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Academa uses LLMs to generate editable STEM lecture videos from code

Academa is a new project that treats lecture videos like software: instructors describe what a teacher says and draws using a code-like script, which a compiler then renders into a video with text-to-speech narration and generated graphics. Because the lecture exists as editable source rather than a finished video file, mistakes can be patched and new versions shipped, much like updating a codebase. The team is now applying large language models to this text-based format, aiming to let AI generate or refine entire STEM lectures automatically.

Apple details fixes for iPhone Unavailable lockout error

Apple has outlined several methods for users locked out of their iPhones after too many failed passcode attempts. Depending on the iOS version and available hardware, users can revert to a previous passcode, erase and reset the device using Find My and their Apple Account credentials, or connect the phone to a computer for a full reset via iCloud backup.

AI gateways alone can't stop drift, data leaks, or memory poisoning in agents

Security researchers warn that enterprises deploying AI agents are prioritizing gateway controls before establishing the identity and attribution systems those gateways depend on. A real-world example cited is a LiteLLM flaw added to CISA's Known Exploited Vulnerabilities catalog in June, which let attackers run commands on the host without credentials, one of seven vulnerabilities found in that gateway in a single month. Analysts argue gateways should be the fifth layer of defense, not the first, since without knowing which agent is acting and why, enforcement systems can't tell legitimate actions from technically permitted but inappropriate ones.

Apple lets AirPods users customize press-and-hold Listening Mode controls

Apple's AirPods 4 and AirPods Pro allow users to switch between Active Noise Cancellation and Transparency mode by pressing and holding the earbud stem. This behavior can be customized in the Settings app under Press and Hold AirPods, where users can also add Adaptive mode or turn off noise control entirely, and set which modes cycle through when pressing the stem.

How to turn off unused Apple Intelligence features on iPhone, iPad and Mac

Apple Intelligence shipped enabled by default with iOS 26, running in the background on eligible devices even for people who never use tools like Writing Tools, Image Playground or notification summaries. These features can consume up to 7GB of storage, and users can disable them individually or entirely through Settings without affecting core device functions.

Analysts propose accountability reforms to shield Fed from Trump pressure

Amid escalating political pressure from President Trump on the Federal Reserve, commentators are floating ways to strengthen the central bank's accountability mechanisms as a means of preserving its independence. The proposals aim to balance greater oversight of the Fed's decisions with protecting its ability to set monetary policy free from short-term political interference.

GTA 6's development costs dwarf other AAA game budgets like Cold War and Horizon

Court documents and industry estimates show major games like The Last of Us Part II and Horizon Forbidden West cost over $200 million each, while Call of Duty: Black Ops Cold War topped $700 million across its life cycle. GTA VI, in development for nearly a decade, is expected to surpass all of these figures even before factoring in its eventual online mode.

OpenAI cuts off Cursor's AI model access after SpaceX acquisition

OpenAI said it will stop supplying its AI models to coding startup Cursor, effective Nov. 12, 2026, after SpaceX completed a $60 billion acquisition of Cursor earlier this month. Cursor CEO Michael Truell said OpenAI models handle about 5% of Cursor's user traffic and that talks are underway to resolve the dispute.

TechBBQ 2025: European AI Sector Debates Sovereignty After Anthropic Model Outage

At Copenhagen's TechBBQ conference, founders and investors repeatedly returned to questions of AI sovereignty, spurred by an earlier incident where Anthropic's models Mythos and Fable became unavailable to users outside Europe. Attendees debated whether Europe should build and own its own AI infrastructure rather than depend on U.S. and Chinese providers, with reactions ranging from serious concern to relative indifference.

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