Eliciting Secret Knowledge from Language Models

QCon London 2026 has unveiled its exciting tracks, featuring 15 in-depth sessions focused on crucial topics like AI engineering, resilient architectures, and modern languages. This event is significant as it brings together industry practitioners to share real-world insights and lessons, fostering innovation and collaboration in the tech community.

In a recent podcast, Magdalena Picariello emphasizes a transformative approach to AI development, urging a shift from merely focusing on algorithms and metrics to prioritizing real-world business impact. She advocates for evaluation systems that not only assess accuracy but also highlight tangible value for businesses. This perspective is crucial as it encourages continuous feedback and iterative development, ensuring that AI applications are not just technically sound but also effective in meeting business needs.

In a new video, viewers can learn how to effectively monitor their Google Gemini CLI usage in real-time using OpenTelemetry. This is important because it helps users avoid overspending and provides valuable insights into their productivity, such as how much time is spent waiting for AI responses. This knowledge can be beneficial for both personal budgeting and demonstrating efficiency to supervisors.

The article draws a parallel between the rapid proliferation of SaaS tools and the fast fashion industry, highlighting how new AI tools flood the market daily with promises of efficiency and automation. This trend raises concerns about the lack of innovation and the repetitive nature of these offerings, making it feel like consumers are stuck in a cycle of superficial choices rather than meaningful advancements. It's a reminder for users to be discerning in a crowded marketplace.

In a world where technology is rapidly advancing, distinguishing between real and AI-generated videos is becoming increasingly important. This article outlines six key signs to help you identify deepfakes, ensuring you stay informed and not misled. Understanding these signs is crucial as deepfakes can impact media credibility and personal trust.

The article discusses the mixed reactions to 'Friend,' an AI necklace designed to be a wearable companion. While the concept of having an AI companion sounds appealing, the article suggests that the technology itself may not be the issue, but rather how it is perceived and utilized. This matters because it highlights the challenges and expectations surrounding AI in personal devices, prompting a broader conversation about the role of technology in our lives.

In a recent interview, LexisNexis CEO Sean Fitzpatrick discussed the transformative impact of AI on legal workflows and document drafting. He highlighted how AI can enhance efficiency but also warned of the risks, such as attorneys losing their licenses due to careless use of AI tools. This conversation is crucial as it sheds light on the balance between innovation and responsibility in the legal field, emphasizing the need for proper training and guidelines as technology evolves.

A recent report from Lloyds Bank reveals that over 28 million people in the UK are now using AI technology to manage their finances. This shift towards digital tools for budgeting and saving is significant as it highlights how technology is empowering individuals to take control of their money more effectively. The Consumer Digital Index 2025 shows that AI is not just a trend but a valuable resource for everyday financial management, making it easier for people to seek information and make informed decisions.

QCon London 2026 has unveiled its exciting tracks, featuring 15 in-depth sessions focused on crucial topics like AI engineering, resilient architectures, and modern languages. This event is significant as it brings together industry practitioners to share real-world insights and lessons, fostering innovation and collaboration in the tech community.

A rising star in Chinese literature is making waves in the U.S. as their unique storytelling captures the attention of American readers. This literary sensation, known for their vivid depictions of life in Beijing, is not only expanding their audience but also bridging cultural gaps through their work. The significance of this development lies in the growing appreciation for diverse voices in literature, highlighting the importance of cross-cultural exchange.

In a recent podcast, Magdalena Picariello emphasizes a transformative approach to AI development, urging a shift from merely focusing on algorithms and metrics to prioritizing real-world business impact. She advocates for evaluation systems that not only assess accuracy but also highlight tangible value for businesses. This perspective is crucial as it encourages continuous feedback and iterative development, ensuring that AI applications are not just technically sound but also effective in meeting business needs.

The author shares their journey of transitioning from Python to JavaScript, emphasizing the importance of graphing utilities in their work, especially due to their background in physics. They reflect on how Matplotlib made graphing straightforward in Python and express excitement about finding similar tools in JavaScript. This matters because effective data visualization is crucial for problem-solving and communication in many fields, particularly in science and technology.

Deep learning is making significant strides in digital pathology, enhancing diagnostic accuracy and streamlining workflows. This technology not only improves the speed of analysis but also tackles various challenges related to data and model performance. As healthcare continues to evolve, these advancements are crucial for better patient outcomes and more efficient medical practices.

The development of computer vision (CV) algorithms is becoming increasingly accessible, allowing a wider range of individuals to create and utilize real-world CV solutions. This democratization of technology is significant because it empowers more people to innovate and solve problems at scale, ultimately leading to advancements that can benefit various industries and improve everyday life.