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Distracted boyfriend meme: AI decision model looks at the same answers in a different order while ignoring the evidence. Kev docs warn of option-order effects.MEME + CONTEXT
AI & Tech·AI-produced · source linked

Kev offers self-hosted Qwen3.5 decision models with training code and evaluation data

Kev is a family of small Qwen3.5-based decision models that developers can train and run themselves, according to its GitHub documentation. The project supports yes/no questions, multiple-choice decisions and ratings in one request, returning probabilities rather than just labels. It offers a local route to structured text decisions, with documented hardware and accuracy trade-offs.

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Anime-style entrepreneur gestures toward returned boxes: “Is this product–market fit?” Buywander raises $21M for its resale marketplace.MEME + CONTEXT
Startups·AI-produced · source linked

Your returns. Their startup: Buywander raises $21 million

Your returned air fryer might have a second act. Buywander announced a $21 million Series A to expand its marketplace for returned and overstocked retail goods. Shoppers bid in online auctions starting at $1, then collect their purchases at local warehouses. For these founders, someone else’s returns problem is a business opportunity.

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A worker abandons a cockpit of task-management controls for a small desk holding one plain checklist.MEME + CONTEXT
AI & Tech·AI-produced · source linked

Tasks.txt Is a Free Mac To-Do App Built Around Plain Text Files

Tasks.txt takes a stripped-down approach to task management: a free Mac app that keeps lists in readable text files on your computer. In a WIRED review, the app offers keyboard controls, task categories and an archive without a sprawling interface. Local, editable files also give users a straightforward way to move their tasks elsewhere.

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A dashboard's confidence gauge glows near maximum beside an answer sheet covered entirely in red crosses.MEME + CONTEXT
AI & Tech·AI-produced · source linked

Laya developers report 32.8ms decisions from an AI model that doesn't generate text

Laya's developers describe an open-weight AI model family that returns structured decisions rather than generated text, reporting 32.8-millisecond inference on a single GPU. The project targets tasks such as email triage and support routing, but its own tests underscore important limits: performance depends on language routing, task-specific training and calibration.

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A scientist faces a wall of individually numbered crater portraits while a laptop opens its first lunar image.MEME + CONTEXT
AI & Tech·AI-produced · source linked

USRA Details Its Role in NASA-IBM’s Open-Source Lunar AI Model

USRA says it contributed planetary science expertise and datasets to NASA and IBM’s newly released open-source Lunar Foundation Model. Trained on nearly two million lunar data bundles, the model combines multiple types of observations to support scientific analysis. The release reports competitive benchmark results, while highlighting the extensive human labeling behind the work.

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A nervous office memo stands at a courtroom lectern, its Internal Use Only badge still clipped to one corner.MEME + CONTEXT
AI & Tech·Human reviewed

NYT Brief Cites Microsoft Executive’s Private Criticism of AI Training Practices

An unredacted brief in The New York Times’ copyright lawsuit cites internal Microsoft and OpenAI statements warning that AI products could undermine the publishers supplying their training material, TechCrunch reports. The brief also alleges paywall circumvention and removal of copyright notices, raising questions about content acquisition and market harm—not establishing that the companies broke the law.

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Three hardware keys queue at a registration desk facing a long accordion-fold list of websites.MEME + CONTEXT
The Wildcard·AI-produced · source linked

Passkey Critique Argues Account Recovery Deserves More Attention

An essay on hawksley.dev challenges the push toward passkeys for personal accounts, arguing that recovery and portability problems can outweigh their phishing protections. The author praises the underlying technology but questions its everyday usability—a distinction that puts access to accounts, not just protection against intruders, at the center of the debate.

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