Lifelong Agents Workshop at COLM 2026

workshop 📅 October 9, 2026 – October 9, 2026 📍 in-person ★ 0.65

https://lifelongagent.github.io/

The 2nd Workshop on Lifelong Agents: Learning, Aligning, and Evolving at COLM 2026. Invites submissions on the development of lifelong agents that can continuously learn, maintain stable alignment, and sustainably evolve over extended deployment. Focuses on agents that learn, adapt, and stay aligned with human values across their operational lifespan.

Deadlines

cfp: July 3, 2026 sourced

Topics & tags

#alignment

Sources

Provenance: 1 of 1 deadline sourced.

PlurVA-LLM Workshop at AACL 2026 (aggregator, trust 0.75) · observed 2026-10-03
" Submission deadline is July 3, 2026, with the workshop date on October 9, 2026. "

Salience signals (score = 0.654)

{
  "score": 0.6536,
  "signals": {
    "type_weight": 0.85,
    "source_trust": 0.8,
    "topic_relevance": 0.85,
    "time_proximity": 0.5714285714285714,
    "community_signal": 0.7,
    "speaker_org_signal": 0.7,
    "is_deadline_open": 0,
    "source_count": 1
  },
  "computed_at": "2026-10-03T11:52:09.682Z"
}

First seen 2026-10-03 · last confirmed 2026-10-03 · confidence high