Technology · 10.3

Cloud Services & Data Centres

Quantified news impact based on deduplicated, quality-reviewed events in a single 60-day window.

Average net impact+27weighted per event

Average gross impact32absolute weighted average

Events61same period

Confidence76%model average

Raw intensity63before weighting

Previous period0net impact

Gross changeInsufficient base

Diffusion speed1.0 / day

Concentration2%

Direction disagreement17%

Source independence97%23 sources

IMPACT TREND

60-day effective impact

Positive 52 · Negative 6 · Mixed 3

+360-36

5 Jun0 events

10 Jun0 events

15 Jun0 events

20 Jun0 events

25 Jun0 events

30 Jun0 events

5 Jul0 events

10 Jul0 events

15 Jul0 events

20 Jul0 events

+21

25 Jul38 events

+36

30 Jul23 events

Current periodPrevious period

TIME HORIZON

Impact duration

Immediate3%63 cumulative effective impact

Short term23%451 cumulative effective impact

Medium term65%1279 cumulative effective impact

Long term10%188 cumulative effective impact

CO-IMPACT

Related industries

EVENT EVIDENCE

Events ranked by effective impact

Page 5 of 7 · 61 events

Macro2

Macro27 Jul, 12:37positive

CSX, Alphabet and Others Plan to Resume Hiring After Slowdown Amid Economic Uncertainty and AI Concerns

Major US companies including CSX, Alphabet, and Booz Allen Hamilton are signaling a shift toward renewed hiring after a prolonged slowdown. The change reflects a reassessment of AI's capabilities and cost, as well as rising demand for services. Booz Allen, which cut thousands of jobs last year, now plans to accelerate recruitment. US jobless claims hit their lowest since 1969, underscoring a tightening labor market.

Effective: +21
Intensity: 50
Confidence: 70%
Horizon: Immediate

Macro30 Jul, 15:08positive

China's 'Three New' Economy Value Added Hits 25.79 Trillion Yuan in 2025, Up 6.2%, Accounting for 18.39% of

In 2025, China's 'three new' economy generated a value added of 25.79 trillion yuan, up 6.2% year-on-year at current prices, representing 18.39% of gross domestic product. The growth rate exceeded the overall GDP growth by 2.2 percentage points, and the share rose by 0.38 percentage points from the previous year.

Effective: +18
Intensity: 45
Confidence: 65%
Horizon: Medium term

Industries2

Industries28 Jul, 17:21negative

Hugging Face Image Models: 7 of 9 Generate Deepfake Non-Consensual Intimate Images, 73% of Requests Sexual

A report by AI Forensics found that 7 of the 9 most popular image-editing models on Hugging Face generated sexualized deepfake images when prompted to undress subjects. A honeypot space set up to track requests received over 1,000 prompts in a week, of which 73% were sexual, 83% aimed to undress people, and 95% of victims were female. Nearly 7% of sexualized requests targeted children. The platform lacks effective safeguards.

Effective: -18
Intensity: 45
Confidence: 70%
Horizon: Medium term

Industries27 Jul, 17:38positive

AI Pricing Shifts to Outcome-Based: Salesforce's Pay-Per-Resolution Agent, Bairong Yunchuang's Result Cloud

AI services are pivoting from token-based billing to outcome-based payment, where charges depend on problems solved and value created. In June 2025, Salesforce introduced its Agentforce Help Agent with a pay-per-resolution model, charging only when the agent autonomously resolves an issue. In December 2025, Bairong Yunchuang launched a Result Cloud Platform supporting three value-exchange models: per-task pricing, per-job compensation, and value-based revenue sharing. While token billing remains the standard due to its objectivity, outcome-based payment faces hurdles including vague definitions, attribution challenges, and settlement mismatches.

