ContentPosts from @biykops..
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@faun shared a link, 8 months ago
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Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability

LLMs get nullability. The more you train them, the sharper they become. Pythia, with her heftier brain, deciphers nullability faster, thanks to top-notch inference tricks... read more  

Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability
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@faun shared a link, 8 months ago
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OpenAI’s new GPT-4.1 models can process a million tokens and solve coding problems better than ever

OpenAI's new GPT-4.1 family enhances coding abilities at a lower cost, outperforming predecessors and offering up to one million tokens of context processing. The move challenges competitors with more affordable models tailored to diverse enterprise needs... read more  

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Introducing AutoRAG: fully managed Retrieval-Augmented Generation on Cloudflare

AutoRAG in open beta simplifies how developers integrate context-aware AI into their applications by setting up a fully managed Retrieval-Augmented Generation pipeline on Cloudflare. With AutoRAG, developers can efficiently fetch information from their own data sources to improve AI responses using .. read more  

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Microsoft AI CEO: ‘It’s Smarter to Be 6 Months Behind’ — Here’s Why

Microsoftplays it cool with an "off-frontier" AI strategy, sidestepping heavyweights likeOpenAI. It's a cost-cutting, reliability-boosting move. Even with deep pockets sunk intoOpenAI,they're building pint-sized brainiacs with theirPhi project. The grand plan? Stand-alone strength by 2030... read more  

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Start building with Gemini 2.5 Flash

Gemini 2.5 Flashis your quick-thinking friend with an on/off brainstorm switch, juggling the holy trinity: quality, cost, and speed. It tacklesHard Promptslike a pro, only overshadowed by 2.5 Pro... read more  

Start building with Gemini 2.5 Flash
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@faun shared a link, 8 months ago
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Gemini 2.5 Flash with ‘thinking budget’ rolling out to devs, Gemini app

Gemini 2.5 Flashbursts into the scene with a sparkling new feature: a "thinking budget." This lets developers fine-tune token-based reasoning anywhere from 0 to a whopping 24,576, cranking up accuracy without gouging your pockets. Catch it in preview onGoogle AI StudioandVertex AI. The model handles.. read more  

Gemini 2.5 Flash with ‘thinking budget’ rolling out to devs, Gemini app
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@faun shared a link, 8 months ago
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Introducing OpenAI o3 and o4-mini

Creating a degree19odd-power polynomial with a linear coefficient of-19is not your usual algebra homework. Get cozy withT19(x), because factorization demands finesse here. Aim to break it down into at least three stubbornly irreducible pieces. The trick? Jugglingnon-linear factorsto dodge any slip i.. read more  

Introducing OpenAI o3 and o4-mini
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What the heck is MCP and why is everyone talking about it?

Picking the right AI model forGitHub Copilotis like matchmaking. It's about the project's quirks, and balancing razor-sharp accuracy with processing muscle... read more  

What the heck is MCP and why is everyone talking about it?
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@faun shared a link, 8 months ago
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Why are AI companies so bad at naming their models?

GPT-4o, Llama-4, Claude 3.7 Sonnet. Why can’t AI companies come up with compelling model names?.. read more  

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An Intro to DeepSeek's Distributed File System

3FSfrom DeepSeek dazzles with slick tricks, includingCRAQfor ironclad consistency and a cleverChunkEnginebuilt inRust. It sprints through scalable reads, but gets tripped up bywrite latency. InZipfian workloads, that bottleneck might just drive you bananas... read more