Megadose AI progress, ranked and analyzed.

Megadose — AI progress, ranked and analyzed

Mission-control view for frontier AI: model releases, viral OSS, benchmarks (SWE-bench, LMArena, Terminal-Bench, METR), and on-demand deep analysis. Ranked, decayed, deduped.

Top items, last 7 days

  1. Sources: Manus is set to soon close a $500M funding round at a $4B valuation, signaling growing confidence after Beijing unwound its $2B buyout by Meta (Bloomberg)
    Techmeme · · company
    Manus is reportedly raising $500M at a $4B valuation after its blocked Meta buyout, marking a major AI financing event.
  2. Introducing Gemini 3.8 Live and 3.8 Live Extended Thinking
    Google DeepMind · · models
    Google DeepMind released Gemini 3.8 Live with an extended-thinking variant for real-time multimodal interaction.
  3. Sources: a group of 10 banks is providing a $22B loan to Blackstone and Alphabet's venture Crux AI, which provides compute for AI labs, to fund TPU purchases (Bloomberg)
    Techmeme · · company
    Crux AI is securing $22B in debt financing to buy TPUs, underscoring the scale of AI compute infrastructure demand.
  4. Delos Data, which develops network chips and software to connect AI chips in a data center, raised $100M from Matrix, Playground, Socratic Partners, and others (Stephen Nellis/Reuters)
    Techmeme · · company
    Delos Data raised $100M to build networking chips and software for connecting AI chips inside data centers.
  5. Cohere and Aleph Alpha sign a definitive merger agreement; the combined company will operate as Cohere, with Aleph Alpha co-CEO Ilhan Scheer becoming Cohere COO (Leo Marchandon/Reuters)
    Techmeme · · company
    Cohere and Aleph Alpha agreed to merge, consolidating two enterprise AI model companies under Cohere’s brand and leadership.
  6. LawZero, a non-profit founded by Yoshua Bengio to develop safe AI systems, says Canada and Germany are providing up to $300M in grant funding (Globe and Mail)
    Techmeme · · company
    LawZero secured up to $300M in Canada-Germany grant funding to build safe AI systems under Yoshua Bengio.
  7. Source: AI assistant Instinct seeks to raise $1B at a $10B valuation, up from $2.25B less than a month ago; Sequoia and Benchmark are in talks to lead the round (Valida Pau/The Information)
    Techmeme · · company
    Instinct is reportedly seeking a $1B round at a $10B valuation, signaling intense investor demand for AI assistant startups.
  8. Sources: Shanghai-based Anew Labs, a ByteDance spinoff using AI for drug discovery, raised $290M from HSG, IDG Capital, and others at a $1.5B valuation (Kane Wu/Reuters)
    Techmeme · · company
    ByteDance spinoff Anew Labs raised $290M for AI drug discovery at a $1.5B valuation, signaling major investor appetite in biotech AI.
  9. CADDi, which sells AI tools to help manufacturers organize engineering and production data, raised a $114M Series D at a $1.2B valuation, up from $470M in 2025 (Jeremy Kahn/Fortune)
    Techmeme · · company
    CADDi raised $114M at a $1.2B valuation, signaling strong demand for AI systems that organize manufacturing engineering and production data.
  10. Factory, whose AI coding agents, called Droids, switch between models depending on a task's complexity, raised $200M at a $5B valuation, up from $1.5B in April (Angel Au-Yeung/Wall Street Journal)
    Techmeme · · company
    Factory raised $200M at a $5B valuation, signaling continued investor demand for AI coding agent companies.
  11. New York-based AI marketing startup Profound raised a $180M Series D led by Sequoia and Kleiner Perkins at a $1.8B valuation, taking its total funding to $335M+ (Rebecca Torrence/Bloomberg)
    Techmeme · · company
    Profound raised $180M at a $1.8B valuation, signaling major investor interest in AI search optimization for brands.
