Episodic Memory Runtime

AI Can See The Moment. ReelShard Lets It Remember What Happened.

Hours of multimodal observation become addressable Memory Shards — so agents recall events instead of rewatching video.

Create A Memory

Operator replaced coolant module after pressure warning. Line resumed 4m 18s later.

memory_0184 · 14:32:18–14:38:41 · entities: coolant_module, operator_07, line_3

Memory Shards

Long observation becomes semantic machine memory — not clips.

Action

Coolant module replaced

An operator intervention with clear before/after state — committed as a searchable episode with evidence slices attached.

pressure warning → pressure normalized
vision ocr sensor

memory_0184 · Action episode

State Change

Line_3: warning → normal

Entity continuity confirmed across cameras. Same coolant_module before and after the swap.

entity: machine_03 · delta logged

Recurring Episode

Same warning pattern · 17 days prior

memory_0102 linked — prior coolant degradation, different operator, same resolution class.

recurrence: pressure_warning family

Recall

Ask what happened. Get the memory — not ten minutes of video.

ReelShard returns a Memory Answer Sheet: conclusion, referenced shards, evidence slices, and an honest unknown when the archive cannot answer.

17 days ago · coolant module replacement restored normal pressure query matched · episodic retrieval
memory_0184 memory_0102
evidence_slice_a

Operator hands remove module — frame 14:34:02

evidence_slice_b

Sensor: 2.1 bar → 4.8 bar after install

Remembered factReplacement resolved the pressure warning on machine_03.
Current inferenceSame failure family likely tied to coolant degradation cycle.
UnknownRoot cause of seal wear not observed in retained evidence.

Retention

Remember the event. Compress the observation.

Original media shrinks over time. Structured memory stays addressable for future recall.

Layer 0Raw observation

4h 38m multimodal stream

221 GB
Layer 1Evidence slices

Key frames · audio · OCR · sensors

kept for audit
Layer 2Memory Shard

Episode meaning + entity state

recall-ready
Layer 3memory_0184

Persistent metadata object

~12 KB

Continuous experience in. Addressable memory out.

Upload a short observation — or pick a sample — and compile your first Memory Shard.

Create A Memory