# DeepSeek V4, LeCun's Bet Against LLMs, and Lovable's Self-Improving Agent - The Tokenizer Edition #30

DevFeed: [DeepSeek V4, LeCun's Bet Against LLMs, and Lovable's Self-Improving Agent - The Tokenizer Edition #30](<https://devfeed.tech/articles/deepseek-v4-lecun-s-bet-against-llms-and-lovable-s-self-improving-agent-the-tokenizer-edition-30-18334.md>)

Original publisher: [Read original article](<https://newsletter.artofsaience.com/p/deepseek-v4-lecuns-bet-against-llms>)

Author: Sairam Sundaresan

Published: 2026-06-04T13:31:46Z

Content type: article

Language: en

Sources: [Gradient Ascent](<https://devfeed.tech/sources/gradient-ascent.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [deepseek](<https://devfeed.tech/topics/deepseek.md>), [Machine learning](<https://devfeed.tech/topics/machine-learning.md>), [World models](<https://devfeed.tech/topics/world-models.md>), [Benchmark](<https://devfeed.tech/topics/benchmark.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-ml](<https://devfeed.tech/tags/ai-ml.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [deepseek](<https://devfeed.tech/tags/deepseek.md>), [diffusion](<https://devfeed.tech/tags/diffusion.md>), [llms](<https://devfeed.tech/tags/llms.md>), [research](<https://devfeed.tech/tags/research.md>), [training](<https://devfeed.tech/tags/training.md>)

## AI overview

This English-language weekly roundup surveys AI and machine-learning resources, including papers on text-to-image generation, reinforcement learning for research agents, spatial reasoning, and benchmarks; videos about DeepSeek V4, JEPA world models, and agent improvement; and reads on FP8 KV-cache quantization, diffusion generation, and delegated-work fidelity.

## Source excerpt

This week's most valuable AI resources