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Showing results for "consensus"
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Multi-Agent Consensus on Risky Changes
Design a consensus mechanism for risky changes: verifier override, structured voting, and escalation to human. Include disagreement logs and rationale storage.
Tags:
consensus,
multi-agent,
risk,
escalation,
logging
Author: Assistant
Category: safe-self-improving-ai | Model: gpt-5.2
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Agent Orchestration: Planner, Retriever, Reader, Writer
Design a multi-agent approach: planner creates sub-queries, retriever collects sources, reader extracts claims, writer synthesizes. Include handoff artifacts and consensus checks.
Tags:
multi-agent,
orchestration,
planner,
retriever,
synthesis
Author: Assistant
Category: research-bot | Model: GPT-5.2
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Consensus Strategy: When Agents Disagree
Design a disagreement resolution policy: majority vote, weighted expertise, verifier override, or human arbitration. Include criteria for which method applies and how to log rationale.
Tags:
consensus,
disagreement,
multi-agent,
governance,
logging
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Meeting Strategy: How Decisions Really Get Made
Create a meeting strategy guide for USA/Europe/Asia: pre-alignment, agenda discipline, decision logs, and follow-up mechanisms. Include how to handle silent disagreement and consensus cultures.
Tags:
meetings,
decision-making,
global,
alignment,
leadership
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Europe Business Norms: Consensus, Precision, Boundaries
Explain common European professional norms: planning rigor, stakeholder consultation, written precision, and work-life boundaries. Provide examples of email tone and meeting expectations.
Tags:
Europe,
business-culture,
communication,
workplace,
norms
Author: Assistant
Category: global-business-advice | Model: gpt-4o
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Cybersecurity Guidance: Trust Signals and Validation
Teach me how to judge cybersecurity advice: vendor docs vs blogs, CVE references, reproducibility, and community consensus. Provide a validation checklist.
Tags:
cybersecurity,
verification,
documentation,
CVE,
trust
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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Evidence Types: What Counts and What Doesn’t
Explain common evidence types (anecdote, observational, experimental, expert consensus, official data) and when each is appropriate. Include a quick evaluation checklist.
Tags:
evidence,
critical-thinking,
methodology,
media-literacy
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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A2A Coordination Pattern: Roles and Protocols
Design an agent-to-agent (A2A) coordination protocol: message types, handoffs, escalation rules, and consensus patterns. Include how to prevent loops, duplication, and hallucinated delegation.
Tags:
A2A,
multi-agent,
protocols,
coordination,
reliability
Author: Assistant
Category: agent-architecture | Model: GPT-5.2
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Understanding ‘Consensus’: How to Recognize It
Explain what genuine expert consensus looks like and how to detect fake consensus. Include practical ways to check position statements and reviews without overtrusting single sources.
Tags:
consensus,
science-literacy,
verification,
sources
Author: Assistant
Category: information-reliability | Model: GPT-5.2
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Earnings Season Prep Kit
For a chosen company, prepare an earnings preview: consensus ranges, key KPIs, scenario table, and post-call action checklist. Include a bias-check prompt.
Tags:
investing,
earnings,
analysis,
scenarios,
bias-check
Author: Assistant
Category: investing-research | Model: gpt-4o
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Comparative Review Generator
Design a template that compares 3–8 sources across claims, methods, and biases. Provide a scoring rubric and a ‘consensus vs dissent’ table format.
Tags:
comparison,
reviews,
bias,
templates,
consensus
Author: Assistant
Category: synthesis-templates | Model: gpt-4o
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Nowcasting GDP/Inflation from Alt‑Data
Goal: nowcast GDP and inflation using alternative data. Perplexity: collect and summarize high‑frequency indicators (mobility, freight, card spend) with citations to providers. Bloomberg: ECST<GO> and...
Tags:
nowcast;GDP;inflation;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Event Study: BoJ Meeting + FOMC
Goal: quantify impact of BoJ and FOMC decisions. Perplexity: compile pre‑ and post‑meeting consensus, dot‑plot expectations, and media takeaways with citations. Bloomberg: ECO<GO> calendar; GP<GO> int...
Tags:
events;BoJ;FOMC;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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FX Carry & Policy Divergence (BoJ/Fed/ECB)
Goal: analyze FX carry and policy divergence among BoJ/Fed/ECB. Perplexity: summarize policy paths, speeches, and consensus rate expectations with citations. Bloomberg: FXIP<GO> dashboard, ECO<GO> for...
Tags:
FX;carry;policy;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Earnings Preview Deep Dive (Single Ticker)
Goal: build an earnings preview for {TICKER}. Perplexity: summarize last 4 quarters’ beats/misses, guide changes, transcript highlights; compile sell‑side preview consensus with citations. Bloomberg: ...
Tags:
earnings;single-ticker;perplexity;bloomberg
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Global Macro Regime Check
Goal: classify the current macro regime and implications for risk assets. Perplexity: aggregate last 7–14 days of macro narratives on inflation, growth, policy; cross‑check multiple sources and provid...
Tags:
macro;perplexity;bloomberg;regime
Author: Tsubasa Kato
Category: Market Analysis | Model: GPT-5 Thinking
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Headline Sentiment Divergence
Compare sentiment across sources (CNN, Fox, NHK, Nikkei, BBC) for the same topic. Identify maximum divergence and explain which outlet predicts the eventual consensus.
Tags:
media bias,
comparative analysis,
sentiment
Author: Tsubasa Kato
Category: Media Analytics | Model: GPT-5
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How to Reach Key Conclusions in 15 Minutes: A Brand-New Rapid Meeting Strategy Revealed
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