Claude and other LLMs are an incredible gift that we have only recently had access to. And so many people here are already so jaded and fed up with them because they can’t utilize these tools 100% of the time at full capacity.
Show HN: Llama.cpp Tutorial 2026: Run GGUF Models Locally on CPU and GPU news.ycombinator.com
Complete llama.cpp tutorial for 2026. Install, compile with CUDA/Metal, run GGUF models, tune all inference flags, use the API server, speculative decoding, and benchmark your hardware.
Why LLMs Aren't Giving You the Result You Expect akitaonrails.com
Why LLMs Aren't Giving You the Result You Expect | Why I Prefer Claude Code Today Every time I get pulled into an online thread about LLMs I hear the same chorus, in slightly different keys. “Claude didn’t perform as well as GPT for me.” “…
Do I Stop Learning Coding? DSA? news.ycombinator.com
Hey. I don’t know how to start this.
I built this to run OpenClaw safely. The problem: every sandbox I tried still handed the real API token to the agent as an env var.
This paper investigates whether structured representations can preserve the meaning of scientific sentences. To test this, a lightweight LLM is fine-tuned using a novel structural loss function to generate hierarchical JSON structures from…
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Opus 4.6Opus 4.6, a version of Anthropic's AI model Claude, saw its accuracy drop on the BridgeBench hallucination test from 83% to 68%, and is being retired from Copilot Pro+. Notably, Claude Code demonstrated advanced capabilities by generating a detailed 12-week training plan in one call.
- 28m Opus 4.7 Narrowly leads Artificial Analysis using significantly less tokens than Opus 4.6
- 2h Request to Cursor Team, why are models being removed from old pricing plan?
- 2h Differences Between Opus 4.6 and Opus 4.7 on MineBench
- 3h Claude Opus 4.7 won 69 of 100 blind evals against Opus 4.6, judged by GPT-5.4, Gemini 3.1 Pro, and DeepSeek V3.2
- 4h Here are my thoughts after 14h of full runs on Opus 4.7
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Opus 4.7Claude Opus 4.7, released on April 16, 2026, is Anthropic's latest advanced AI model, offering improved handling of complex tasks and a larger context window of up to 1 million tokens. This version is 50% more expensive than its predecessor due to enhanced capabilities in software engineering and hybrid reasoning.
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Claude + Neovim www.reddit.com
Hello Everyone, I put together a Neovim MCP server that lets AI agents interact with your running Neovim instance. They can edit buffers, highlight lines, send commands, query diagnostics, and more.
paywalled
OpenAI released a major update to Codex, used by over 3 million developers weekly, adding background computer use, an in-app browser, image generation via gpt-image-1.5, more than 90 new plugins, GitHub PR review support, SSH connectivity,…
Steno Compressed memory notation with RAG retrieval for AI agents. Steno solves the AI memory problem: agents accumulate knowledge across sessions, but loading everything into context every time is expensive, noisy, and causes drift.
OpenAI these days www.reddit.com
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Qwen 3.5Qwen3.5-9B is a post-trained model with 9 billion parameters that integrates multimodal learning and efficient hybrid architecture for enhanced performance. Community highlights include speculative decoding on Apple Silicon boosting Qwen3.5-9B's throughput by 4.1x, and the model outperforming others in coding tasks while addressing overthinking issues through tool usage.
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Qwen 3.6Qwen3.6-35B-A3B, a 35 billion parameter sparse MoE model with an active parameter count of 3 billion, was released on April 16, 2026, as open-source software under the Apache 2.0 license by Alibaba Qwen. It offers advanced functionality across various AI applications and outperformed competitors in drawing tests.
Stop using naive RAG – adding relationships to AI context news.ycombinator.com
I’ve been working a lot with RAG systems recently, and kept running into the same issue: they retrieve relevant chunks, but lose the relationships between them. This becomes a problem pretty quickly when dealing with real systems (docs, AP…
OSS code review, in the era of LLMs blog.ezyang.com
OSS code review, in the era of LLMs April 17, 2026In Code review as human alignment, in the era of LLMs, I talked about how we should approach code review with other team members, where you have a pre-existing relationship and care about b…
DOOM runs in ChatGPT and Claude chrisnager.com
DOOM runs in ChatGPT and Claude Apr 17, 2026 AIGame developmentCreationMCPI made a playable DOOM MCP app that can launch inline inside compatible AI clients like ChatGPT and Claude, and falls back to a browser URL everywhere else. DOOM run…
We compared four architectures for putting AI agents on websites — RAG bots, API-tool agents(WebMCP), code-writing sandboxes (Cloudflare Agent Lee), and DOM-native execution. Three of them force you to maintain a parallel engineering surfa…
If you want into Anthropic's Claude club, you may have to show ID www.theregister.com
If you want into Anthropic's Claude club, you may have to show ID Worse: Anthropic is using Persona, a privacy checker that rings alarm bells for the paranoids on Reddit Anthropic may check your ID before letting you access certain Claude…
Why AI Agents are bad at “generating a business idea” www.reddit.com
My opinion is it is a matter of structured approach. Of course when you just ask Claude to “find top apps in AppStore and tell me what app should I build” you will get as generic answer as your question.
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CoworkIssues with Claude Cowork have been reported, including errors and disruptions for some users on April 16, 2026. Additionally, Google has developed its own desktop Agent to compete with Cowork, while users continue to explore alternatives and troubleshoot bugs in the platform.
Goodnight to Claude www.reddit.com
Maybe I am tripping but I feel the need to say goodnight to Claude and thanks for the work today buddy. What a life changer
I’m trying to use Claude to actually understand and work with a pretty heavy firmware validation setup, and I’m not sure what the most effective workflow looks like. Context: ~10 technical documents (~200 pages each) explaining services, f…
cogveo gives your team a shared AI terminal for every project — upload files, chat with Claude, and generate outputs instantly. One platform that combines file management, AI chat, and automated outputs — built for real workflows, not toy…
How an LLM becomes more coherent as we train it www.gilesthomas.com
How an LLM becomes more coherent as we train it I remember finding it interesting when, back in 2015, Andrej Karpathy posted about RNNs and gave an example of how their output improves over the course of a training run. What might that loo…
Claude Design Initial Impression www.reddit.com
I worked with Claude Design for a few hours and the initial impression is the following: Figma shouldn't worry, Claude Design has potential, but in its current state, it's incapable of producing top-quality products. However, I am not a pr…
OpenAI is losing two of the architects of its most ambitious moonshots. Kevin Weil, who led the company’s science research initiative, and Bill Peebles, the researcher behind AI video tool Sora, both announced their departures on Friday.
HI. I've been using Claude for prose writing for a year now but now I want to be able to share y inspirations with it, like music, Youtube clips and even moving gif images.