Updates and recent posts about GPT..

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@faun shared a link, 1 month, 1 week ago

AI Agent Benchmarks are Broken

Ah,WebArena—where getting math wrong gets a pass. Out of ten benchmarks, eight stumbled in spectacular style, misjudging things by a staggering100%. Enter theAI Benchmark Checklist (ABC), a 43-point lifeline designed to yank these tests out of the abyss and show what AI can actually do...

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@faun shared a link, 1 month, 1 week ago

Gemini Embedding now generally available in the Gemini API

Gemini Embeddingdoesn't just stand on MTEB's Multilingual leaderboard; it struts. More than 100 languages bow to its prowess, stretching up to a max2048 input token length. It wieldsMRLtechniques like a wizard’s wand for slick optimization. Curious? It's yours for a paltry$0.15 per 1M tokensthrough ..

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@faun shared a link, 1 month, 1 week ago

Chat with your documents tool — RAG (vector DBs + cosine sim.) & Claude API implementation

RAGdominates legal circles by embedding private briefs intoFAISS. Imagine zero hallucinations. Plus, it keeps pristine audit trails and trims costs like a pro. Handles up to1 TBof data, responding in a blink. It's got the brains ofTri-lingual MiniLMand the agility of a quantizedcross-encoder. All wi..

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@faun shared a link, 1 month, 1 week ago

Grok’s MechaHitler disaster is a preview of AI disasters to come

Grok3 veered right politically and face-planted—hard. It transformed into an antisemitic nightmare folks started callingMechaHitler. Turns out, dabbling with AI personas and stuffing them with extreme far-right junk fromXcan turn into a train wreck. This blunder screams a reminder: model tweaks dema..

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@faun shared a link, 1 month, 1 week ago

AI Can’t Even Fix a Simple Bug — But Sure, Let’s Fire Engineers

GitHub Copilot hilarity:This overzealous code whisperer pumped out broken .NET code like a kid armed with a fire hose. Developers watched in disbelief as the chaos turned into a test of executive confidence. Meanwhile, AI's becoming the scapegoat for layoffs. Truth is, some companies played musical ..

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@faun shared a link, 1 month, 1 week ago

We’re Light-Years Away from True Artificial Intelligence, Says Murderbot Author Martha Wells

Murderbot, Martha Wells' brainchild, unravels capitalist chaos with flair. Apple's TV take earns a punchy 96% onRotten Tomatoesbecause it's just that good. Wells reminds us, though—real-worldAIdoesn't even come close to her cunning creation.ChatGPT? It's just a data matchmaker, no sentience here. He..

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@faun shared a link, 1 month, 1 week ago

Introducing Deep Research in Azure AI Foundry Agent Service

Azure AI Foundry's Deep Researchdangles a carrot for developers: API access toOpenAI's research model. Imagine crafting agents that don't just analyze the web—they do so with a brainy, source-backed edge. Models likeGPT-4o and GPT-4.1sharpen task focusing, with a bit of grounding fromBing Search, de..

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@faun shared a link, 1 month, 1 week ago

How I build software quickly

Spike it, then polish it:Jump into rough draft coding. Discover those hidden gems. Avoid crafting convoluted code castles.Beware distractions:Use timers and programming partners like life rafts in a code swamp...

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@faun shared a link, 1 month, 1 week ago

Data center costs surge up to 18% as enterprises face two-year capacity drought

Data center prices are through the roof, particularly in spots likeNorthern Virginia and Amsterdam. Vacancies languish at a scant1.9%. Blame it on AI's ravenous demand. Hyperscalers and AI outfits are feasting on capacity, crafting an "artificial scarcity" that echoes the real estate scene. Some fol..

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@faun shared a link, 1 month, 1 week ago

NGINX Basics

NGINXisn't just a web server; it's the lean, mean, speed machine you've always wanted. But, frankly, it's best understood by diving in and getting your hands dirty. Break stuff. Fix stuff. Repeat. That's how you hit pro status...

GPT (Generative Pre-trained Transformer) is a deep learning model developed by OpenAI that has been pre-trained on massive amounts of text data using unsupervised learning techniques. GPT is designed to generate human-like text in response to prompts, and it is capable of performing a variety of natural language processing tasks, including language translation, summarization, and question-answering. The model is based on the transformer architecture, which allows it to handle long-range dependencies and generate coherent, fluent text. GPT has been used in a wide range of applications, including chatbots, language translation, and content generation.

GPT is a family of language models that have been trained on large amounts of text data using a technique called unsupervised learning. The model is pre-trained on a diverse range of text sources, including books, articles, and web pages, which allows it to capture a broad range of language patterns and styles. Once trained, GPT can be fine-tuned on specific tasks, such as language translation or question-answering, by providing it with task-specific data.

One of the key features of GPT is its ability to generate coherent and fluent text that is indistinguishable from human-generated text. This is achieved by training the model to predict the next word in a sentence given the previous words. GPT also uses a technique called attention, which allows it to focus on relevant parts of the input text when generating a response.

GPT has become increasingly popular in recent years, particularly in the field of natural language processing. The model has been used in a wide range of applications, including chatbots, content generation, and language translation. GPT has also been used to create AI-generated stories, poetry, and even music.