11 stories from 5 sources

AI startups pursue enormous pre-IPO funding rounds

Day’s Recap

Supporting Articles

8:59 AMCNBC

DeepSeek considers doubling latest funding round to up to $15 billion, sources say

Summary

DeepSeek is considering increasing its latest funding round to as much as $14.9 billion, nearly double the amount previously contemplated. The final size remains under negotiation and could change.

DeepSeek's potential funding increase signals that investors are assigning an unusually high capital requirement to

Why it matters

A funding round approaching $15 billion would make DeepSeek one of the most heavily financed AI startups and intensify competition for scarce compute.

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8:26 AMPYMNTS

DeepSeek Looks to Raise $12 Billion Ahead of IPO

Summary

DeepSeek is reportedly close to raising $12 billion in a new funding round ahead of a planned IPO next year. Contemporary Amperex Technology and Tencent are among the major backers cited in the report.

The reported round would exceed DeepSeek's initial financing target and give strategic Chinese investors a

Why it matters

DeepSeek is positioning its private financing as a major pre-IPO event, potentially setting a high valuation benchmark for China's AI sector.

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2 stories · 2 sources

1:00 AMBloomberg Markets

DeepSeek to Raise Over $12 Billion in Tencent-Backed Funding

Summary

DeepSeek is close to raising at least 80 billion yuan, or roughly $12 billion, in a new funding round. The deal would exceed its own target ahead of a planned initial public offering in early 2027.

DeepSeek's oversubscribed round signals that investors are willing to commit massive sums to a Chinese

Why it matters

The round could reset funding expectations for AI startups and intensify competition for capital, computing capacity, and talent.

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7:12 PMPYMNTS

Lambda Targets $14.5 Billion Valuation in Final Pre-IPO Round

Summary

Cloud computing company Lambda is seeking up to $4 billion in a final funding round before a planned IPO, at a valuation of $14.5 billion before the new capital.

Lambda is attempting to lock in a multibillion-dollar valuation and substantial cash cushion before entering

Why it matters

The deal would test whether investor appetite for high-growth cloud infrastructure can sustain private valuations at public-market scale.

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4:00 PMTechCrunch

AI computing startup Lambda to raise $4B ahead of planned IPO

Summary

Nvidia-backed AI computing startup Lambda plans to raise up to $4 billion at a $14.5 billion pre-money valuation. Coatue and Blackstone are leading the round ahead of a planned 2027 IPO.

A potential $4 billion private round would give Lambda substantial capital while establishing a high

Why it matters

Lambda's financing could reset private-market valuations for AI infrastructure and provide an important test of whether that enthusiasm survives into public markets.

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2 stories · 2 sources

6:34 PMTechCrunch

Ex-Ramp engineers raise $20M for platform Melius after scrapping their first product

Summary

Melius has raised $20 million after abandoning its initial product, which helped marketers manage and optimize ad spending. The company is now building tools that generate creative assets and campaigns.

Melius is shifting from optimizing marketing budgets to producing the campaigns themselves, moving closer to

Why it matters

The pivot shows how quickly AI startups are repositioning around content creation as optimization software becomes easier to replicate.

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Other Developments

A curated list of other prominent stories from this day.

8:01 PMFinextra

M&A intelligence platform Comparables.ai raises $6m

Summary

Finnish M&A intelligence platform Comparables.ai has raised $6 million in seed funding.

The funding gives Comparables.ai capital to develop its data and intelligence platform at an early

Why it matters

The round signals continued investor demand for software that can make private-market deal research faster and more systematic.

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4:57 PMFinextra

American Bankers Association invests in BankTech Ventures fund

Summary

The American Bankers Association is investing in BankTech Ventures Fund II, a venture fund backed by community banks. The fund targets technology companies that improve bank efficiency, customer service and competitiveness.

The investment gives BankTech Ventures stronger industry validation and a broader channel into community banks.

Why it matters

Bank-backed capital can shorten the path from fintech product development to adoption by smaller financial institutions.

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2:55 PMPYMNTS

CrowdStrike Launches Startup Accelerator to Combat AI-Related Threats

Summary

CrowdStrike opened applications for its fourth annual cybersecurity startup accelerator, in partnership with Nvidia and Amazon Web Services. The program will focus on companies developing security products for the agentic AI era.

The accelerator reflects a race to build security controls around AI agents before their adoption

Why it matters

Security vendors are treating agentic AI as a new product category, not merely an extension of existing defenses.

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12:35 PMTechCrunch

Mirror Particle is building a ‘world model’ of human behavior

Summary

Mirror Particle is developing a world model designed to predict human behavior for market research and brand strategy. The company argues that role-playing with large language models cannot reliably reproduce how people make decisions.

The company is betting that behavioral prediction requires a purpose-built model rather than a general-purpose

Why it matters

If it works, behavioral world models could shift commercial research from surveying what people say to forecasting what they will do.

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11:26 AMCNBC

This startup wants to reduce liquidation risk from margin calls on prediction markets

Summary

Edge Markets is building infrastructure for institutional trading on prediction markets that operate around the clock. Its platform aims to reduce the risk that margin calls force traders to liquidate positions during volatile periods.

Institutional participation will depend on better risk controls than many retail-focused prediction markets currently offer.

Why it matters

Reducing forced liquidations could remove a key barrier to institutional capital entering prediction markets.

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