🤖 DAILY AI NEWS DIGEST

01@simonw: I am begging @AnthropicAI please add an automated test suite somewhere that ensures Claude Code on the web nev... 2026-07-18𝕏 X (trusted)

197 likes, 3 reposts | I am begging @AnthropicAI please add an automated test suite somewhere that ensures Claude Code on the web never blocks me from cloning or interacting with other public repos from within my existing sessions https://t.co/nzlxOCn12K

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02TensorSharp : Open Source Local LLM Inference Engine - Show and Tell - Hugging Face Forums 2026-07-18🔍 ExaAI

• ▸ TensorSharp is an open source local LLM inference engine supporting Unsloth (GGUF) models like Gemma4, DiffusionGemma, and Qwen3.6 with multi-modal capabilities (image, vision, audio), reasoning, and function tools.
• ▸ It runs on Windows, MacOS, and Linux, fully leveraging GPU acceleration across Nvidia, Apple, AMD, Intel, and others via Vulkan, CUDA, and Metal APIs.
• ▸ The API is fully compatible with OpenAI and Ollama interfaces, enabling seamless integration with existing workflows.
• ▸ TensorSharp is implemented from the ground up in C# with pure C# CPU backend and additional CUDA, MLX, and GGML backends, offering performance on par or better than llama.cpp in benchmarks.
• ▸ Key optimizations include paged KV cache, continuous batching, SSD-based cache for MoE models, and GGUF quantization support.

discuss.huggingface.co

03@nvidia: Agents are becoming specialized, using reinforcement learning post-training to develop domain-specific skills ... 2026-07-17𝕏 X (official)

383 likes, 39 reposts | Agents are becoming specialized, using reinforcement learning post-training to develop domain-specific skills 🛠️ Every post-training rollout is an inference call, so a lower cost per token flows straight into a higher Intelligence per Dollar on every run. That is what the htt

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04@OpenAI: GPT-5.6 Sol sets a new state of the art in cybersecurity on “The Last Ones” cyber range. We’re already seeing... 2026-07-17𝕏 X (official)

3261 likes, 285 reposts | GPT-5.6 Sol sets a new state of the art in cybersecurity on “The Last Ones” cyber range. We’re already seeing that capability translate into defensive outcomes: helping teams find, validate, and fix vulnerabilities in real-world code. Put it to work with Codex Security: htt

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05@emollick: This is all interesting but specifically, I, too, am curious about this. The US & UK clearly see the model... 2026-07-17𝕏 X (trusted)

232 likes, 13 reposts | This is all interesting but specifically, I, too, am curious about this. The US & UK clearly see the models being released today from the closed labs as presenting genuine cyber risk (as well as offensive capabilities), it is interesting that China does not seem to believ

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