Human Reserve Rate observation
Proactive AI Enters the Decision Process
先回りするAIが、判断の過程に入る
HRR-2026-002 · real-time conversational recommendation · HOLD · H3_AUTHORIZING
Observation
OBSERVED TASK
real-time conversational recommendation
リアルタイムの会話的推奨
Source: Halliday. Meeting Flow
HOLD · H3_AUTHORIZING · Observed + Inference
The classification itself is SHIRO & Co. observational interpretation. It is not an objective scientific fact.
分類自体は SHIRO & Co. の観測的解釈である。客観的な科学的事実ではない。
FACT事実
OBSERVED FACT
- Halliday markets DigiWindow glasses with a Proactive AI Agent that can listen to conversations and provide real-time suggestions and information during discussions, interviews, and business meetings.
- Halliday states that the agent can introduce conversation-related information without the wearer first formulating a question.
- Halliday also documents reactive AI, real-time translation, cheatsheets, transcription, captions, and a Meeting Flow that can research, confirm decisions, and check commitments.
- Halliday's published product language states that the system is designed to identify and suggest, and not to dictate.
INTERPRETATION解釈
SHIRO & Co. INTERPRETATION
The significant shift is not automation of action, but intervention before a human decision has fully formed.
Human authority may remain formally intact while the upstream formation of judgment becomes increasingly machine-assisted.
重要な変化は行為の自動化ではなく、人間の決定が十分に形成される前への介入である。
人間の権限は形式的には残る一方で、判断の上流形成はますます機械に補助されうる。
Uncertainty
UNCERTAINTY
- Public product materials do not document how often wearers accept, reject, or ignore proactive suggestions in live settings.
- The degree to which a suggestion shapes a subsequent human judgment is not measured here.
- This case does not observe a specific deployment's contractual or legal allocation of responsibility.
Signal
AI can enter a decision before it enters an action.
Human Reserve question
If the final action is human but the judgment was substantially shaped by AI, how much human authority remains?
最終行為が人間でも、判断が実質的にAIに形作られていたなら、人間の権限はどれだけ残るか。
Human Reserve implication
If the final action is human but the judgment was substantially shaped by AI, the remaining human authority cannot be read from the final click or utterance alone.
- Domain
- Wearable AI / Decision Assistance / Human Cognition
- Observed capability
- Halliday DigiWindow glasses include a Proactive AI Agent designed to listen to conversations and provide real-time suggestions and information during discussions, interviews, and business meetings. The wearer does not necessarily have to formulate a question first.
- Delegation state
- HOLD
- Human presence
- H3 — AUTHORIZING
- Confidence
- Observed + Inference
HOLD and H3 apply to real-time conversational recommendation, not to Halliday as a whole product.
Delegation boundary
AI may listen to contextual conversation, surface information, and generate suggestions. It does not, on the documented product, automatically accept an offer, make a commitment, choose a negotiation position, or execute the wearer's consequential response.
Authority boundary
Final communicative and business action remains with the wearer.
Accountability boundary
Responsibility for acting on a suggestion remains primarily with the human user and the relevant organization. There is no observed evidence that Halliday assumes responsibility for those decisions.