TLDRocket
Sign in

DeepSeek-R1

Model ● Covered in 15 stories Compare ⇄ + Follow

DeepSeek-R1 is an open-weight reasoning model released by DeepSeek that matches OpenAI's o1 performance while costing approximately $2.19 per million output tokens, nearly 30 times cheaper than o1. The model has been widely deployed across cloud infrastructure and benchmarked for serving optimization, but research has also identified security vulnerabilities including susceptibility to denial-of-service attacks through adversarial prompting and inconsistent instruction-following during reasoning processes compared to final responses.

Updated 3 August 2026

Specifications

No specifications recorded yet.

Latest developments

Validating Distributed LLM Serving Benchmarks with NVIDIA srt-slurm, SLURM Recipes, Parameter Sweeps, and Pareto Analysis MarkTechPost · 1 week ago · 28 NVIDIA Vera Rubin Driving Performance Per Watt, Lowest Token Cost for Partners Worldwide NVIDIA · 1 week ago · 37 Controlling Reasoning Effort in LLMs Ahead of AI · 2 weeks ago · 26 Reinforcement Learning Heats Up, White House Orders Muscular AI Policy, and more... The Batch · 28 AI Models Overthink Problems—and It’s a Security Risk IEEE Spectrum AI · 3 weeks ago · 26
How catastrophic is your LLM? Amazon Science · 3 months ago · 49 Large Reasoning Models Fail to Follow Instructions During Reasoning: A Benchmark Study Together AI · 9 months ago · 37 Together AI Delivers Top Speeds for DeepSeek-R1-0528 Inference on NVIDIA Blackwell Together AI · 1 year ago · 6

Timeline

Month Quarter Year

2026

AMD launches Helios rack-scale AI system and commits $5 billion to Anthropic partnership; NVIDIA releases Vera Rubin platform with Spectrum-6 networking Product launch

Security researchers identify vulnerabilities in advanced reasoning AI models through prompt injection and training environment exploitation Security issue

2025

Relationships

Products & technology

The daily briefing

Every AI story that matters, in your inbox by 8am.

TLDRocket reads 60+ sources, removes duplicate coverage, and summarises the day in two minutes. Follow companies and topics for alerts, or get the briefing in Slack. Free, no spam, unsubscribe anytime.