---
title: "AlphaSignal Llms: Structured Output News"
url: "https://alphasignal.ai/topic/llms/structured-output"
description: "Latest AI and machine learning news about Structured Output (Llms) on AlphaSignal."
---

# AlphaSignal Llms: Structured Output News

Latest AI and machine learning news about Structured Output (Llms) on AlphaSignal.

## Articles

- [Microsoft's Decision-1 Scores AI Choices 35x Faster Than GPT-6](https://alphasignal.ai/news/microsoft-s-decision-1-scores-ai-choices-35x-faster-than-gpt-6.md) (2026-10-09)
- [Liquid AI's d1-3B Makes Structured AI Decisions in 8 Milliseconds Without Generating Text](https://alphasignal.ai/news/liquid-ai-s-d1-3b-makes-structured-ai-decisions-in-8-milliseconds-without.md) (2026-10-08)
- [Artificial Analysis Rebuilds Intelligence Index v5 With Private Coding Tests](https://alphasignal.ai/news/artificial-analysis-rebuilds-intelligence-index-v5-with-private-coding-tests.md) (2026-10-08)
- [OpenAI Builds ChatGPT for Teens a Full College Planning Tool](https://alphasignal.ai/news/openai-builds-chatgpt-for-teens-a-full-college-planning-tool.md) (2026-10-07)
- [OpenAI's GPT-6 Turns ChatGPT Replies Into Interactive Apps for 1.2B Users](https://alphasignal.ai/news/openai-s-gpt-6-turns-chatgpt-replies-into-interactive-apps-for-1-2b-users.md) (2026-10-07)
- [Anthropic's Claude Haiku 5.5 Slashes Costs 75% and Adds Adjustable Reasoning](https://alphasignal.ai/news/anthropic-s-claude-haiku-5-5-slashes-costs-75-and-adds-adjustable-reasoning.md) (2026-10-07)
- [QuadTok Cuts Image Tokens by 10% by Spending Them Where Detail Lives](https://alphasignal.ai/news/quadtok-cuts-image-tokens-by-10-by-spending-them-where-detail-lives.md) (2026-10-07)
- [OpenAI's Decisions API Promises Routing Answers 10x Faster for Developers](https://alphasignal.ai/news/openai-s-decisions-api-promises-routing-answers-10x-faster-for-developers.md) (2026-10-06)
- [OpenAI Web Search Scores 74 but Loses on Cost to Cheaper Rivals](https://alphasignal.ai/news/openai-web-search-scores-74-but-loses-on-cost-to-cheaper-rivals.md) (2026-10-06)
- [AWS Brings Z.ai's GLM-5.3 to Amazon Bedrock With 1M Token Context](https://alphasignal.ai/news/aws-brings-z-ai-s-glm-5-3-to-amazon-bedrock-with-1m-token-context.md) (2026-10-06)
- [AutoTrust's JEV-27B-VL Beats GPT-4o and Scores Images in One Pass](https://alphasignal.ai/news/autotrust-s-jev-27b-vl-beats-gpt-4o-and-scores-images-in-one-pass.md) (2026-10-05)
- [Amazon's ALoDLM Beats Qwen3-8B With 2.7x Faster AI Text Generation](https://alphasignal.ai/news/amazon-s-alodlm-beats-qwen3-8b-with-2-7x-faster-ai-text-generation.md) (2026-10-03)
- [LiquidAI's d1 Hits Vercel With Zero Output Token Costs](https://alphasignal.ai/news/liquidai-s-d1-hits-vercel-with-zero-output-token-costs.md) (2026-10-01)
- [When to use DeepSeek-V4.1-Flash](https://alphasignal.ai/news/when-to-use-deepseek-v4-1-flash.md) (2026-10-01)
- [Chatterjee Lab's pCoMole Shrinks Proteins Without Losing What Makes Them Work](https://alphasignal.ai/news/chatterjee-lab-s-pcomole-shrinks-proteins-without-losing-what-makes-them-work.md) (2026-10-01)
- [LLMs' Confidence Scores Actually Reveal Their Internal Answer Probabilities](https://alphasignal.ai/news/llms-confidence-scores-actually-reveal-their-internal-answer-probabilities.md) (2026-10-01)
