The Chinese Academy of Sciences (CAS ICT) has introduced the ZhiJing social intelligence system, which incorporates the Zing model and the SoMBench evaluation benchmark. This development aims to address the issue of artificial intelligence's inability to comprehend social context, emotions, and unspoken signals.
Unlike models such as GPT-5.5, which demonstrate high performance in professional writing, or DeepSeek in coding, AI often produces awkward responses in social situations. ZhiJing treats social cognition as an independent engineering problem.
The first component of the system is SoMBench, which serves as a standard for evaluating social intelligence. It decomposes the abstract concept of human understanding into three main domains, 17 sub-dimensions, and 71 detailed tasks. These tasks cover relationship modeling, emotion comprehension, societal norms, and belief reasoning. The benchmark contains 3481 meticulously verified examples, utilizing multi-type cross-validation, including multiple-choice, single-choice, judgment, and open-ended questions, as well as option perturbation and label detection methods for precise error identification.
Testing across 20 leading models showed that the strongest model achieved only 72.08% accuracy, with none approaching the 90% threshold, confirming that social intelligence remains an under-researched area. The most complex challenges involve simultaneously reasoning about implicit intentions, emotional shifts, social norms, relational dynamics, and unstated words.
The Zing methodology includes three key innovations. The first is the FLARE data cycle: when weaknesses are identified, FLARE generates new samples targeted at closing this capability gap. The second is two-stage training, which first establishes a general foundation through distillation from multiple teachers and Mixed-Reward GRPO, followed by specialized reinforcement for emotions, intentions, and social norms. The third innovation, On-Policy Distillation (OPD), resolves the classic risk of catastrophic forgetting in reinforcement learning. OPD introduces constraints on teacher token distributions in online trajectories, allowing the training model to explore more efficient paths without deviating from established reasoning patterns. Thus, the framework operates holistically: FLARE determines what needs to be learned, two-stage training determines when to do it, and OPD determines who to learn from and what not to forget.
The Zing-27B model demonstrated a composite score across five benchmarks at 79.80%, surpassing GPT-5.5, which scored 78.44%. Zing-27B shows advantages in tracking recursive beliefs (HiToM) (4.08 percentage points higher) and EmoBench (5.62 percentage points higher). It is the first model under 100 billion parameters to outperform GPT-5.5 in the HiToM task, thereby asserting social intelligence as a distinct engineering discipline.
Cape Winelands Airport, a former military airfield outside Durbanville slated for reconstruction with initial investments up to 10 billion rand, is being positioned as more than just a new passenger hub for Cape Town.
Airport developers and partner Stellenbosch University have presented plans to create an 'Aviation Village' for aerospace and aviation companies, a dedicated drone corridor, an expanded satellite engineering center, and a complex of new aviation qualifications. Several companies have already signed letters of intent to locate their facilities in this Aviation Village.
Previously known as Phisantecraal Airfield, the airport was built in 1943 as a South African Air Force base for Lockheed Ventura bombers and is currently used for general aviation and flight training.
The consortium RSA Aero, the project owner, plans to construct a new terminal, runway infrastructure, and 450 hectares of developable land. The airport director is Dion Kloete, who previously served as CEO of Cape Town International Airport. Strategic partnerships with WBHO Construction and Growthpoint Properties were announced at the end of 2025, and in March, architects Boogertman + Partners were appointed as design leads alongside airport specialist amd.sigma from Berlin, a subsidiary of Munich Airport International.
Despite all the plans, nothing has been implemented yet. The area remains an active airfield for general aviation, surrounded by agricultural land; the first site preparation work is expected only in the last quarter of 2026, with commissioning planned for the end of 2028.
Environmental approval was granted on October 27, 2025, following six appeals—one was withdrawn, and the remaining five were rejected by the Western Cape Minister of Environment, Anton Bredell, at the end of May. However, zoning approved by the Cape Town municipal tribunal is undergoing a separate appeal, and the airfield licensing still needs to be obtained. The project has been recognized as a 'strategic integrated project' by Infrastructure South Africa, obligating all government bodies to prioritize its approvals, licenses, and permits.
The technological aspirations became evident in early July when the airport and Stellenbosch University announced a cooperation agreement covering 'smart' and 'green' development, including research in space and aviation. Professor Corne Schutte, Vice-Dean of the Faculty of Engineering at Stellenbosch University for Research and Industry Liaison, noted that one must be frank: 'it is more of an intention than a prospectus.'
Company representative Deidre Davies stated that the goal of creating the Aviation Village near the airport is to strengthen the sector. She added that an Aviation Village Working Group has been formed, comprising representatives from academia, local and international private sectors, government, and the community. Although details of the companies that have signed intentions are not yet disclosed, Davies confirmed their existence.
The university confirmed that the vision of the airport as an aerospace center is accurate, referencing a heritage that 'runs from South Africa's first satellite through the local satellite engineering industry that originated at the university.' According to Wesgro, in 2024, the Western Cape accounted for over 55% of South Africa's space navigation systems exports and nearly 94% of spacecraft and launch vehicle exports to markets including the USA, UK, Japan, France, and Thailand. The agency names the Somerset West–Stellenbosch corridor a key node in Africa's space economy.
The university provided a striking figure: its faculty of engineering 'currently has 226 people employed in its space-related spin-off companies, with a combined turnover exceeding 205 million rand.' The program in question is the Electronic Systems Laboratory, founded in 1991. From it emerged Sunsat, South Africa's first satellite, which was designed and assembled almost entirely by postgraduate engineers and launched on a Delta II rocket from Vandenberg, California, in February 1999.
