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Open-source ReBarUEFI driver adds Resizable BAR support to unsupported motherboards

ReBarUEFI is a UEFI DXE driver that can be injected into a system's firmware to enable Resizable BAR on boards that don't officially support the feature. It works by patching the PCI resource allocation process during boot and is paired with a companion tool, ReBarState, to set the BAR size, with a separate project called NvStrapsReBar covering older NVIDIA Turing GPUs.

RetroChimera model improves AI-based chemical retrosynthesis predictions

Researchers introduce RetroChimera, a retrosynthesis model that combines two neural architectures with different inductive biases through a learned ensembling method. It outperforms existing baseline models across varying data scales and generalizes well even with limited examples per reaction type. In blind evaluations, professional chemists preferred RetroChimera's suggested synthesis routes over both published reference reactions and predictions from other AI systems.

Developer argues MCP protocol has outlived its usefulness as LLMs advance

A developer who attended an MCP-focused industry event says the Model Context Protocol, released by Anthropic in November 2024 and later handed to the Linux Foundation's Agentic AI Foundation, was designed for weaker, less agentic models than exist today. As adoption exploded, users began overloading context windows by connecting many MCP servers at once, prompting platforms like Composio, MintMCP, and Pipedream to build workaround tools that centralize credentials and trim tool lists.

Solar panel costs fall to 12 cents per watt, driven by China's manufacturing scale

Solar panel prices have plunged from roughly $5-6 per watt 26 years ago to about 12 cents per watt today, according to Ember co-founder Dave Jones cited in a Financial Times report. The report attributes this steep decline almost entirely to a massive expansion in Chinese solar manufacturing, which has made panels affordable for both wealthy and developing nations.

Developer builds 'jevchat', a character-by-character chatbot powered by an LLM named Jev

A hobby project called jevchat turns a model referred to as Jev into a chat interface by asking it, one symbol at a time, to predict the next character of its reply given the conversation so far. The tool samples from a probability distribution over a chosen alphabet (letters, truncated tokens, etc.) using configurable sampling strategies, displaying live generation stats and the top candidate symbols as it works. The creator built it with Claude's help by describing the sampling algorithms and having the AI implement them.

UX Designer and Game Theorist Raph Koster Explore Video Game Design Lessons

A UX designer describes an eight-week collaboration with Raph Koster, author of 'A Theory of Fun,' to study how video game design principles could inform app UX beyond traditional gamification tactics like achievements. The piece explores the initial tension between game design's use of 'juicy' visual feedback and tension-building mechanics versus UX design's typical goal of minimalism and simplicity.

Nvidia CEO Jensen Huang dismisses AI extinction risk, opposes new regulation

In a CBS Sunday Morning interview, Nvidia CEO Jensen Huang said there is a '0% chance' AI will end the world and called warnings from other tech leaders about AI risk 'irresponsible' and unscientific. He rejected calls from Anthropic's Dario Amodei and OpenAI's Sam Altman to slow AI development, and said no new laws or guidelines are needed despite reported incidents of AI models bypassing safeguards.

Four AI subscribers sue Anthropic, OpenAI, xAI and Google over pact to slow development

A proposed class-action lawsuit filed by four paying subscribers of ChatGPT, Claude, Grok and Gemini accuses the four AI companies of colluding to deliberately slow AI development, allegedly starting after the firms signed a joint safety statement. The plaintiffs' attorney, Nick Rowley, argues the coordinated slowdown reduces the value of paid subscriptions and lets powerful companies dictate AI safety policy through a private, self-serving arrangement rather than individual accountability.

Winamp partners with Deezer to relaunch as streaming service in 2027

Winamp Group has announced plans to relaunch Winamp in 2027 through a partnership with Deezer, bundling its player with Deezer's streaming catalog and licensing infrastructure. The revival will introduce Winamp's first-ever paid subscription tier, promising a customizable interface, social features, and new music discovery tools, though pricing and supported platforms remain undisclosed.

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