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MarkTechPost
marktechpost.com > 05/06/2026 > google-ai-releases-multi-token-prediction-mtp-drafters-for-gemma-4-delivering-up-to-3x-faster-inference-without-quality-loss

Google AI Releases Multi-Token Prediction (MTP) Drafters for Gemma 4: Delivering Up to 3x Faster Inference Without Quality Loss

4+ mon, 6+ day ago   (678+ words) MarkTechPost Large language models are getting incredibly powerful, but let’s be honest—their inference speed is still a massive headache for anyone trying to use them in production. Google just launched Multi-Token Prediction (MTP) drafters for the Gemma 4 model family....

MarkTechPost
marktechpost.com > 07/12/2026 > guide-to-loop-engineering

Guide to Loop Engineering: How 'autoresearch' and 'Bilevel Autoresearch' Turn AI Agents Into Autonomous Machine Learning ML Research Loops

2+ mon, 9+ hour ago   (565+ words) Most people still use AI like a 2015 search box. You type, you read, you type again. A newer pattern replaces that manual back-and-forth with a loop. This guide explains loop engineering using two verified artifacts. The sources are Andrej Karpathy’s…...

MarkTechPost
marktechpost.com > 03/29/2026 > meet-a-evolve-the-pytorch-moment-for-agentic-ai-systems-replacing-manual-tuning-with-automated-state-mutation-and-self-correction

Meet A-Evolve: The PyTorch Moment For Agentic AI Systems Replacing Manual Tuning With Automated State Mutation And Self-Correction

5+ mon, 2+ week ago   (481+ words) A team of researchers associated with Amazon has released A-Evolve, a universal infrastructure designed to automate the development of autonomous AI agents. The framework aims to replace the ‘manual harness engineering’ that currently defines agent development with a systematic, automated…...

MarkTechPost
marktechpost.com > 03/31/2026 > liquid-ai-released-lfm2-5-350m-a-compact-350m-parameter-model-trained-on-28t-tokens-with-scaled-reinforcement-learning

Liquid AI Released LFM2.5-350M: A Compact 350M Parameter Model Trained on 28T Tokens with Scaled Reinforcement Learning

5+ mon, 1+ week ago   (334+ words) In the current landscape of generative AI, the ‘scaling laws’ have generally dictated that more parameters equal more intelligence. However, Liquid AI is challenging this convention with the release of LFM2.5-350M. This model is actually a technical case study in intelligence…...

MarkTechPost
marktechpost.com > 07/18/2026 > google-clouds-always-on-memory-agent-replaces-rag-and-embeddings-with-continuous-llm-consolidation-on-gemini-3-1-flash-lite

SpaceXAI Open-Sources Grok Build: The Rust Agent Harness, TUI, and Tool Layer Behind Its Coding CLI

1+ mon, 3+ week ago   (336+ words) Most AI agents forget. They process a request, answer it, then drop the context. Google Cloud’s generative-ai repository now ships a sample that tackles this directly. It is the Always-On Memory Agent, a reference implementation that treats memory as a…...

MarkTechPost
marktechpost.com > 08/03/2026 > alibaba-qwen-releases-qwen3-8-max > amp

Alibaba Qwen Releases Qwen3.8-Max: A 2.4 Trillion Parameter MoE Model and the Most Capable One in the Qwen Family to Date

1+ mon, 1+ week ago   (23+ words) MarkTechPost...

MarkTechPost
marktechpost.com > 03/27/2026 > nvidia-ai-unveils-prorl-agent-a-decoupled-rollout-as-a-service-infrastructure-for-reinforcement-learning-of-multi-turn-llm-agents-at-scale

NVIDIA AI Unveils ProRL Agent: A Decoupled Rollout-as-a-Service Infrastructure for Reinforcement Learning of Multi-Turn LLM Agents at Scale

5+ mon, 2+ week ago   (362+ words) Multi-turn agent tasks involve interacting with external environments, such as code repositories or operating systems, via iterative tool use. Many existing frameworks—including SkyRL, VeRL-Tool, Agent Lightning, rLLM, and GEM—embed rollout control directly within the training process. This tight…...

MarkTechPost
marktechpost.com > 07/30/2026 > building-a-policy-governed-multi-agent-financial-research-workflow-with-omnigent > amp

Building a Policy-Governed Multi-Agent Financial Research Workflow with Omnigent

1+ mon, 1+ week ago   (668+ words) MarkTechPost In this tutorial, we build and execute a multi-agent workflow with Omnigent using a reliable, isolated Python environment created with uv. We configure a financial research lead agent that retrieves a live USD-to-EUR exchange rate from an external API,…...

MarkTechPost
marktechpost.com > 09/01/2026 > perplexity-releases-hybrid-compute-on-mac-cloud-agents-orchestrate-down-to-a-local-model-gated-on-device > amp

Perplexity Releases Hybrid Compute on Mac: Cloud Agents Orchestrate Down to a Local Model, Gated On Device

1+ week, 4+ day ago   (331+ words) The direction of orchestration is the design decision. Computer starts every task in the cloud, where frontier models handle web search, planning, and long-horizon reasoning. When a step touches private files or sensitive data, Computer hands that step down to…...

MarkTechPost
marktechpost.com > 07/16/2026 > openai-details-gpt-red-an-internal-automated-red-teaming-model-that-beat-human-red-teamers-84-to-13-on-prompt-injection

PrismML Releases Bonsai 27B: 1-bit and Ternary Builds of Qwen3.6-27B That Run on Laptops and Phones

1+ mon, 3+ week ago   (663+ words) This week, OpenAI published details of GPT-Red, an internal-only automated red-teaming model. Its job is to attack OpenAI’s own models and find prompt injection vulnerabilities. OpenAI gives two reasons. Human red-teaming is time-intensive and does not scale. Commonly used robustness…...

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