Staff – maker-ai

Meet LEANN: An Open-Source Vector Index that Shrinks a 60M-Chunk RAG Index from 201 GB to 6 GB

Meet LEANN: An Open-Source Vector Index that Shrinks a 60M-Chunk RAG Index from 201 GB to 6 GB UC Berkeley’s LEANN is an open-source vector index that takes a fundamentally different approach to storage: it stores a pruned graph and recomputes embeddings at query time. How It Performs According to [...]

Meet Google DeepMind’s Genie 4: Real-Time World Model With Native Audio

Meet Google DeepMind’s Genie 4: Real-Time World Model With Native Audio Google DeepMind released Genie 4 as a research preview. The real-time world model adds native audio, live dialogue and text steering, with Gemini 3.8 Flash planning events inside the simulation loop. Key Features Real-time world model — Genie 4 [...]

Polymathic AI and Princeton Researchers Release FlashMap, a Flow Map Drafter for 6.14x Faster LLM Decoding

Polymathic AI and Princeton Researchers Release FlashMap, a Flow Map Drafter for 6.14x Faster LLM Decoding Researchers from Polymathic AI, Princeton, and USC ISI have released FlashMap, a speculative decoding drafter designed to accelerate large language model (LLM) inference. Key Capabilities Joint drafting: FlashMap drafts 16 tokens jointly in one [...]

Google Releases Gemini 3.8 Flash TTS and Flash-Lite TTS With Prompt-Based Voice Design

Google Releases Gemini 3.8 Flash TTS and Flash-Lite TTS With Prompt-Based Voice Design Google has released Gemini 3.8 Flash TTS and Flash-Lite TTS, two new text-to-speech models available now through the Gemini API and Google AI Studio. Prompt-Based Voice Design Flash TTS designs new voices from natural language prompts across [...]

A Coding Guide to TypeSafe AI Jev: Typed Decisions, Calibrated Confidence, and Speculative Fan-Out with a System One Model

A Coding Guide to TypeSafe AI Jev: Typed Decisions, Calibrated Confidence, and Speculative Fan-Out with a System One Model This tutorial provides a complete coding guide to TypeSafe AI’s Jev, a System One model designed for non-text, structured judgments. It covers installing the official Python SDK, using primitive question types [...]

Contrastive-LM Releases CLM-8B: An Open System One Model That Scores Agent Actions Up to 9× Faster Than Jev

Contrastive-LM Releases CLM-8B: An Open System One Model That Scores Agent Actions Up to 9× Faster Than Jev Contrastive-LM has released CLM-8B, an open System One model that scores candidate actions against a state instead of generating text. How It Works CLM-8B adds 2 small projection heads to a frozen [...]

OpenAI Releases GPT-6 Sol and Luna: 50% Cheaper API Pricing and Benchmarks

OpenAI Releases GPT-6 Sol and Luna: 50% Cheaper API Pricing and Benchmarks OpenAI has released GPT-6 Sol and GPT-6 Luna, two lower-cost models trained with methods similar to GPT-6 Astra. API Pricing GPT-6 Sol: $2/$10 per 1M tokens GPT-6 Luna: $0.10/$0.50 per 1M tokens Availability Both models are available now [...]

Kyutai Releases Voice of Reason: A Speech-Native Model that Solves Spoken Math with Reinforcement Learning

Kyutai Releases Voice of Reason: A Speech-Native Model that Solves Spoken Math with Reinforcement Learning Kyutai has released Voice of Reason, a set of 2 open-weight speech-to-speech models built on GLM-4-Voice-9B. According to the release, supervised fine-tuning and reinforcement learning lift spoken GSM8K accuracy from 27.3% to 77.1%. Key Highlights [...]

Nokia Open-Sources AnyJev: A Training-Free Layer That Turns Any Open LLM Into a Calibrated Decision Model

Nokia Open-Sources AnyJev: A Training-Free Layer That Turns Any Open LLM Into a Calibrated Decision Model Nokia’s applied research team has open-sourced AnyJev, a Python library that turns an open LLM into a decision model. It needs no training. It targets a common production job: picking one answer from a [...]

NVIDIA Introduces SoL-Pi: Auto-Research Loops That Cut Coding Agent Token Traffic by Up to 49%

NVIDIA Introduces SoL-Pi: Auto-Research Loops That Cut Coding Agent Token Traffic by Up to 49% NVIDIA researchers have released SoL-Pi, a set of 4 harness mechanisms for the open-source Pi coding agent. The mechanisms were discovered by an AI running auto-research loops across 535 environments. Performance on EdgeBench On EdgeBench, [...]

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Meet LEANN: An Open-Source Vector Index that Shrinks a 60M-Chunk RAG Index from 201 GB to 6 GB

Meet Google DeepMind’s Genie 4: Real-Time World Model With Native Audio

Polymathic AI and Princeton Researchers Release FlashMap, a Flow Map Drafter for 6.14x Faster LLM Decoding

Google Releases Gemini 3.8 Flash TTS and Flash-Lite TTS With Prompt-Based Voice Design

A Coding Guide to TypeSafe AI Jev: Typed Decisions, Calibrated Confidence, and Speculative Fan-Out with a System One Model

Contrastive-LM Releases CLM-8B: An Open System One Model That Scores Agent Actions Up to 9× Faster Than Jev

OpenAI Releases GPT-6 Sol and Luna: 50% Cheaper API Pricing and Benchmarks

Kyutai Releases Voice of Reason: A Speech-Native Model that Solves Spoken Math with Reinforcement Learning

Nokia Open-Sources AnyJev: A Training-Free Layer That Turns Any Open LLM Into a Calibrated Decision Model

NVIDIA Introduces SoL-Pi: Auto-Research Loops That Cut Coding Agent Token Traffic by Up to 49%

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