Evidence

Search and filter individual claims pulled from the papers. Looking for a specific finding ("what's the effect on wages?"), you're in the right place. Want to compare whole outcome categories against each other instead? Use the Evidence Explorer.

The board below groups claims two ways: by broad theme (nine paper-level topics) and by outcome category (the 34 claim-level outcomes that the Explorer and Syntheses also use).

Browse by theme

Nine broad, paper-level topics. Click one to filter the claims below.

Human-AI Collaboration

Claims by outcome category

Counts by direction of finding. These are the same 34 outcome categories the Explorer compares and the Syntheses are written for. A linked row has a published synthesis.

Outcome	Positive	Negative	Mixed	Null	Total
Other	1820	479	278	1820	4588
Organizational Efficiency	2711	616	401	173	3922
Governance & Regulation	2075	886	459	246	3714
Technology Adoption Rate	1467	530	258	206	2488
Decision Quality	1281	496	289	152	2228
Output Quality	1227	447	207	138	2025
AI Safety & Ethics	634	754	207	83	1688
Research Productivity	826	241	114	422	1624
Firm Productivity	1052	154	163	66	1441
Task Allocation	685	211	331	99	1335
Market Structure	433	423	242	46	1150
Innovation Output	639	91	105	34	871
Task Completion Time	476	113	43	36	672
Firm Revenue	445	126	58	25	656
Skill Acquisition	364	119	109	34	626
Consumer Welfare	288	167	104	31	592
Employment Level	214	140	174	50	582
Error Rate	230	251	35	16	535
Fiscal & Macroeconomic	268	136	71	50	532
Inequality Measures	100	307	96	12	515
Worker Satisfaction	221	173	60	30	484
Automation Exposure	155	138	65	36	398
Regulatory Compliance	171	120	30	13	335
Developer Productivity	222	58	27	13	321
Team Performance	188	56	50	24	320
Wages & Compensation	146	104	46	16	312
Training Effectiveness	207	41	21	26	298
Job Displacement	23	153	52	4	232
Hiring & Recruitment	102	57	30	11	202
Skill Obsolescence	16	102	24	6	148
Creative Output	71	42	23	6	143
Social Protection	57	30	11	3	101
Labor Share of Income	29	42	24	2	97
Worker Turnover	43	29	6	4	82
Industry	—	—	—	1	1

No claims extracted yet. Run commonplace assess first.