# Work

[https://timesof.ai/category/work](https://timesof.ai/category/work)

How AI changes jobs, productivity, and the tools professionals use day to day.

## Coverage

- [Nous Research Confirms $90M at a $1.5B Valuation and Takes Its Open-Source Hermes Agent to Business](https://timesof.ai/2026/10/nous-research-90m-1-5b-hermes-enterprise) — Nous Research confirms a $90M Series B at $1.5B led by Robot Ventures, total $158M, and launches Hermes for Businesses. Usage stats are estimates.
- [Manus Raises More Than $500 Million From Boyu, IDG and Tencent After Beijing Blocked Meta's Purchase](https://timesof.ai/2026/10/manus-500m-round-boyu-idg-after-meta-unwind) — Manus raises more than $500M led by Boyu and IDG, with Tencent following on, after Beijing blocked Meta's deal. Valuation undisclosed.
- [Lambda Targeting Up to $4B at $14.5B Pre-Money Ahead of Planned 2027 IPO, WSJ Says](https://timesof.ai/2026/10/lambda-4b-pre-ipo-round-14-5b) — WSJ: Lambda targeting up to $4B at $14.5B pre-money, Blackstone and Coatue leading, 2027 IPO aim. Backlog $50B. Single-origin; not yet raised.
- [Vinci Raises $250M Series B at $1.5B for Physics-AI Chip Simulation, With AMD Ventures In](https://timesof.ai/2026/10/vinci-250m-series-b-1-5b-physics-ai) — Vinci raises $250M Series B at $1.5B for physics-AI chip simulation. Co-led Advent/Temasek/Xora; AMD Ventures in the release. Two pilots; claims unverified.
- [SAP to Buy TechWolf's Skills Graph for HR Agents; Terms Undisclosed](https://timesof.ai/2026/10/sap-to-acquire-techwolf) — SAP agrees to buy TechWolf skills/context graph for SuccessFactors and Joule HR agents. Q4 2026 close expected; price undisclosed. Single-origin SAP announcement.
- [DeepSeek Nears an 80B-Yuan Round and Moonshot Closes at ~$50B as Both Line Up 2027 IPOs, Bloomberg Reports](https://timesof.ai/2026/10/deepseek-80b-yuan-moonshot-50b-pre-ipo-rounds) — Bloomberg: DeepSeek near at least 80B yuan (~$12B) with CATL, Tencent; had targeted ~500B-yuan valuation. Moonshot closed at ~$50B, HK IPO Q1 2027. Unconfirmed.
- [Intel Falls After Musk Confirms ‘Just Discussions’ with TSMC About Terafab](https://timesof.ai/2026/10/terafab-tsmc-talks-intel-slide) — Musk on X over the weekend: Terafab–TSMC are ‘just discussions.’ BI: Intel ~3% at open (low $115.31). Intel remains sole named process partner; no deal announced.
- [OpenAI Will Test Ads Inside ChatGPT Image Generation — and Opens Measurement to Outside Firms](https://timesof.ai/2026/10/openai-chatgpt-visual-ads-image-generation) — OpenAI: visual ads during ChatGPT image gen (U.S. test later October); ads labeled, separate, do not influence answers. DV/IAS brand-suitability pilots; partner CPA case studies only.
- [The Information: Microsoft Cuts Planned Internal Claude Spend by More Than a Third; Meta Halves Claude Code Users](https://timesof.ai/2026/10/meta-microsoft-cut-internal-claude-use) — The Information: Microsoft cuts projected ≥$1B internal Claude spend by >1/3; Meta halves Claude Code seats ~60k→30k. Internal use only; single paywalled origin.
- [South Korea Plans a ₩4.7 Trillion (~$3.5B) State Equity Push for a Frontier AI Model in 2027](https://timesof.ai/2026/10/korea-frontier-ai-project-4-7t-won) — Ryu Je-myung: Korea to launch state equity frontier AI project in 2027. Korea Times: ₩4.7T earmark (₩3.9T for 10k Vera Rubin GPUs, ₩800B data). Match funding required; not yet funded.
- [Update: Firmus Explores a Private Round of Up to US$3 Billion After Withdrawing Its ASX Listing, Bloomberg Reports; Partner DayOne Keeps Working on a Bond](https://timesof.ai/2026/10/firmus-ipo-half-to-existing-investors) — Bloomberg: Firmus explores up to US$3B privately after withdrawing its ASX listing; DayOne still weighs a US$500M bond. Reuters on why orders were pulled.
