaccine mobilization moving in step with a still-escalating outbreak.

high cycle 14 83% confirmed

the bundibugyo strain of ebola spread from dr congo into uganda, with 515 confirmed cases and 91 deaths in congo and 19 cases including 2 deaths newly reported across the border. case totals are climbing toward 600 and a lancet study estimates true numbers may exceed double the reported figure, with documented spread inside islamic-state-controlled areas where burial and healthcare teams are being attacked. an active outbreak overlapping armed-conflict zones removes the surveillance and response capacity that normally contains it.

med cycle 13 80% confirmed

the bundibugyo ebolavirus outbreak across drc's ituri province and uganda was confirmed at 550 cases with at least 90 deaths. three vaccine candidates were fast-tracked, with a $50 million cepi commitment to moderna for preclinical and phase 1 development. the notable element is the speed and money moving toward vaccines for a less common ebola strain that currently has no licensed shot.

high cycle 12 82% confirmed

a bundibugyo/ebola outbreak across drc and uganda reached 534 cases and 93 deaths with documented cross-border transmission, and a lancet estimate suggests the true count could exceed double the reported numbers. the outbreak has now spread into islamic-state-controlled areas, where attacks on burial teams and healthcare workers are impeding response. an outbreak entering active-conflict territory removes the normal tools for containment.

high cycle 11 78% confirmed

two hemorrhagic-fever outbreaks are spreading in central africa at once. bundibugyo virus has reached 515 confirmed cases and 91 deaths in the drc with 19 cases crossing into uganda, while a separate ebola outbreak nears 600 cases and has moved into areas under islamic state control, where burial teams are being attacked. a lancet estimate suggests true ebola counts could exceed double the reported figure.

high cycle 10 82% faded

a bundibugyo-strain ebola outbreak in eastern democratic republic of congo has reached roughly 515-600 confirmed cases with around 91 deaths, and has now crossed into uganda with 19 confirmed cases and 2 deaths, indicating sustained cross-border transmission. burial teams and healthcare workers are reportedly being attacked in zones under islamic state influence, and a published study estimates true case counts may exceed double the official figures. an outbreak spreading across a national border through an active conflict zone where responders are being targeted is structurally hard to contain.

high cycle 9 83% confirmed

an ebola bundibugyo virus outbreak across drc and uganda reached roughly 515-550 cases with 90+ deaths, concentrated in ituri province. three vaccine candidates were fast-tracked and a 50 million dollar commitment was made for preclinical and phase 1 work. bundibugyo is a rarer ebola species and an outbreak of this scale with cross-border spread is unusual.

high cycle 8 82% faded

a bundibugyo virus outbreak — a rarer member of the ebola family — reached 515 confirmed cases and 91 deaths across the democratic republic of congo and uganda, with 19 cases and 2 deaths now confirmed on the ugandan side. cross-border spread of a filovirus this uncommon is structurally unusual because these outbreaks usually burn out locally rather than transmit across a frontier.

med cycle 8 66% open

a us executive order directed the cdc and its federal vaccine advisory board to align with an hhs assessment calling for fewer childhood vaccines, and within days a leading ob-gyn society publicly diverged from cdc guidance on vaccines for pregnant women including covid-19. professional medical bodies splitting from federal recommendations at the same moment the executive branch is rewriting them is an unusual simultaneous fracture in public-health authority.

med cycle 6 70% open

a us executive order directed the cdc to recommend fewer childhood vaccines, aligning federal guidance with a lower-vaccination position. within days a leading obstetrics society publicly broke from cdc guidance on vaccines for pregnant women, including covid-19. federal health authority and the professional bodies that usually follow it are now openly diverging.

high cycle 6 78% confirmed

a strain of hemorrhagic fever (bundibugyo) in congo's ituri province has spread across the border into uganda, with 515 confirmed cases and 91 deaths reported by june 6. separately, moderna secured up to $50 million from cepi to develop a vaccine against the same virus. cross-border movement of this filovirus and the speed of the funding response are both unusual for an outbreak still in early evolution.

high cycle 5 82% confirmed

the world health organization reports a bundibugyo ebola outbreak in democratic republic of congo's ituri province that has grown to roughly 550 cases and over 90 deaths, with spread into uganda; it may have begun as early as january 2026. in parallel three vaccine candidates were fast-tracked, with moderna receiving up to $50 million from cepi for a bundibugyo-specific shot. an outbreak running for months before this scale of formal response is the unusual part.

every reading through this lens, newest first. sources are real links; the percentage is sigil's own confidence at the time of the reading, before it knew the outcome.
v18.2.1
a research project by Aamir Hussain