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Corporate deals: M&A, IPOs, layoffs, contracts, lawsuits
M&A deals, IPOs, layoffs, contract wins and corporate lawsuits 2019-2026, extracted from news and checked. CC BY-NC 4.0.
Salary data (India, US, global)
Salary benchmarks from job postings with stated pay: India, United States and 45+ countries in US$. CC BY-NC 4.0, Fliar BI.
Quarterly results & company financials (India, US, UK)
India (NSE/BSE) and US quarterly results plus UK company accounts 2019-2026. CC BY-NC 4.0, attribution Fliar BI.
Startups, investors & funding (US, UK, global)
US and UK startup funding rounds, a 35k-investor VC directory and a VC co-investment network. CC BY-NC 4.0, Fliar BI.
CERTA: Certified Compression for Clinical Decisions
CERTA certify-or-escalate layers (no base weights) for quantized clinical verifiers: NF4 flagship, then LLM.int8(), then RTN variants.
Quarterly results & company financials (India, US, UK)
India (NSE/BSE) and US quarterly results plus UK company accounts 2019-2026. CC BY-NC 4.0, attribution Fliar BI.
Corporate deals: M&A, IPOs, layoffs, contracts, lawsuits
M&A deals, IPOs, layoffs, contract wins and corporate lawsuits 2019-2026, extracted from news and checked. CC BY-NC 4.0.
Startups, investors & funding (US, UK, global)
US and UK startup funding rounds, a 35k-investor VC directory and a VC co-investment network. CC BY-NC 4.0, Fliar BI.
Salary data (India, US, global)
Salary benchmarks from job postings with stated pay: India, United States and 45+ countries in US$. CC BY-NC 4.0, Fliar BI.
CERTA: Certified Compression for Clinical Decisions
CERTA certify-or-escalate layers (no base weights) for quantized clinical verifiers: NF4 flagship, then LLM.int8(), then RTN variants.