Jul 10, 2026

6 Posts

Architecture of the character, word, and sentence level of Brain2Qwerty (encoder, aligner, and LLM)

Jul 10, 2026

Text Without Typing: Researchers at Meta and other institutions built Brain2Qwerty v2 to generate sentences from brain waves

Imagine you are typing a sentence. But instead of a keyboard, joystick, or eye tracker, a device surrounding your head reads your intentions and generates that sentence on screen.

Flowchart illustrates DSpark's multi-stage process, highlighting hardware-aware prefix scheduler and token flow.

Jul 10, 2026

DeepSeek’s DSpark Gains Velocity: DeepSeek open sourced a speculative decoding module that speeds up text generation without losing accuracy

DeepSeek built a speculative decoding module that speeds up its production models’ text generation by more than 50 percent without sacrificing accuracy, then made its technique open source.

Graph compares image generation, editing, latency, and price for Nano Banana models against competitors.

Jul 10, 2026

Google Pairs Nano Banana Update With Video API: Gemini's image (Nano Banana 2 Lite) and video (Gemini Omni Flash) models, built to work together

Google built a low-cost, high-throughput pipeline for developers working with media, combining Gemini’s fastest image model yet with a similarly speedy multimodal model that can turn images into video with synchronized sound.

Claude Fable and the US Chamber of Commerce Seal connected in a loop.

Jul 10, 2026

Fable’s Return and Fallout: How Anthropic's Claude Fable 5 got banned by the U.S. Government, then came back to the market

Claude Fable 5 and the more powerful Claude Mythos 5 are back, three weeks after Anthropic suspended the models due to an export control directive from the U.S. Department of Commerce.

A robot wears a bow around its finger with SPEC.md attached to it. The developer asks "What's that for?"; The robot says "You told me something important last Tuesday. I'm never letting go."

Jul 10, 2026

Make All Your Tokens (and Your Brainwork) Count: Agentic loop coding works until it fulfills a goal. Here's an agentic way to iterate on your goals to find the right one.

The key idea of agentic coding loops is to have an agent keep working until it satisfies a condition, such as achieving a product specification.

Jul 10, 2026

Restoration of Claude Fable 5, Gemini's Video Dev Engine, DeepSeek Speeds Up Speculative Decoding

The Batch News & Insights: The key idea of agentic coding loops is to have an agent keep working until it satisfies a condition, such as achieving a product specification.

Jul 10, 2026

Text Without Typing: Researchers at Meta and other institutions built Brain2Qwerty v2 to generate sentences from brain waves

DeepSeek’s DSpark Gains Velocity: DeepSeek open sourced a speculative decoding module that speeds up text generation without losing accuracy

Google Pairs Nano Banana Update With Video API: Gemini's image (Nano Banana 2 Lite) and video (Gemini Omni Flash) models, built to work together

Fable’s Return and Fallout: How Anthropic's Claude Fable 5 got banned by the U.S. Government, then came back to the market

Make All Your Tokens (and Your Brainwork) Count: Agentic loop coding works until it fulfills a goal. Here's an agentic way to iterate on your goals to find the right one.

Restoration of Claude Fable 5, Gemini's Video Dev Engine, DeepSeek Speeds Up Speculative Decoding

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