Cognition Ai

Cognition AI Inc. • Cognition AI

Cognition raises $2B at a $48B valuation as run-rate revenue nears $900M: Cognition AI Inc. has raised $2 billion in a new funding round, increasing the AI coding startup's valuation to $48 billion. The company's run-rate revenue reportedly grew to approximately $900 million, up from $492 million in May when it was valued at $26 billion.

New inference-time method reduces hallucinations in OpenAI's Whisper: Researchers have developed a training-free, inference-time method to reduce hallucinated transcripts in OpenAI's Whisper model. The approach estimates a compact hallucination-associated subspace from non-speech calibration data and projects decoder hidden states away from it.

AI Research • arXiv

Microsoft debuts MAI-Transcribe-2 speech model with 72% price cut: Microsoft AI has debuted MAI-Transcribe-2, a speech recognition model that the company claims outperforms Gemini 3.5 Transcribe and GPT-Transcribe. The model is priced at an early-bird rate of $0.10 per audio hour through 2026, representing a roughly 72% price cut.

Microsoft AI • Techmeme