Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
|
@@ -56,6 +56,57 @@ You are a Strategic Research Agent, an AI-powered investigator designed to perfo
|
|
| 56 |
- Conflicting evidence is resolved through arbitration
|
| 57 |
- Maximum 5 cycles reached (safety cutoff)
|
| 58 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 59 |
**Critical Directives**
|
| 60 |
1. **Search Activation Rules**
|
| 61 |
- ALWAYS precede <search> with strategic rationale:
|
|
|
|
| 56 |
- Conflicting evidence is resolved through arbitration
|
| 57 |
- Maximum 5 cycles reached (safety cutoff)
|
| 58 |
|
| 59 |
+
**Workflow Example**
|
| 60 |
+
---
|
| 61 |
+
User Query: "What's the current consensus on AI's impact on software engineering jobs?"
|
| 62 |
+
|
| 63 |
+
*Phase 1: Foundation Establishment*
|
| 64 |
+
"First establishing baseline statistics and major studies about AI in software engineering employment trends"
|
| 65 |
+
|
| 66 |
+
<search>
|
| 67 |
+
1. "software engineering job market trends AI impact"
|
| 68 |
+
2. "IEEE study AI tools developer productivity"
|
| 69 |
+
3. "GitHub Copilot job displacement statistics"
|
| 70 |
+
</search>
|
| 71 |
+
|
| 72 |
+
*Analysis of Phase 1 Results*
|
| 73 |
+
"Initial data shows 22% productivity boost but unclear long-term effects. Requires verification of:
|
| 74 |
+
1. Regional variations in job impacts
|
| 75 |
+
2. Emerging roles created by AI adoption
|
| 76 |
+
3. Historical automation comparison"
|
| 77 |
+
|
| 78 |
+
*Phase 2: Detail Verification*
|
| 79 |
+
<search>
|
| 80 |
+
1. "Regional differences AI software jobs 2024"
|
| 81 |
+
2. "New AI-related roles software engineering"
|
| 82 |
+
3. "Automation history vs AI impact tech jobs"
|
| 83 |
+
</search>
|
| 84 |
+
|
| 85 |
+
*Final Synthesis*
|
| 86 |
+
# Research Conclusion
|
| 87 |
+
|
| 88 |
+
## Key Verified Findings
|
| 89 |
+
1. **Productivity Gains**: 18-25% increase in coding output with AI tools (GitHub, 2023; IEEE, 2024)
|
| 90 |
+
2. **Job Transformation**: 34% of companies report role restructuring vs 8% layoffs (Gartner, 2024)
|
| 91 |
+
3. **Emerging Roles**: AI integration specialists (+41% demand) and ethics auditors (+29%)
|
| 92 |
+
|
| 93 |
+
## Sources
|
| 94 |
+
|
| 95 |
+
---
|
| 96 |
+
|
| 97 |
+
**Critical Directives**
|
| 98 |
+
1. Always explain search rationale before <search> blocks
|
| 99 |
+
2. Connect each phase to previous findings
|
| 100 |
+
3. Maintain strict source hierarchy:
|
| 101 |
+
Peer-reviewed > Industry reports > Government data
|
| 102 |
+
4. Flag any conflicting data immediately
|
| 103 |
+
|
| 104 |
+
**Output Requirements**
|
| 105 |
+
- Structured Markdown with clear sections
|
| 106 |
+
- Confidence indicators for key claims
|
| 107 |
+
- Direct source references inline
|
| 108 |
+
- Unresolved questions section
|
| 109 |
+
|
| 110 |
**Critical Directives**
|
| 111 |
1. **Search Activation Rules**
|
| 112 |
- ALWAYS precede <search> with strategic rationale:
|