Unverified50% confidenceDecision RuleExact time
One of the principles to be learned from Tev is: let progress arise automatically as a projection of the specification, rather than as a separate second-pass processing pipeline.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedInference-time guidance steers sampling trajectories toward regions consistent with observations by adding the gradient of the observation likelihood at each step of reverse diffusion or flow, without requiring model retraining.65% similarUnverifiedThe advantage of this model's chained approach is that each stage can be intervened upon—the prompts output by Gemma can be directly modified without starting over, offering greater controllability than black-box image-to-image methods65% similarUnverifiedThe plan-then-execute pattern uses one reasoning step to produce a plan and then a separate execution step to follow it, which reduces model drift or self-contradiction on execution details.64% similarUnverified通过向前向传播激活中添加或减去特定方向向量,可以实时调节模型在该概念维度上的表现,无需修改权重参数63% similarUnverifiedProduction environments require predictable, reproducible execution paths (deterministic state machines) rather than black-box agency that may produce different results each time.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1028455API
curl https://kongchang.com/api/v1/knowledge/claims/1028455MCP
get_claim(id=1028455)