Direction, evidence grade, and study type are AI-generated labels (gpt-5-mini), not human-verified. Syntheses are LLM-written. "Tensions" are machine-detected candidates, not confirmed contradictions. A research-acceleration tool, not peer review.
How this is built →
2Distinct papers
1Unique collaborators
2/2Semantic Scholar citation coverage
Publication span: 2026. Corpus fetch span: 2026.
Identity provenance
Provider IDs
- Semantic Scholar:
2453962562
ORCID evidence
No valid ORCID is stored.
Observed aliases (2)
- B. Madanamootoo (semantic scholar, provider refresh)
- Brian Dean Madanamootoo (semantic scholar, provider refresh)
Topics and outcomes in this view
Assessment themes
- Adoption: 2 papers
- Productivity: 2 papers
- Human Ai Collab: 1 paper
Claim outcomes
- Firm Revenue: 2 papers
- Adoption Rate: 2 papers
- Inequality: 1 paper
- Automation Exposure: 1 paper
- Organizational Efficiency: 1 paper
- Worker Satisfaction: 1 paper
- Decision Quality: 1 paper
- Employment: 1 paper
- Innovation Output: 1 paper
- Market Structure: 1 paper
- Output Quality: 1 paper
- Task Completion Time: 1 paper
Papers in the Semantic Scholar view
Latest stored Semantic Scholar author observations only. Citation counts below are from the same provider and are not combined with other services.
Scroll the table horizontally to see every column.
| Paper | Author evidence | Date | Provider citations |
|---|---|---|---|
| AI planning tools have dramatically reduced the time and cost of indie game production planning—by roughly four orders of magnitude—coinciding with a surge in indie releases and rising AI disclosures; without stronger causal evidence, the authors warn this near-zero production cost risks structural oversupply and will force a reinvention of discovery and distribution.arxiv | B. Madanamootoo provider id |
2026-08-07 | 0 |
| Generative AI has flooded game storefronts, concentrating player attention on a vanishingly small share of titles rather than collapsing platform revenue, and persona-driven agentic matching demonstrably improves cold-start recommendations and could lift median developer payouts under subscription-style access models.arxiv | B. Madanamootoo provider id |
2026-07-27 | 0 |
Citation observation summary
Semantic Scholar supplied counts for 2 of 2 papers in this view; 0 are missing. The observed paper counts sum to 0 cumulative citations. This is a coverage summary, not an author score or h-index.