--- title: "Key research and product announcements at the AI Native Conf" url: https://daily.dev/posts/key-research-and-product-announcements-at-the-ai-native-conf-tboozdokm source_url: https://www.together.ai/blog/ai-native-conf-research-and-product-announcements type: article source: "Together AI" published: 2026-05-31T07:40:50.469Z updated: 2026-05-31T08:23:07.287Z tags: ["reinforcement-learning", "ai-inference"] reading_time: 8 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Key research and product announcements at the AI Native Conf **[Together AI](https://daily.dev/sources/togetherai)** · 8 min read · 0 upvotes · 0 comments ## Summary Together AI announced seven research and product releases at AI Native Conf spanning GPU kernel optimization, reinforcement learning infrastructure, and inference efficiency. FlashAttention-4 targets NVIDIA Blackwell GPUs and is 2.7x faster than Triton. Together Megakernel runs entire models in a single kernel, achieving 3.6x performance gains for real-time voice agents. together.compile automates kernel optimization with a single function call, delivering up to 41% speedups over torch.compile. The Reinforcement Learning API exposes inference and training as separate configurable layers, with ThunderAgent adding program-aware scheduling for agentic workloads (1.5–3.6x throughput gains). ATLAS-2 introduces an online speculative decoding flywheel that continuously adapts to live traffic. Cache-aware prefill-decode disaggregation (CPD) adds a three-tier KV cache hierarchy, improving sustainable throughput by 35–40% for long-context workloads. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Together AI at ICML 2026: frontier research across the full stack](https://daily.dev/posts/together-ai-at-icml-2026-frontier-research-across-the-full-stack-pgl4rdif5) · Together AI · 0 upvotes · 0 comments --- Tags: [#reinforcement-learning](https://daily.dev/tags/reinforcement-learning), [#ai-inference](https://daily.dev/tags/ai-inference) [View this post on daily.dev](https://daily.dev/posts/key-research-and-product-announcements-at-the-ai-native-conf-tboozdokm)