- [Google's Gemini 4 Argon Tops Vals Index at 68.9% Using Fewer Tokens](https://alphasignal.ai/news/google-s-gemini-4-argon-tops-vals-index-at-68-9-using-fewer-tokens.md) (2026-09-30)
- [Google DeepMind's Gemini 4 Argon Shatters Output Limits With 1 Million Tokens](https://alphasignal.ai/news/google-deepmind-s-gemini-4-argon-shatters-output-limits-with-1-million-tokens.md) (2026-09-30)
- [Inception Releases Mercury Decide to Make AI Routing 14x Faster](https://alphasignal.ai/news/inception-releases-mercury-decide-to-make-ai-routing-14x-faster.md) (2026-09-30)
- [Liquid AI's d1 Makes Decisions Without Generating a Single Token](https://alphasignal.ai/news/liquid-ai-s-d1-makes-decisions-without-generating-a-single-token.md) (2026-09-29)
- [OpenAI's Decisions API Gives Developers a Constrained GPT-6 Luna Router](https://alphasignal.ai/news/openai-s-decisions-api-gives-developers-a-constrained-gpt-6-luna-router.md) (2026-09-29)
- [Zyphra Research Reveals How NoPE Attention Secretly Learns Token Distance](https://alphasignal.ai/news/zyphra-research-reveals-how-nope-attention-secretly-learns-token-distance.md) (2026-09-29)
- [Open-Source Jeff Turns Tiny Models Into 22ms Local Decision APIs](https://alphasignal.ai/news/open-source-jeff-turns-tiny-models-into-22ms-local-decision-apis.md) (2026-09-29)
- [Supersonic Labs Ships Julia-1, a Tiny 144M Router That Classifies Without Retraining](https://alphasignal.ai/news/supersonic-labs-ships-julia-1-a-tiny-144m-router-that-classifies-without.md) (2026-09-29)
- [OrcaRouter's OrcaSAQ-2 Shrinks a 27B Security AI 71% to Fit One GPU](https://alphasignal.ai/news/orcarouter-s-orcasaq-2-shrinks-a-27b-security-ai-71-to-fit-one-gpu.md) (2026-09-29)
- [Anthropic's Claude Sonnet 5.5 Jumps 60 Points in Agentic Coding](https://alphasignal.ai/news/anthropic-s-claude-sonnet-5-5-jumps-60-points-in-agentic-coding.md) (2026-09-28)
- [System One models are carving out a new layer in the AI stack](https://alphasignal.ai/news/system-one-models-are-carving-out-a-new-layer-in-the-ai-stack.md) (2026-09-28)
- [Simplex Diffusion Models Beat Discrete Rivals at Math With 16x Fewer Steps](https://alphasignal.ai/news/simplex-diffusion-models-beat-discrete-rivals-at-math-with-16x-fewer-steps.md) (2026-09-28)
- [Rizzo Flow Brings Typed AI Decisions Offline With 2.8x Faster Throughput](https://alphasignal.ai/news/rizzo-flow-brings-typed-ai-decisions-offline-with-2-8x-faster-throughput.md) (2026-09-25)
- [TypeLLM Forces LLMs to Return Valid JSON Every Time, 5.8x Faster](https://alphasignal.ai/news/typellm-forces-llms-to-return-valid-json-every-time-5-8x-faster.md) (2026-09-25)
- [Together AI's Tev1 Turns Routing and Moderation Into a $17 Fine-Tune](https://alphasignal.ai/news/together-ai-s-tev1-turns-routing-and-moderation-into-a-17-fine-tune.md) (2026-09-25)
- [Fastino's GLiNER2.5-Decide Beats 1B Models at Agent Routing With 340M Parameters](https://alphasignal.ai/news/fastino-s-gliner2-5-decide-beats-1b-models-at-agent-routing-with-340m-parameters.md) (2026-09-25)
- [Ornith 1.5 Beats 35B Models on Reasoning With Just 9B Parameters](https://alphasignal.ai/news/ornith-1-5-beats-35b-models-on-reasoning-with-just-9b-parameters.md) (2026-09-25)