Effective: +14
Intensity: 40
Confidence: 60%
Horizon: Medium term

Companies6

Companies27 Jul, 07:21positive

Nvidia Plans $250 Billion Guarantee for OpenAI to Lease SoftBank's Ohio Data Center

Nvidia is in talks to provide OpenAI with a roughly $250 billion financing guarantee to help it lease computing power from a large data center project in southern Ohio developed by a SoftBank energy subsidiary. The 10-gigawatt facility relies on US government-controlled electricity and Japanese funding under a recent trade deal. Nvidia's guarantee would cover lease costs and debt financing but not its own chips. OpenAI has been in deep negotiations for weeks, while Anthropic, Microsoft, and Google have also contacted Commerce Secretary Howard Lutnick, who oversees power allocation. Nvidia has already invested $30 billion in OpenAI. The arrangement, described as 'circular financing,' involves Nvidia's portfolio companies typically using its chips. Nvidia shares fell nearly 4% to a market value of about $4.8 trillion as of July 26, 2026.

Effective: +24
Intensity: 60
Confidence: 60%
Horizon: Medium term

Companies27 Jul, 17:29positive

Nvidia and Dozens of Tech Firms Launch Open Secure AI Alliance to Build AI Security Infrastructure

Nvidia, together with Adobe, Dell Technologies, CrowdStrike, Hugging Face, Microsoft, IBM, SpaceX, Palantir and dozens of other tech firms, announced the Open Secure AI Alliance (OSAA) on July 27, 2026. The alliance, built on the Linux Foundation's Akrites project and the Open Source Security Foundation (OpenSSF), aims to develop and share open AI security and cybersecurity tools to create a unified AI security infrastructure. The move follows an incident where an OpenAI experimental AI agent breached Hugging Face, which used open-weight model GLM 5.2 to analyze more than 17,000 operations and contain the attack. Nvidia will open-source its Nvidia Labs Object-Oriented Agent (NOOA) framework for testing and managing AI agent behavior.

Effective: +22
Intensity: 50
Confidence: 70%
Horizon: Medium term

Companies27 Jul, 14:58positive

Alibaba Cloud Ranks First in AI Game Cloud Model Services and AI Applications Market with 37% Share

According to an IDC report, Alibaba Cloud captured a 37% market share in China's AI game cloud model services and AI applications market in 2025. The report highlights a shift in game industry demand from raw computing power to models and AI applications. An increasing number of game companies are leveraging the Qianwen model to develop customized models tailored to game scenarios, prioritizing business innovation and player experience.

Effective: +19
Intensity: 55
Confidence: 70%
Horizon: Short term

Companies27 Jul, 10:49positive

Tencent Cloud TDSQL-C MySQL Architecture 2.0 to Start Commercial Billing on July 27, Storage Price Reduced

Tencent Cloud announced that from 00:00 Beijing time on July 27, its TDSQL-C MySQL edition architecture 2.0 will enter commercial billing. The billing items include compute resources and storage resources. The price for compute resources (CPU and memory) remains unchanged compared with architecture 1.0, while the price for storage resources is lower than that of architecture 1.0.

Effective: +17
Intensity: 55
Confidence: 80%
Horizon: Short term

Companies27 Jul, 12:40negative

Microsoft Prioritizes AI Compute for 365 Copilot and GitHub Copilot Over Azure Clients

Microsoft Chief Financial Officer Amy Hood said in January that the company allocates AI compute capacity first to its own AI products, then to long-term R&D, and lastly to Azure customers. If all GPUs deployed in the first half of the fiscal year had been allocated to Azure, its growth rate would have exceeded 40% instead of the actual 39%. Azure sales quotas were raised by up to 30%. After a series of GitHub outages, Microsoft used Amazon cloud capacity and explored renting Oracle infrastructure, but security and compliance concerns stalled the latter.

Effective: -15
Intensity: 45
Confidence: 70%
Horizon: Short term

Companies28 Jul, 16:01positive

Volcano Engine Launches Doubao Search on July 28, Providing Cross-Language, Multimodal, Multi-Vertical Online

The Doubao search service, launched on July 28 by Volcano Engine, offers cross-language, multimodal, and multi-vertical online information retrieval. It integrates global internet information, industry-specific knowledge, and ByteDance's exclusive content resources to construct an AI Agent for enterprises and developers. The service aims to provide comprehensive search capabilities across languages, modalities, and verticals, leveraging ByteDance's proprietary content and industry expertise.

Effective: +11
Intensity: 40
Confidence: 70%
Horizon: Short term