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Key research and product announcements at the AI Native Conf

Together.ai

At AI Native Conf, Together AI announced breakthroughs across kernels, RL, and inference optimization — including FlashAttention-4, ThunderAgent, and together.compile. Research that ships to production. That's the AI Native Cloud.

Score: 40.59Confidence: 59%

Cache-aware prefill–decode disaggregation (CPD) for up to 40% faster long-context LLM serving

Together.ai

Serving long prompts doesn't have to mean slow responses. Learn how Together AI's CPD architecture separates warm and cold inference workloads to deliver 40% higher throughput and dramatically lower time-to-first-token for long-context LLM serving.

Score: 40.59Confidence: 59%

Introducing Together AI’s new look

Together.ai

We've refreshed our visual identity — designed with Pentagram to express how Together AI connects open-source innovation, systems research, and builders to unlock new possibilities.

Score: 40.58Confidence: 59%

Baseten on Hugging Face Inference Providers 🔥

Hugging Face

Score: 40.57Confidence: 48%

Consistency diffusion language models: Up to 14x faster inference without sacrificing quality

Together.ai

Standard diffusion language models can't use KV caching and need too many refinement steps to be practical. CDLM fixes both with a post-training recipe that enables exact block-wise KV caching and trajectory-consistent step reduction — delivering up to 14.5x latency improvements

Score: 40.54Confidence: 59%

Introducing Trusted Access for Cyber

OpenAI

OpenAI introduces Trusted Access for Cyber, a trust-based framework that expands access to frontier cyber capabilities while strengthening safeguards against misuse.

Score: 40.5Confidence: 59%

What do LLMs think when you don't tell them what to think about?

Together.ai

What do language models generate when you don't tell them what to generate? New research reveals that LLM families have distinct 'knowledge priors'—GPT models default to code and math, Llama favors narratives, DeepSeek generates religious content, and Qwen outputs exam questions.

Score: 40.5Confidence: 59%

ServiceNow powers actionable enterprise AI with OpenAI

OpenAI

ServiceNow expands access to OpenAI frontier models to power AI-driven enterprise workflows, summarization, search, and voice across the ServiceNow Platform.

Score: 40.47Confidence: 59%

Our approach to advertising and expanding access to ChatGPT

OpenAI

OpenAI plans to test advertising in the U.S. for ChatGPT’s free and Go tiers to expand affordable access to AI worldwide, while protecting privacy, trust, and answer quality.

Score: 40.46Confidence: 59%

Detect vulnerabilities in LLM applications with Datadog’s AI-native SAST

Datadog

Datadog Code Security’s AI-native SAST helps detect vulnerabilities specific to the OWASP Top 10 for LLM Applications before they reach production.

Score: 40.45Confidence: 44%

Announcing OpenAI Grove Cohort 2

OpenAI

Applications are now open for OpenAI Grove Cohort 2, a 5-week founder program designed for individuals at any stage, from pre-idea to product. Participants receive $50K in API credits, early access to AI tools, and hands-on mentorship from the OpenAI team.

Score: 40.45Confidence: 59%