Source profile

businesstimes.com.sg

Evidence-bounded context

A field appears only when the current profile revision carries supporting evidence. Missing context stays visibly unknown.

Source classes: Not yet evidenced
Ownership: Not yet evidenced
Funding ties: Not yet evidenced
Declared affiliations: Not yet evidenced
Geographic base: Not yet evidenced
Methodology: Not yet evidenced

Current clusters

build3 publishers

OpenAI promises to publish misalignment incidents before it explains them

OpenAI's planned framework would make unexpected model behaviour reportable on its own, breach or no breach. The company has yet to publish the criteria and timelines that would make such a report usable downstream.

Publishers:businesstimes.com.sgdev.tomezha.net

Perspective Coverage

3 publishers

Builder: Builder 35%
Operator: Operator 37%
Investor: Investor 28%

Reality

Evidence55
Adoption30
Hype gap+20
Incentives70
Confidence50

build3 publishers

DeepSeek's new encoder-decoder splits inference into an 8B prefill and a 16B decode

V4.1-Flash retires the V4 Pro line and carries two active-parameter counts, 763B total with 8B on input tokens and 16B on output, so one sizing number no longer covers both phases of a request. Baseten had it running on day zero.

Publishers:businesstimes.com.sgdev.tolatent.space

Reality

Evidence58
Adoption52
Hype gap+25
Incentives65
Confidence55