SunSpace and Information Systems were spun out from the laboratory in 2000 and later built SumbandilaSat with the university, launched in 2009 and used for disaster monitoring, including fire suppression campaigns in Kruger National Park. The company CubeSpace, which spun out of the same laboratory under the leadership of Professor Herman Steyn, deals with attitude determination and control systems that 'are now used on hundreds of satellites for clients in over 30 countries and are NASA-approved.'
The cooperation agreement includes a modernized centre of excellence at Stellenbosch University. Professor Schutte emphasized that 'this is not starting from scratch'; opportunities existed for over 30 years, and the question is how to develop them further.
Planned research is divided into three interconnected areas: first, satellite technology itself (compact optical payloads, imaging sensors, radiation-hardened onboard electronics); second, mission engineering (integrating these technologies into complete missions for crop monitoring or disaster response); and third, autonomy and situational awareness in space (self-deciding satellites and space debris tracking).
Regarding rockets and launches, such as from the Denel Overberg test range in the Southern Cape, the university directed questions about the rocket development and testing program to the University of KwaZulu-Natal Aerospace Systems Research Institute (ASRI). However, it confirmed that both capabilities interact, stating that it 'is actively engaging with ASRI to understand how their work and our own satellite activities can align.'
Deidre Davies reported that the airport also plans a drone corridor. She noted that the integration of manned and unmanned aviation will become necessary as the industry develops, and the airport wants to play a leading role in this. The corridor will integrate with the Western Cape drone strategy, allowing systems to be tested in real conditions alongside existing aviation.
The airport is also committed to being 'green' from the outset, concerning construction, energy supply, and operation. Renewable energy sources will include solar panels and biodigesters, as well as on-site water harvesting and wastewater treatment. The architects aim to make it one of the most environmentally friendly airports in the world.
For Stellenbosch University, the educational component is the core of the partnership, as this is where the airport ceases to be merely infrastructure and begins to produce people. The learning structure is designed as a 'ladder, not a single qualification': ranging from short courses and micro-credentials to structured master's degrees with a research project. Proposed programs include air and airport management, aerospace systems, aviation and logistics, unmanned aerial vehicles, and sustainable aviation.
The area will also include an 'Agri-zone,' which will not be purely commercial or industrial. The plan involves developing 'integrated, clean, and healthy spaces,' including staff accommodation. This zone focuses on research and development to improve crop yields and crop rotation.
The Xbox technology director, Scott Van Vliet, classified an outage lasting about 20 hours in Xbox services as 'unacceptable.' The incident occurred on Monday, July 27th, and was caused by an external licensing service that impacted several platform functionalities.
Due to this failure, many players faced difficulties logging into their accounts, accessing their game libraries, and even playing titles already installed on consoles. Van Vliet detailed that the persistence of the problem for almost a full day was the factor leading to its classification as an 'unacceptable situation,' given that short instabilities are considered tolerable.
According to the executive, the origin of the problem lay in an external licensing service, essential to the Xbox ecosystem, which also harmed company partners dependent on that same service. The issue was detected early on Monday through an automated monitoring system. The Xbox team responded by redirecting traffic to the parts of the system that were still operational while investigating the cause.
This mitigation attempt resulted in the irregular return of the service in different regions, which explains why users perceived the restoration at different times. Regarding future actions, Van Vliet stated that comprehensive post-incident analyses are being conducted. He emphasized that his focus is not just on the root cause, but on understanding why a failure in one service generated such instability and why recovery took so long.
The promised improvements include strengthening critical dependencies for login and game startup, enhancing methods for detecting and controlling this type of failure, and increasing transparency with users during issues. When questioned about the licensing system, Van Vliet clarified that it is a Microsoft service itself, shared across various company products. In response to a user comment on X, he reinforced that ideal systems must have resilient solutions for dependency failures, concluding that 'this is where we will improve.'
Hundreds of dialogues generated by users of Claude, the artificial intelligence chatbot developed by Anthropic, became accessible to the public after being found in search engines. This discovery exposed interactions containing personal and professional data, raising important questions about privacy limits when using AI tools.
According to the BBC, the exposure occurred because the users themselves chose to share the links to their Claude conversations. These subsequent addresses were indexed by search engines, such as Google, allowing third parties to find the content. Although the option to locate this material was disabled over the weekend, some of the links had already been saved and distributed on the internet.
An Anthropic spokesperson clarified that the decision to disclose a conversation remains with the user. She detailed that the links in question were not easily detectable or predictable unless there was a voluntary sharing action by the individuals. The company emphasized that by making an interaction public, the individual authorizes external services, analogous to other web content, to access and archive that material.
The initial identification of these dialogues was made by Reddit users, who located over 200 conversations spread across at least 25 pages of search results. The examples of chatbot usage were varied, ranging from creating original texts about cloud security to discussions related to corporate projects.
Furthermore, cases were found of assistance in drafting resumes containing personal data and confidential research related to the workplace, including the healthcare sector. One notable record showed a user asking Claude for help to transform into the Nine-Tailed Fox, and the chatbot responded by generating an AI image and stating that the user had obtained 'fully functional fox powers!'
This incident with Anthropic is not isolated in the scenario of conversation exposure on AI platforms. The BBC mentioned that OpenAI has faced a similar situation with public records of ChatGPT, which led to a modification in how such content is accessed. Grok, the chatbot of the X platform, also had hundreds of thousands of records made publicly available through online searches.
A Google representative informed the BBC that the company does not determine which pages remain public on the internet, as this prerogative belongs to the websites themselves. However, the company provides tools that allow pages to prevent being tracked or indexed. With the removal of Claude's records from search results, it is expected that Anthropic has used the available mechanisms to block these links. The occurrence underscores the need for caution when sharing information, as a conversation generated in an AI tool can quickly leave the private sphere if shared publicly.
