Alice locks in $140M to harden AI security, Tencent’s Hy4 preview drops with 770B MoE power, and Andreessen Horowitz commits $1.1B to chip‑heavy infrastructure bets that rewrite the AI hardware map. Sunrise doubles its valuation on surging AI chip demand. Scroll down to catch the signals that matter.

🔒 Alice banks $140M to stress‑test and secure AI models

Alice, the AI trust and safety company formerly known as ActiveFence, has raised a $140 million round led by Apax Digital Funds, lifting total funding to $280 million. The company will deepen its platform for testing, defending, and monitoring AI models and expand its Rabbit Hole dataset, staffed by over 150 researchers studying adversarial attacks and failure modes.

Expect more rigorous red‑teaming and compliance tooling as AI security becomes a funded discipline, not an afterthought.

🤖 Instinct’s $250M Series B pushes AI assistants toward mass‑market adoption

AI assistant startup Instinct is raising a $250 million Series B that values the company at $2.5 billion, according to reporting citing founder Noah Shinn. The San Francisco firm is beta‑testing an AI assistant product, with Index Ventures and Benchmark among the lead backers. The round tops this week’s AI funding leaderboard, signaling investor conviction in assistant‑style interfaces.

Watch for aggressive hiring, product iteration, and a race to own the default “AI companion” slot on users’ devices.

🧠 Tencent’s Hy4 preview unleashes a 770B‑parameter open MoE workhorse

Tencent’s Hy4 preview arrives as a 770B‑parameter Mixture‑of‑Experts model that activates 49B parameters per token and reads more than a million tokens of context. The Apache‑2.0‑licensed system targets productivity tasks like coding, office work, and scientific research, with advanced routing, sparse attention, and speculative decoding features built in.

Hy4 raises the bar for open, long‑context productivity models and pressures rivals to match enterprise‑friendly licensing.

🏗️ Grainger buys AWM to wire AI into industrial inventory operations

Industrial distributor W.W. Grainger has agreed to acquire Adroit Worldwide Media (AWM), a specialist in AI‑powered tracking and access control, in a $210 million cash deal. The acquisition brings AWM’s technology, talent, and IP into Grainger’s inventory management operations, aiming to modernize job‑site monitoring and on‑premise supply visibility for customers.

Expect AI‑driven computer vision and real‑time analytics to become standard infrastructure across industrial inventory and job‑site management.

🧾 Owner raises $240M to arm local businesses with AI‑native tooling

Local business platform Owner has secured $240 million in new funding, led by Growth Equity at Goldman Sachs Alternatives, pushing its valuation to $2.3 billion. The company aims to deliver AI tools to millions of local businesses—starting with restaurants—so they can compete with large chains on operations, marketing, and customer experience.

AI‑native platforms are moving down‑market, turning small businesses into software‑driven operators instead of leaving them stranded on legacy workflows.

💼 Andreessen Horowitz commits $1.1B to the “Machine Age” AI infrastructure stack

Andreessen Horowitz has raised $1.1 billion for the Machine Age Fund, a new AI infrastructure vehicle targeting chips, memory, networking, and storage. The fund also plans to invest in data centers, robotics, and home appliances, betting on the physical backbone required to power AI workloads worldwide as demand accelerates.

Capital is rushing into hard infrastructure, signaling a long, capital‑intensive cycle for compute, data‑center build‑out, and AI‑native robotics.

🌐 Yotta Data Services plans up to $900M AI‑driven India IPO

Indian data centre operator Yotta Data Services is preparing an IPO that could raise $400–900 million, fueled by surging demand for AI computing capacity. Backed by the Hiranandani Group, Yotta is in talks with banks and could target a valuation of up to $6 billion, though size and timing may shift.

AI compute demand is reshaping regional capital markets as data‑center operators become frontline beneficiaries of the infrastructure boom.

☁️ ESDS secures ₹216 crore from anchors ahead of ₹720‑crore cloud IPO

AI‑enabled cloud and data‑centre provider ESDS Software Solution has raised ₹216 crore from anchor investors ahead of its ₹720‑crore IPO. The company allotted over 50 lakh shares at ₹429 apiece to mutual funds and institutional investors, underscoring appetite for managed services and AI‑ready infrastructure in India’s cloud market.

Institutional anchors are signaling confidence that AI‑driven cloud and data‑centre businesses will capture a growing share of enterprise IT spending.

📊 KPMG finds AI and ML dominating Singapore’s fintech deal flow

KPMG’s Pulse of Fintech H1 2026 report shows Singapore fintech investment moderating but concentrating into fewer, larger deals. AI and machine learning dominate deal volume and value across 18 transactions, as investors favor mature models with clear commercialization paths rather than broad experimentation.

Fintech capital is rotating toward AI‑centric plays, rewarding proven AI models that enhance risk, fraud, and customer analytics.

🔋 Sunrise raises 2B yuan and nearly doubles valuation on AI chip demand

Chinese AI chipmaker Sunrise has raised 2 billion yuan in fresh funding, lifting its valuation to about 20 billion yuan as AI computing demand climbs. The capital positions Sunrise to scale production and compete more aggressively in the crowded AI accelerator space, where domestic supply is strategically important amid global chip tensions.

Rising valuations for AI chipmakers highlight intense competition to supply the compute backbone for next‑generation models and applications.

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