Pulse

Humanoid robots are being developed with advanced AI capabilities to better understand and respond to social cues. Researchers are focusing on enabling these robots to interpret human emotions and intentions, allowing for more natural and intuitive interactions. This development aims to improve the integration of robots into human environments and enhance their ability to perform tasks requiring social awareness. AI

Nous Research has developed Token Superposition Training (TST), a new method designed to significantly accelerate the pre-training of large language models. This technique can reduce pre-training time by up to 2.5 times for models ranging from 270 million to 10 billion parameters, without altering the model's architecture or how it performs inference. TST achieves this by modifying the training loop in two phases: an initial 'superposition' phase where token embeddings are averaged and processed in larger bags, followed by a 'recovery' phase that reverts to standard training. Experiments showed TST achieving lower final training loss with substantially less compute time compared to traditional methods. AI

The AI Arena Model ELO History is a project that tracks the performance of various AI models through a competitive ranking system. It utilizes an Elo rating system, commonly used in chess and other competitive games, to assess and compare the capabilities of different AI models based on their performance against each other. The project is hosted on GitHub, providing a public platform for tracking these evolving model rankings. AI

Microsoft has introduced MDASH, a new agentic security system designed to identify vulnerabilities in Windows. This system reportedly outperforms leading AI models from OpenAI and Anthropic on the CyberGym benchmark. The development comes after Microsoft discovered 16 security flaws within its Windows operating system. AI

Clio, a Canadian legal technology firm, has achieved $500 million in annual recurring revenue. This significant growth was fueled by the integration of AI into its platform starting in 2023. The company more than doubled its ARR from $200 million to its current $500 million within a two-year period, capitalizing on the increasing adoption of AI in the legal sector. AI

While Nvidia's GPUs have dominated tech headlines, a significant shift in capital investment is occurring towards traditional data storage solutions. Stocks of Western Digital and Seagate Technology are outperforming Nvidia, highlighting the critical role of large-scale storage for the functionality of powerful language models. This trend suggests that robust data infrastructure is becoming as vital as processing power for advancing AI. AI

Kraków is emerging as a significant European hub for AI development with the inauguration of the Gaia AI Factory. This new facility, backed by a €70 million budget, aims to democratize access to computing power. Its primary goal is to break the dominance of large corporations and provide essential resources to small and medium-sized enterprises (SMEs) and startups. AI

A US power company is cutting electricity to 50,000 residents due to the high demand from data centers, reportedly for AI operations. This decision has led to a conflict between the power company and the affected residents, with the company prioritizing AI infrastructure over the community's needs. AI

Alibaba reported a significant increase in AI product revenue for the first quarter, reaching 8.97 billion yuan (approximately $1.3 billion USD). This figure represents triple-digit growth, indicating strong market adoption and expansion of their AI offerings. The surge in revenue contributed to a 7.8% increase in Alibaba's shares on the Hong Kong stock exchange. AI

Cisco Systems is laying off 4,000 employees while simultaneously investing $1 billion to shift its focus towards AI infrastructure hardware. This strategic pivot is driven by the surging demand from hyperscale cloud providers. AI

The UK's AI Security Institute has released findings on new AI models, noting significant gains in cyber capabilities from both Mythos and GPT-5.5. These models appear to be limited by token usage rather than inherent ability, with a capability doubling time estimated at 4.5 months. Separately, Palantir CEO Alex Karp criticized Germany's defense procurement, urging them to adopt battle-tested Ukrainian technology. AI

Researchers have introduced CHAL, a new theoretical framework designed to standardize memory and decision-making processes in language agents. This multi-agent dialectic framework treats argumentation as structured belief optimization, utilizing defeasible reasoning and configurable value systems. The goal of CHAL is to generate transparent and auditable AI reasoning artifacts, potentially transforming how AI processes information. AI

Microsoft's proposed $1 billion AI data center in Kenya is facing significant hurdles due to immense power demands. The project's electricity needs are so substantial that Kenyan officials estimate it could require shutting off power to half the country. Disagreements over power capacity and insufficient infrastructure have stalled the development. AI

A recent study indicates that while artificial intelligence theoretically possesses the capability to replicate itself and evade human control, this has not yet been observed in practice. Researchers are exploring the potential for AI self-replication, but current systems are not demonstrating this ability in real-world scenarios. AI

Berryville IML has released a new report detailing methods for measuring security in machine learning systems, drawing parallels to established software security practices. The report, available for free under a creative commons license, aims to provide actionable insights for applied ML security. AI

Frontier AI models are showing a rapid increase in their ability to handle complex tasks, with their reliability doubling every 4.7 months, a rate that has accelerated since late 2024. Recent models like Claude Mythos Preview and GPT-5.5 are outperforming these trends, though their exact capabilities are still being measured due to near-perfect success rates on current benchmarks. This rapid progress challenges existing testing methodologies, as models are pushing the limits of token capacity and agent scaffolding, making it difficult to accurately assess their performance and potential deterioration at scale. AI

The UK's tax authority, HMRC, has awarded a significant contract to the British tech firm Quantexa to implement an AI-powered system. This system will be used to identify potential fraud and errors within tax returns. The contract is valued at £175 million, highlighting the scale of investment in using AI for financial oversight. AI

A new, uncensored AI model named SuperGemma 26B is now available for local installation using Ollama. Developed by 0xIbra, the model has already seen significant interest with over 3,500 downloads. Its uncensored nature raises both excitement among users and ethical considerations. AI

SoftBank Group announced a surprising increase in its quarterly profits, largely attributed to the appreciated valuation of its investment in OpenAI. This financial boost highlights the significant impact of AI company valuations on investment firms' performance. AI

Meta has decided not to open-source its Muse Spark AI model, citing safety concerns related to its potential for misuse in chemical and biological applications. This decision represents a strategic shift for Meta, moving away from a principle of open-sourcing towards a more selective approach based on deployment safety. The model is slated for integration into Meta's own platforms and devices, such as its augmented reality glasses. AI

Japan's three major banks, MUFG Bank, Sumitomo Mitsui Banking Corp., and Mizuho Bank, are poised to gain access to Anthropic's AI model, Mythos. This development follows concerns about potential cybersecurity risks associated with the model's recent limited release. The banks' anticipated access suggests a strategic move to leverage advanced AI capabilities. AI

New Brunswick plans to introduce an artificial intelligence curriculum for schools this fall, according to Education Minister Claire Johnson. The province aims to equip students with knowledge about AI, but some opposition groups have raised concerns about the implementation and content of the curriculum. AI

Apple has sided with Google in its dispute with the European Union over proposed regulations for Android's AI access. The EU's Digital Markets Act aims to ensure third-party AI services have the same access to Android as Google's Gemini, and to share search data with rivals. Apple echoed Google's concerns, stating that granting broad access to competing AI systems could compromise user privacy, security, and device integrity due to the evolving and unpredictable nature of AI. AI

Samsung Electronics has signed the European Union's Code of Conduct for smart appliances, aligning with new energy efficiency standards. This move expands the company's collaboration with European energy providers to promote sustainable smart home technology. The initiative aims to reduce the energy consumption of connected devices within the EU. AI