AI Morning Briefing

Deep dive into METR's evaluation of AI models, Jack Morris's provocative take on data-driven AI advancement, the rise of context engineering, and Cursor's revolutionary web-based coding agents.

Sources:
[1] https://metr.github.io/autonomy-evals-guide/deepseek-qwen-report/
[2] https://arxiv.org/abs/2506.20966v1
[3] https://blog.jxmo.io/p/there-are-no-new-ideas-in-ai-only
[4] https://www.philschmid.de/context-engineering
[5] https://www.cursor.com/en/blog/agent-web

Deep dive into PyTorch-vLLM collaboration, NVIDIA's Blackwell GPU architecture, Anthropic's AI retail experiment, and Baidu's open-source LLM announcement. Expert analysis on tech advancements and industry impact.

Sources:
[1] https://pytorch.org/blog/pytorch-vllm-%e2%99%a5%ef%b8%8f/
[2] https://arxiv.org/abs/2506.20644
[3] https://www.ubicloud.com/blog/life-of-an-inference-request-vllm-v1
[4] https://chipsandcheese.com/p/blackwell-nvidias-massive-gpu
[5] https://www.anthropic.com/research/project-vend-1
[6] https://www.cnbc.com/2025/06/29/china-biggest-ai-drop-since-deepseek-baidus-ernie-to-hit-market.html

Explore PS3's 4K vision pre-training, XBOW's HackerOne success, Linux Foundation's A2A protocol, tokenization's future, Gemini 2.5 for robotics, and ElevenLabs' voice AI assistant.

Sources:
[1] https://nvlabs.github.io/PS3/
[2] https://links.tldrnewsletter.com/Vt1blo
[3] https://xbow.com/blog/top-1-how-xbow-did-it/
[4] https://developers.googleblog.com/en/google-cloud-donates-a2a-to-linux-foundation/
[5] https://arxiv.org/abs/2506.18747
[6] https://lucalp.dev/bitter-lesson-tokenization-and-blt/
[7] https://developers.googleblog.com/en/gemini-25-for-robotics-and-embodied-intelligence/
[8] https://elevenlabs.io/blog/introducing-11ai

Explore Reinforcement Learned Teaching's breakthrough, challenges in evaluating long-context Q&A systems, the evolution of AI agents through RL, and xAI's leaked plans for Grok's spreadsheet integration.

Sources:
[1] https://huggingface.co/blog/transformers-backend-sglang
[2] https://arxiv.org/abs/2506.16787
[3] https://arxiv.org/abs/2506.17204
[4] https://sakana.ai/rlt/
[5] https://eugeneyan.com/writing/qa-evals/
[6] https://www.understandingai.org/p/reinforcement-learning-explained
[7] https://techcrunch.com/2025/06/23/leak-reveals-grok-might-soon-edit-your-spreadsheets/

Explore how AI conducts intelligent searches using full-text search and offline augmentation. Learn why simple approaches beat complex embeddings and how document preparation impacts AI search efficiency.

Sources:
[1] https://benanderson.work/blog/agentic-search-for-dummies/

Explore the future of AI with discussions on conversational UIs, token manipulation, Model Context Protocol updates, MPK inference optimization, LLM search evolution, and MiniMax's Hailuo 02 video tech.

Sources:
[1] https://tomtunguz.com/english-as-input/
[2] https://tokenbender.github.io/kautuhal/post.html
[3] https://arxiv.org/abs/2506.01687
[4] https://modelcontextprotocol.io/specification/2025-06-18/changelog
[5] https://links.tldrnewsletter.com/1R4ACA
[6] https://medium.com/@kakumar1611/llms-for-recsys-and-search-part-1-semantic-ids-and-evolving-architectures-2651bc5c47c6
[7] https://epoch.ai/blog/inference-economics-of-language-models
[8] https://the-decoder.com/minimaxs-hailuo-02-tops-google-veo-3-in-user-benchmarks-at-much-lower-video-costs/
[9] https://www.adweek.com/media/sam-altman-gpt-5-coming-this-summer-ads-on-chatgpt/

Explore Microsoft's DeepNVMe improvements for AI training, Claude Code's new remote MCP servers, and Anthropic's expansion into government security with FedRAMP certification and new appointments.

Sources:
[1] https://pytorch.org/blog/deepnvme-affordable-i-o-scaling-for-deep-learning-applications/
[2] https://arxiv.org/abs/2506.06105
[3] https://www.anthropic.com/news/claude-code-remote-mcp
[4] https://links.tldrnewsletter.com/pq4Tfq

Explore WhatsApp's new AI chatbot builder, Gemini's entertaining Pokemon gameplay struggles, insights on o3-pro's performance, robotics breakthroughs, and Google's latest Gemini 2.5 updates.

Sources:
[1] https://9to5mac.com/2025/06/04/whatsapp-ai-chatbot/
[2] https://techcrunch.com/2025/06/17/googles-gemini-panicked-when-playing-pokemon/
[3] https://thezvi.substack.com/p/o3-turns-pro
[4] https://www.physicalintelligence.company/research/real_time_chunking
[5] https://cdn.openai.com/business-guides-and-resources/a-practical-guide-to-building-agents.pdf
[6] https://magazine.sebastianraschka.com/p/coding-the-kv-cache-in-llms
[7] https://developers.googleblog.com/en/gemini-2-5-thinking-model-updates/

Explore Character.AI's compelling writing framework, Nanonets' revolutionary OCR model, OpenAI's new prompt features, and the transformative impact of AI coding agents on software development.

Sources:
[1] https://blog.character.ai/evaluating-our-models-using-principles-of-compelling-writing/
[2] https://huggingface.co/blog/inference-providers-groq
[3] https://arxiv.org/abs/2506.11902
[4] https://nanonets.com/research/nanonets-ocr-s/
[5] https://threadreaderapp.com/thread/1934717086783426698.html
[6] https://blog.singleton.io/posts/2025-06-14-coding-agents-cross-a-chasm/

Explore v0's new Design Mode and full-stack capabilities, The Browser Company's AI-powered Dia browser launch, and Meta's groundbreaking V-JEPA 2 world model for physical reasoning in AI.

Sources:
[1] https://threadreaderapp.com/thread/1932892095565660490.html
[2] https://huggingface.co/blog/nvidia-training-cluster
[3] https://techcrunch.com/2025/06/11/the-browser-company-launches-its-ai-first-browser-dia-in-beta/
[4] https://about.fb.com/news/2025/06/our-new-model-helps-ai-think-before-it-acts/