- [Etched Is Fielding Offers at $40B–$50B, About Double Its September Price, TechCrunch Reports](https://timesof.ai/2026/10/etched-40b-plus-unsolicited-offers) — TechCrunch sources: Etched reviewing inbound bids at $40B–$50B after raising $700M at $21B in September. Early talks, no term sheet; Etched declined to comment.
- [Cohere Ships North 2: Token Caps, Cross-Session Memory and a Rebuilt Agent Harness](https://timesof.ai/2026/10/cohere-north-2-agent-platform) — Cohere North 2 (Oct 5, per trade press): rebuilt harness, cross-session memory, per-user/org token caps, air-gapped. No benchmarks or list pricing. Merger agreement with Aleph Alpha noted.
- [Supabase Raises $150M (GIC) and Buys Turso for Per-Agent Databases](https://timesof.ai/2026/10/supabase-150m-acquires-turso) — Supabase raises $150M led by GIC and acquires Turso for agentic per-agent databases; ~70% of new DBs company-said agent-created. Price undisclosed.
- [Business Insider: FieldAI Term Sheet for $700 Million at a $10 Billion Valuation](https://timesof.ai/2026/10/fieldai-700m-10b-term-sheet) — Business Insider: a person familiar says FieldAI signed a term sheet for $700 million at a $10 billion valuation. The round may not be closed; FieldAI did not comment.
- [Banks Assembling $60B Broadcom Chip-Financing Stack — Not Closed, Bloomberg via Quartz](https://timesof.ai/2026/10/broadcom-60b-chip-financing-syndication) — Bloomberg via Quartz: banks prepping $42B Class A letters; Blackstone leads $18B Class B ($9B). ~$60B Broadcom stack for Anthropic and others — not closed.
- [SoftBank Closes $30B OpenAI Follow-On — Final $10B Tranche, ~13% Stake, Bridge Gone](https://timesof.ai/2026/10/softbank-openai-third-tranche-complete) — SoftBank’s final $10B OpenAI tranche via Vision Fund 2 completes $30B follow-on; cum. $64.6B / ~13%; Sep notes fund it; March bridge fully exited.
- [Nebius Buys Inferize for Token Factory Elasticity — Terms Undisclosed](https://timesof.ai/2026/10/nebius-acquires-inferize) — Nebius acquires Inferize for Token Factory elasticity. Terms undisclosed; Ctech estimates ~$100–150M — unconfirmed. Cold-start / idle GPU tax pitch.
- [Halluminate Raises $30M Series A (Oak HC/FT) for Finance RL Environments](https://timesof.ai/2026/10/halluminate-series-a-30m) — Halluminate raises $30M Series A led by Oak HC/FT; claims 4 of 5 top U.S. closed-source labs as customers. ARR and benches company-reported.
- [Dynatrace Completes Arize Acquisition — AI Eval Meets Production Observability](https://timesof.ai/2026/10/dynatrace-completes-arize-acquisition) — Dynatrace completes acquisition of Arize for AI eval and agent observability; Phoenix and AX continue. Close of Aug-announced deal; price not restated.
- [Mandia’s Armadin Hits $255.5M Series B at >$2.5B for Agentic Offense](https://timesof.ai/2026/10/armadin-series-b-2-5b) — Mandia’s Armadin raises $255.5M Series B co-led by a16z and Accel at >$2.5B; ~$445M total for agentic offensive security.
- [Barclays Scales Claude Bank-Wide; Claude Code Aimed at 50% of Devs by End-2026](https://timesof.ai/2026/10/anthropic-barclays-claude-scale) — Barclays expands Claude bank-wide; Claude Code to 50% of developers by end-2026. Knowledge Assistant 16k users; Markets ~120k emails/day.
- [ZoomInfo Buys DoubleO.ai — Multi-Agent GTM Orchestration on the Context Graph](https://timesof.ai/2026/09/zoominfo-acquires-doubleo-gtm-agents) — ZoomInfo buys DoubleO.ai for multi-agent GTM orchestration on its B2B context graph. Terms undisclosed. VentureBeat / Business Wire.
- [Flow Engineering Raises $50M Series B at $750M for Agentic Hardware Engineering](https://timesof.ai/2026/09/flow-engineering-series-b-750m) — Flow Engineering raises $50M Series B at $750M, co-led by Valor and Atreides with Sequoia; agentic hardware systems engineering for Rivian, Anduril, Joby.