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EventsOpen-weight and Open-source Model Ecosystemevent_59b1c2cb24259f8a

ValsAI:2083718086319088066

FACTAI JUDGMENTDetected 3 hours ago
ShareTrack Event
01

Factual Description

X post: User: @ValsAI Post ID: 2083718086319088066 Text: Deepseek Flash (0731) is the #3 open-weight model on the Vals Index. Not only that, it is extremely cheap at just 6 cents

Event TypeSource Update
DetectedAug 02, 2026
TopicOpen-weight and Open-source Model Ecosystem
02

Core Technical Contributions

change point: X post: User: @ValsAI Post ID: 2083718086319088066 Text: Deepseek Flash (0731) is the #3 open-weight model on the Vals Index. Not only that, it is extremely cheap at just 6 cents

llm
03

AI Impact Judgment

This update may affect teams tracking open_weight_and_open_source_model_ecosystem.

Confidence0%
Importance71
Evidence1
04

Raw Evidence Links

Twitter Search QueryValsAI:2083718086319088066

X post: User: @ValsAI Post ID: 2083718086319088066 Text: Deepseek Flash (0731) is the #3 open-weight model on the Vals Index. Not only that, it is extremely cheap at just 6 cents

Event Contextevent_59b1c2cb24259f8a
ID
event_59b1c2cb24259f8a
Entity Map
llm
Confidence Score
0% Watching
Observer Node
open_weight_and_open_source_model_ecosystem
Processing Latency
Batch observed

Maturity vs Risk Vector

MaturityUnknown
Risk FlagsUnknown Stage
Confidence0%

Raw JSON Payload

{
  "event_id": "event_59b1c2cb24259f8a",
  "topic_id": "open_weight_and_open_source_model_ecosystem",
  "event_type": "Source Update",
  "event_time": "2026-08-02T03:32:13.456760Z",
  "title": "ValsAI:2083718086319088066",
  "summary": "X post:\nUser: @ValsAI\nPost ID: 2083718086319088066\nText: Deepseek Flash (0731) is the #3 open-weight model on the Vals Index. \n\nNot only that, it is extremely cheap at just 6 cents",
  "contribution": "change point: X post:\nUser: @ValsAI\nPost ID: 2083718086319088066\nText: Deepseek Flash (0731) is the #3 open-weight model on the Vals Index. \n\nNot only that, it is extremely cheap at just 6 cents",
  "impact": "This update may affect teams tracking open_weight_and_open_source_model_ecosystem.",
  "maturity": "Unknown",
  "confidence": 0,
  "importance_score": 0.713,
  "risk_flags": [
    "Unknown Stage"
  ],
  "evidence_count": 1
}

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