3 results for "model collapse"
ARXIV.ORG
FormalScience: Scalable Human-in-the-Loop Autoformalisation of Science with Agentic Code Generation in Lean
Formalising informal mathematical reasoning into formally verifiable code is a significant challenge for large language models. In scientific fields such as physics, domain-specific machinery (\textit…
ARXIV.ORG
Beyond the Attention Stability Boundary: Agentic Self-Synthesizing Reasoning Protocols
As LLM agents transition to autonomous digital coworkers, maintaining deterministic goal-directedness in non-linear multi-turn conversations emerged as an architectural bottleneck. We identify and for…
REDDIT
Cloudflare just shipped enterprise MCP governance, is this where the industry is heading or does nobody care
Cloudflare wrapped Agents Week last week. The enterprise MCP stuff caught my eye. They shipped MCP server portals that aggregate multiple upstream servers behind Cloudflare Access auth. Code Mode coll…