- [Penn Researchers Show Jev Cuts AI Grading Costs by 325x](https://alphasignal.ai/news/penn-researchers-show-jev-cuts-ai-grading-costs-by-325x.md) (2026-09-24)
- [UT Austin Reveals Why Efficient AI Models Fail at 10M-Token Reasoning](https://alphasignal.ai/news/ut-austin-reveals-why-efficient-ai-models-fail-at-10m-token-reasoning.md) (2026-09-24)
- [Featherless AI's Simple Jev Turns Open Hugging Face Models Into Classifier APIs](https://alphasignal.ai/news/featherless-ai-s-simple-jev-turns-open-hugging-face-models-into-classifier-apis.md) (2026-09-24)
- [OpenAI's ChatGPT Work Lets Voice Control Your Emails, Slack, and Calendar](https://alphasignal.ai/news/openai-s-chatgpt-work-lets-voice-control-your-emails-slack-and-calendar.md) (2026-09-23)
- [Google's Gemini Now Controls Adobe, Linear and 12 More Apps](https://alphasignal.ai/news/google-s-gemini-now-controls-adobe-linear-and-12-more-apps.md) (2026-09-23)
- [Qwen-2.5-1B-RLCD Scores JSON Fields in Parallel, Running 7x Faster on Apple Silicon](https://alphasignal.ai/news/qwen-2-5-1b-rlcd-scores-json-fields-in-parallel-running-7x-faster-on-apple.md) (2026-09-23)
- [CMU Finds JEV Matches GPT-6 Accuracy at 277 Times Lower Cost](https://alphasignal.ai/news/cmu-finds-jev-matches-gpt-6-accuracy-at-277-times-lower-cost.md) (2026-09-22)
- [xAI's Grok 4.7 Beats Claude at Enterprise Analysis but Doubles Your Bill](https://alphasignal.ai/news/xai-s-grok-4-7-beats-claude-at-enterprise-analysis-but-doubles-your-bill.md) (2026-09-21)
- [Dots Studio's Dots3-Note Preview Tops Open-Weight AI With 76.8% on ARC-AGI-2](https://alphasignal.ai/news/dots-studio-s-dots3-note-preview-tops-open-weight-ai-with-76-8-on-arc-agi-2.md) (2026-09-21)
- [Complex KDA Unlocks Rotational Memory in Linear AI Without Extra Cost](https://alphasignal.ai/news/complex-kda-unlocks-rotational-memory-in-linear-ai-without-extra-cost.md) (2026-09-21)
- [Jared Palmer's Open-Source Kev Answers Typed Questions in one Pass](https://alphasignal.ai/news/jared-palmer-s-open-source-kev-answers-typed-questions-in-one-pass.md) (2026-09-21)
- [Convai Innovations' Laya Beats Closed Decision Models at 32.8 ms](https://alphasignal.ai/news/convai-innovations-laya-beats-closed-decision-models-at-32-8-ms.md) (2026-09-18)
- [OpenAI's Astra for Law Pushes Into Big Firms With 54% Research Accuracy](https://alphasignal.ai/news/openai-s-astra-for-law-pushes-into-big-firms-with-54-research-accuracy.md) (2026-09-17)
- [Sakana AI's Fugu Max Beats Frontier Models at 60% Lower Cost](https://alphasignal.ai/news/sakana-ai-s-fugu-max-beats-frontier-models-at-60-lower-cost.md) (2026-09-17)
- [Arcee AI Raises $150M to Build Open Trinity Models America Can Own](https://alphasignal.ai/news/arcee-ai-raises-150m-to-build-open-trinity-models-america-can-own.md) (2026-09-16)
- [Multiverse Computing's Quasar 1.1 Uses Quantum Data to Shrink a 438B Model](https://alphasignal.ai/news/multiverse-computing-s-quasar-1-1-uses-quantum-data-to-shrink-a-438b-model.md) (2026-09-15)
- [Yifan Zhang's RLT Grows Transformer Depth With Every Token Generated](https://alphasignal.ai/news/yifan-zhang-s-rlt-grows-transformer-depth-with-every-token-generated.md) (2026-09-14)