  12. Rome-based Exein, which offers cybersecurity tools for connected devices including cars and home routers, raised $270M led by Headline at a $1.7B valuation (Tom Wilson/Financial Times)
    Techmeme · · company
    Exein raised $270M at a $1.7B valuation to expand cybersecurity tools for connected devices.
  13. Netherlands-based inference chip startup Euclyd raised a €200M+ Series A co-led by Samsung, Somerset Capital, Scaleup Europe Fund, and Innovation Industries (Kai Nicol-Schwarz/CNBC)
    Techmeme · · company
    Euclyd raised a €200M-plus Series A for AI inference chips, with Samsung among major backers.
  14. Temporal, which makes open-source software that helps apps, including AI agents, recover from failure, raised $550M led by Lightspeed at a $12.55B valuation (Anhata Rooprai/Reuters)
    Techmeme · · company
    Temporal raised $550 million at a $12.55 billion valuation, underscoring demand for resilient orchestration infrastructure for AI agents and applications.
  15. Z.ai says it plans to raise $5B+ via equity and debt to fund its AI investments, including ~$2B through a share placement, after raising $4B in July (P.R. Venkat/Wall Street Journal)
    Techmeme · · company
    Z.ai plans to raise over $5B in equity and debt, signaling another major capital push for AI expansion.
  16. Source: Anthropic signed a $13.7B, six-year deal to lease compute from Rum Group's upcoming Georgia data center; Rum operates Rumble and hosts Truth Social (The Information)
    Techmeme · · company
    Anthropic reportedly committed $13.7B to lease data-center compute, underscoring frontier labs’ escalating infrastructure race.
  17. Sources: Anthropic is in talks to bring on Nvidia as an anchor investor in its IPO, seeking up to $100B at a ~$2T valuation; Nvidia may invest up to $10B (Reuters)
    Techmeme · · company
    Anthropic is reportedly courting Nvidia as a major IPO anchor investor in a massive financing that could reshape AI capital markets.
  18. Sources: Jeff Dean is raising funds again for Discovery Loop, seeking a valuation of ~$50B; Discovery Loop was raising $1B at a ~$10B valuation a few weeks ago (Ben Bergman/Business Insider)
    Techmeme · · company
    Jeff Dean's Discovery Loop is reportedly seeking funding at a $50 billion valuation, weeks after targeting $10 billion.
  19. LinkedIn profiles show Google appears to have completed its talent deal, reportedly for $1.5B+, with AI coding startup Mechanize (Business Insider)
    Techmeme · · company
    Google reportedly completed a $1.5B-plus talent deal for AI coding startup Mechanize, intensifying competition for agentic coding talent.
  20. Sources: Cohere is in advanced talks to raise between $2B and $3B, including financing from the Canadian government and existing backers, at a $20B valuation (Globe and Mail)
    Techmeme · · company
    Cohere is reportedly nearing a $2B-$3B raise at a $20B valuation, reinforcing investor demand for enterprise AI labs.
  21. Positron, which is designing an AI processor called Asimov with a "memory-first architecture" and up to 2.3TB of memory, raised $875M at a $5B valuation (Robbie Whelan/Wall Street Journal)
    Techmeme · · company
    Positron raised $875 million at a $5 billion valuation to develop Asimov, a memory-first AI processor for large-scale inference.

Benchmark snapshot

Chatbot Arena (chat)

#ModelScore
1 Claude Opus 4.6 1503
2 Claude Opus 4.7 1490
3 Gemini 3.1 Pro 1480
4 Gemini 3 Pro 1479
5 GLM-5 1475

Chatbot Arena · Open Weights (chat)

#ModelScore
1 GLM-5 1475
2 Kimi K2 1455
3 GLM-4.6 1440
4 GLM-4.7 1436
5 DeepSeek R1 1428

AA Coding Index (code)

#ModelScore
1 GPT-5 78.3%
2 Grok 4 76.8%
3 GLM-5 74.8%
4 Claude Opus 4 74.3%
5 Claude Opus 4.7 73.6%

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