Technology · 10.4

Artificial Intelligence

Quantified news impact based on deduplicated, quality-reviewed events in a single 7-day window.

Average net impact+15weighted per event

Average gross impact18absolute weighted average

Events173same period

Confidence74%model average

Raw intensity62before weighting

Previous period+11net impact

Gross change+64%

Diffusion speed24.7 / day

Concentration1%

Direction disagreement17%

Source independence99%27 sources

IMPACT TREND

7-day effective impact

Positive 137 · Negative 14 · Mixed 22

+490-49

24 Jul, 180 events

+10

25 Jul, 082 events

25 Jul, 222 events

26 Jul, 121 event

+10

27 Jul, 0235 events

+12

27 Jul, 1633 events

28 Jul, 0643 events

+21

28 Jul, 2013 events

+25

29 Jul, 1016 events

+29

30 Jul, 0011 events

+21

30 Jul, 1411 events

+49

31 Jul, 046 events

Current periodPrevious period

TIME HORIZON

Impact duration

Immediate1%38 cumulative effective impact

Short term20%628 cumulative effective impact

Medium term68%2150 cumulative effective impact

Long term11%340 cumulative effective impact

CO-IMPACT

Related industries

EVENT EVIDENCE

Events ranked by effective impact

Page 10 of 17 · 163 events

Macro1

Macro25 Jul, 12:35positive

South Korea Reaches $950 Billion Cooperation Deal with Global Tech Giants

South Korea has entered into cooperation agreements with global technology giants valued at approximately $950 billion. The deals focus on cutting-edge technology fields, representing a major collaboration between the country and leading international tech firms. The initiative aims to strengthen South Korea's position in advanced technology sectors. Further details on specific projects and companies remain undisclosed.

Effective: +14
Intensity: 85
Confidence: 65%
Horizon: Long term

Industries2

Industries29 Jul, 22:19positive

Leapmotor Establishes Huzhou Precision Manufacturing Subsidiary with RMB 210 Million to Expand into Auto Parts

Leapmotor has set up Huzhou Lingsheng Precision Manufacturing Co. , Ltd. with a registered capital of RMB 210 million, covering auto parts, industrial robots, and intelligent robot R&D. The new entity is wholly owned by Leapmotor's subsidiary Zhejiang Lingsheng Power Technology Co. The company did not comment on the move. Leapmotor has been exploring robotics since early 2025, and its chairman recently noted the company's market cap is only 0.5% of Tesla's, despite selling 43% of Tesla's volume. The move reflects broader automotive industry interest in robotics as a growth avenue, though commercialization remains uncertain.

Effective: +15
Intensity: 50
Confidence: 70%
Horizon: Long term

Industries27 Jul, 21:57positive

Qualcomm-Commissioned IDC White Paper on Personal AI Evolution Released

On July 27, at the special event 'The Next Stop of the Terminal Industry in the Agent Era,' the white paper 'From AI Devices to Personal AI: Agent-Driven Terminal Evolution and Industry Restructuring' was officially released. Commissioned by Qualcomm and independently researched by IDC, the white paper systematically reviews and analyzes the current industry status based on industrial and technological evolution trends, and discusses the core features, value potential, and implementation paths of personal AI.

Effective: +14
Intensity: 70
Confidence: 80%
Horizon: Long term

Companies7

Companies27 Jul, 18:02positive

Anthropic Reveals Claude Code Team's Internal Verification Loop with Four Automated Checks

Anthropic on July 22 disclosed the Claude Code team's internal verification loop, which runs four automated checks after code writing: code-review (bug fixing), simplify (redundancy reduction), verify (end-to-end), and design (visual alignment). This shifts the agent workflow from manual review to iterative auto-verification and repair. The team uses these Skills daily, with underlying support from built-in /verify, CLAUDE. md commands, and GitHub Actions. Anthropic also provided guidance on writing custom verification Skills, which can be triggered at four automation levels. The Skill format is becoming an open standard adopted by multiple vendors.

