1+ hour, 18+ min ago  (1675+ words) How to write prompts that get reliable output from modern LLMs, including reasoning models, structured outputs, and the shift from prompt to context engineering. Prompt engineering is the practice of designing the input to a large language model so it…...

6+ hour, 9+ min ago  (241+ words) Kimi K3 is our flagship model for long-horizon coding and end-to-end knowledge work, with a 1M-token context window and industry-leading intelligence. The Kimi API Platform provides K3, K2.7 Code, K2.6 and other large language model APIs, supporting long context, multimodal understanding, and Tool Calling....

1+ hour, 36+ min ago  (806+ words) t.co Beating Exploit Wednesday: Automating Patch Orchestration with Pytho Hi everyone, it's the development lead here at BCreatiq. Yesterday we secured our cloud budgets by engineering an autonomous API routing pipeline to stop multi-agent AI token exhaustion deadlocks. Today, we…...

13+ min ago  (216+ words) According to @emollick, a one-shot procedural harbor town benchmark now compares GPT-5.6 Pro, Fable, Kimi K3, and Inkling. The benchmark focuses on one-shot file creation where each model outputs a self-contained simulation of harbor towns evolving through history. This approach tests…...

2+ hour, 14+ min ago  (229+ words) StartupHub.ai Adaptive Memory for Smarter LLM Agents MemCon revolutionizes LLM agents memory systems by treating memory access as a learned, adaptive policy, significantly boosting performance and reducing costs. Visual TL;DR. LLM Memory Systems leads to Static Approach Fails....

5+ hour, 58+ min ago  (320+ words) Runta secures a16z-led seed funding to build a new compute execution layer for AI agents, addressing the growing demand for specialized CPU resources. Andreessen Horowitz (a16z) has led the seed funding round for Runta, a startup focused on re-architecting compute infrastructure…...

2+ hour, 12+ min ago  (866+ words) Kimi is launching K3, a multimodal model with 2.8 trillion parameters and a context window of one million tokens. In the company's own benchmarks, it performs on par with leading proprietary models. According to Kimi, the new flagship model K3 has 2.8 trillion total…...

1+ hour, 7+ min ago  (865+ words) A 2.8-point improvement sounds modest in isolation, but these scores compound across multi-step tasks. For competitive context, Anthropic's Claude 4 Opus and Google's Gemini 2.5 Pro have both posted strong results on agentic coding benchmarks. Source competitive benchmark scores directly from each…...

18+ min ago  (495+ words) Based on xAI’s Grok 4.5 release, with reporting from TechCrunch and Axios, and independent benchmarks from Artificial Analysis. xAI’s July 8 release of Grok 4.5 — trained on real Cursor developer session data — is less a product announcement than a proof of a structural…...

1+ hour, 10+ min ago  (356+ words) The Linux creator's endorsement of AI-assisted development carries major implications for the blockchain infrastructure that runs on his operating system. Linus Torvalds, the creator and top-level maintainer of the Linux kernel, has drawn a line in the sand. In a…...