Deduplicated, classified AI industry news: search, browse, and filter by vertical and event type.
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Total item count plus counts per vertical and per event_type. Use to discover valid filter values and where coverage is dense.
This tool takes no arguments.
Total item count plus counts per vertical and per event_type. Use to discover valid filter values and where coverage is dense.
No arguments.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
}Most recent AI news items, newest first, with optional filters. Pass the returned next_cursor back as `cursor` to fetch older items.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Max items to return (default 20). |
| since | string | ISO 8601 date or timestamp; only items published at or after it. |
| cursor | string | next_cursor from a previous call. |
| source | string | Restrict to one source, e.g. 'arxiv', 'hackernews', 'github'. |
| vertical | string | Restrict to one AI vertical. |
| event_type | string | Restrict to one event type. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"limit": {
"type": "integer",
"maximum": 50,
"minimum": 1,
"description": "Max items to return (default 20)."
},
"since": {
"type": "string",
"description": "ISO 8601 date or timestamp; only items published at or after it."
},
"cursor": {
"type": "string",
"maxLength": 100,
"description": "next_cursor from a previous call."
},
"source": {
"type": "string",
"maxLength": 64,
"description": "Restrict to one source, e.g. 'arxiv', 'hackernews', 'github'."
},
"vertical": {
"enum": [
"foundation_models",
"inference",
"training",
"agents",
"code_generation",
"multimodal",
"safety_alignment",
"evaluation",
"developer_tooling",
"enterprise_platforms",
"data_infrastructure",
"open_source",
"hardware",
"consumer_products",
"creative_tools",
"search_retrieval",
"robotics",
"healthcare",
"finance",
"research",
"governance_policy"
],
"type": "string",
"description": "Restrict to one AI vertical."
},
"event_type": {
"enum": [
"launch",
"funding",
"release",
"acquisition",
"paper",
"update",
"shutdown"
],
"type": "string",
"description": "Restrict to one event type."
}
},
"additionalProperties": false
}Full-text search over indexed AI news. Supports quoted phrases, OR, and -exclusion. Results are ranked by relevance blended with recency; not paginated.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Max items to return (default 20). |
| query* | string | Search terms, e.g. 'open-weight reasoning model'. |
| since | string | ISO 8601 date or timestamp; only items published at or after it. |
| source | string | Restrict to one source, e.g. 'arxiv', 'hackernews', 'github'. |
| vertical | string | Restrict to one AI vertical. |
| event_type | string | Restrict to one event type. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 50,
"minimum": 1,
"description": "Max items to return (default 20)."
},
"query": {
"type": "string",
"maxLength": 200,
"minLength": 1,
"description": "Search terms, e.g. 'open-weight reasoning model'."
},
"since": {
"type": "string",
"description": "ISO 8601 date or timestamp; only items published at or after it."
},
"source": {
"type": "string",
"maxLength": 64,
"description": "Restrict to one source, e.g. 'arxiv', 'hackernews', 'github'."
},
"vertical": {
"enum": [
"foundation_models",
"inference",
"training",
"agents",
"code_generation",
"multimodal",
"safety_alignment",
"evaluation",
"developer_tooling",
"enterprise_platforms",
"data_infrastructure",
"open_source",
"hardware",
"consumer_products",
"creative_tools",
"search_retrieval",
"robotics",
"healthcare",
"finance",
"research",
"governance_policy"
],
"type": "string",
"description": "Restrict to one AI vertical."
},
"event_type": {
"enum": [
"launch",
"funding",
"release",
"acquisition",
"paper",
"update",
"shutdown"
],
"type": "string",
"description": "Restrict to one event type."
}
},
"additionalProperties": false
}