Effective: +15
Intensity: 60
Confidence: 85%
Horizon: Short term

Companies27 Jul, 14:03positive

01.AI Shifts to B2B, Targets Palantir, Li Kaifu Leads Sales, Aims for 2027 Hong Kong IPO

01. AI, founded by Li Kaifu, pivoted from large language models to B2B, benchmarking Palantir. Li serves as the company's top salesperson. In 2025, orders reached 500 million yuan with audited revenue of 250 million yuan. By May 2026, orders exceeded 1.5 billion yuan. The company targets 1.5-2 billion yuan in contracts for 2026 and aims for breakeven. It is pursuing a Pre-IPO round and plans a Hong Kong listing in 2027.

Effective: +15
Intensity: 60
Confidence: 80%
Horizon: Immediate

Companies28 Jul, 11:17positive

Xinhe Semiconductor and Lenovo Launch EDA Agent at DAC 2026, Boosting PCB Efficiency 50% and 80%

At the 2026 Design Automation Conference (DAC), Chinese EDA firm Xinhe Semiconductor and Lenovo Group jointly unveiled an EDA Agent that completes an AI-driven closed loop for PCB R&D from design to simulation verification. The solution has been deployed on Lenovo AI PC motherboard PCB development. The EDA Agent improves automated library creation efficiency by 50% and SERDES full-link optimization simulation efficiency by more than 80%.

Effective: +15
Intensity: 50
Confidence: 80%
Horizon: Medium term

Companies29 Jul, 08:36positive

A-Share Sleep Home Firms See Revenue Rise but Profit Fall in H1 2026; ST Xilinmen, Mlily, Qisheng Tech Hit

In H1 2026, A-share sleep home companies reported revenue growth but profit declines. ST Xilinmen forecast a net loss of 31-40 million yuan, citing exchange losses and strategic investments. Mlily forecast net profit of 0-8 million yuan, down over 93%, and Qisheng Technology forecast net profit of 25.8-34.9 million yuan, down 67-76%, both hit by exchange rate fluctuations. Traditional mattress makers are accelerating the shift to AI sleep services, with Qushui Technology, Mlily, and Mousse entering the AI sleep track.

Effective: +14
Intensity: 50
Confidence: 65%
Horizon: Medium term

Companies28 Jul, 22:45positive

Apple Plans Siri AI Home Hub, New Apple TV and HomePod Mini With Price Hikes

Apple plans three smart-home devices: a home hub with a 7-inch square display and new Siri AI, a faster Apple TV set-top box, and an upgraded HomePod mini. The hub runs a tvOS-based OS with FaceTime, security monitoring, and intercom. Apple raised Apple TV and HomePod mini prices to $199 and $129, respectively. A high-end security camera, J450, is also in development. Siri AI launches this fall with iOS 27.

Effective: +14
Intensity: 50
Confidence: 70%
Horizon: Medium term

Companies28 Jul, 08:15negative

Waymo's Austin Robotaxis Accumulate 83 Parking Tickets Totaling $9,325

Waymo faces parking ticket issues in Austin, Texas. Since entering the market in 2024, its self-driving taxis have received 83 parking tickets totaling $9,325. As of mid-July, $7,433 has been paid, with $1,892 still outstanding. Violations include 64 stops in tow-away zones, 13 unpaid meter parking incidents, and 9 lane-blocking tickets. The highest single ticket was $519 for occupying a disabled parking space. Waymo operates over 300 robotaxis in Austin. The company reviews each ticket and may contest those it believes are erroneous.

Effective: -14
Intensity: 50
Confidence: 90%
Horizon: Short term

Companies28 Jul, 16:36positive

360 Launches Enterprise AI Agent Platform Nano Work on July 28, Offers 100 Million Tokens per Initial User

On July 28, 360 released its new enterprise AI agent work platform, Nano Work, targeting business owners, entrepreneurs, solopreneurs, and employees. The company described the platform as purpose-built for enterprise AI transformation. Founder Zhou Hongyi announced a trial quota of 100 million tokens per initial user, along with professional training and coaching services, to help 1,000 small businesses achieve AI deployment and operational efficiency.

Effective: +13
Intensity: 50
Confidence: 70%
Horizon: Medium term