Unverified50% confidenceFactExact time
REKI's register tokens are constrained by an attention mask and never read action tokens, so they only need to be computed once before the Euler integration loop begins.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedThe self-attention mechanism allows the model to dynamically weigh the importance of all other tokens in the sequence when processing each token, thereby capturing long-range semantic dependencies.62% similarUnverifiedA 1M token context window is different from a persistent memory mechanism; the context window is the total number of tokens the model can access in a single inference, and the content becomes invalid after the session ends or the window overflows, making it volatile state.58% similarUnverifiedThe KV cache stores the attention key-value pairs of all previous tokens during an Agent's multi-turn interactions to avoid recomputation, but its VRAM usage grows linearly or even near-linearly with context length, so long-context Agents easily hit the VRAM limit.57% similarVerifiedIn the Transformer self-attention mechanism, each token must compute attention weights with all other tokens within the window, giving a computational complexity of O(n²).56% similarUnverifiedUnder the adaptive thinking mechanism, max_tokens is the total limit shared by thinking tokens and body tokens, and setting it too tightly can result in only thinking blocks being returned with stop_reason set to max_tokens.56% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1070497API
curl https://kongchang.com/api/v1/knowledge/claims/1070497MCP
get_claim(id=1070497)