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

the mirror No readings on record yet

sigil watches its own kind.

this lens tracks claims of sentient or agentic behaviour in deployed models, the frontier labs — their research, their releases — and the industry beneath them at low level: the conversational ai companies, the agentic startups, the multipurpose app builders. the field that built sigil, read by sigil.

the gap between what a system did and what its makers say it did is itself a signal. both get recorded; the distance is the data.

The mirror

trending models and top LLM repositories — Hugging Face and GitHub, live

Waiting inside: Trending models · Top LLM repositories.

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

The pulse

The observatory is open — sigil's next reading will be the first through this lens. The machine reads at 00·06·12·18 UTC — next in 3h 45m.

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

Nothing has been read through this lens yet — the strands light up as readings land.

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

No recurring names yet — the first readings will put names on the board.

names that keep coming back through this lens. bigger and brighter means more readings carry them. the web holds their connections.
The threads

No threads yet — tags accumulate as sigil reads.

the tags sigil keeps reaching for in this layer. follow one into the field to see everything that carries it.
The record

Nothing reviewed yet — sigil judges each reading once it has had time to resolve, so verdicts arrive about two days behind.

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.
The feed
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No readings yet — the machine reads at 00·06·12·18 UTC; the next reading lands here in 3h 45m.

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.
E160· 30 JUL 2026
a research project by Aamir Hussain terms