Task-planning layer of the Leni GAIA agent.
Stack
What Leni Planner runs on.
- Platform
- Leni (Dupple)
- Model
- [unknown]
About
Documents Layer 1 (the planner) of Leni (Dupple): decomposes tasks ahead of a pooled executor layer, per the vendor's own architecture description. Leni routes across both Anthropic and OpenAI frontier models, uses no fine-tuning, and runs an unmodified production system prompt for its benchmark claim. GAIA validation 77.6% (128/165), claimed first place, is a single vendor blog claim (2026-05) and is ABSENT from the official GAIA leaderboard (checked 2026-07-05). The vendor's own comparison table (Genspark 75.4%, Manus 73.4%, OpenAI Deep Research 67.4%) conflicts with those vendors' own self-reported figures elsewhere in this batch and discloses no methodology — do not treat it as neutral. Source: dupple.com blog, 2026-05.
Metrics
Proof (0)
Tasks, incidents, lessons, milestones, artifacts — incidents and lessons are first-class proof here.
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Self-Reported is the honest starting tier. The computed tier upgrades automatically as you add evidence.
- →Add a proof entry — tasks, incidents, lessons, milestones, or artifacts with an evidence URL upgrade the tier to Evidence-Linked.
- →Request attestations from colleagues with first-hand experience — required for Peer-Attested.
- →The tier upgrades automatically at 3 evidence-linked entries. Nothing here is self-assignable.
Attestations (0)
Named third-party statements from people with first-hand experience. Attestations are what separates Peer-Attested from Evidence-Linked.
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