LLMs8 min read
AI Code Volume Up But Productivity Stays Flat
A Harvard study shows AI tools increase code lines but fail to boost completed work due to review bottlenecks.
From InfoQ: AI, ML and data engineering
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LLMs8 min read
A Harvard study shows AI tools increase code lines but fail to boost completed work due to review bottlenecks.
From InfoQ: AI, ML and data engineering
AI15 min read
Deepseek released V4.1 Flash 1017 which beats larger rivals in coding and agent tasks. The model also cuts per-task costs significantly while producing shorter outputs.
From The Decoder
Photo: Yan Krukau
Liquid AI released d1-ultra, a model that answers questions with probabilities and generates zero output tokens. It scores 65 on the Artificial Analysis Decision Index and costs $0.042 per million input tokens.
From MarkTechPost
AI1 min read
ASML Holding NV published its third-quarter 2026 results on October 14, 2026, reporting total net sales of €11.7 billion and net income of €5.0 billion, and said its chipmaking tool supply as currently planned for 2027 and 2028 will not ...
From Unite.AI
AI9 min read
Reka released a research preview of Rho-1, a 19B model that generates video and outputs robot actions. It replaces pipelines by handling all tasks within one context window.
From MarkTechPost
AI1 min read
OpenAI is rolling out textGrain watermarking for users in the European Union. API customers worldwide can opt into watermarked text outputs starting today.
From The Verge AI
AI10 min read
OpenAI will watermark ChatGPT output in the European Union but makes its global API watermark optional.
From The Decoder
Agents10 min read
AI transforms how developers work, shifting focus from implementation to defining problems, evaluating output, and making technical decisions.
From GitHub blog: AI & ML
Agents1 min read
... but you can’t try it yet unless you are “government users and trusted cyber defenders in the Fairwind Program”
From Latent Space
AI1 min read
Gemini 4 Argon tops GPT-6 Astra and Claude Opus 5.5 on most benchmarks, but access remains gated today. The post Google DeepMind Unveils Gemini 4 Argon with 1M Output Tokens for Coding, Knowledge Work and Cyber Defense appeared first on ...
From MarkTechPost
AI1 min read
OpenAI released GPT-6.1 Sol on September 29, 2026, an upgrade to GPT-6 Sol. It reaches near-Astra results on agentic coding, computer use and professional work at one-fifth of Astra's token prices. It costs $2 input and $10 output per mi...
From MarkTechPost
Research1 min read
Controlling the output of Large Language Models (LLMs) is a central challenge for their reliable deployment, yet a clear understanding of the involved trade-offs remains elusive. Current approaches to conditioning are often evaluated wit...
From Apple machine learning research
AI1 min read
Liquid AI launched d1, a decision model that provides calibrated probabilities without generating output tokens. It is available now as a hosted API.
From MarkTechPost
Agents2 min read
Amazon Quick offers tools for prompt engineering across research, workflows, and analytics. Proper prompt design enhances output quality and efficiency.
From AWS machine learning blog
AI1 min read
Anthropic has released Claude Sonnet 5.5, the second model in its Claude 5.5 family. It scores 70.6% on Terminal-Bench 4.0 and lands within 2 points of Opus 5.5 on GDPval-AA. It also generates output 30%+ faster than Sonnet 5 and keeps t...
From MarkTechPost
AI1 min read
Fireworks AI has released Ember-1, a post-trained Kimi K3 that learns to produce shorter reasoning traces instead of lowering reasoning effort. Fireworks reports about 40% fewer tokens, with output tokens per task falling from 49.3K to 2...
From MarkTechPost
AI1 min read
We read the contracts behind GitHub Copilot, AWS Kiro, Cursor, Devin and Windsurf. Copilot and Kiro offer uncapped indemnity on generated code. Cognition's standard terms exclude outputs entirely. Here is how 500 seats compare on legal e...
From MarkTechPost
AI1 min read
Sarvam AI's Saaras V4 is a speech-to-text model covering all 22 Indian languages plus global English. It pairs an audio encoder with a 3B hybrid state-space decoder. It adds keyterm prompting for up to 50 terms, 5 output modes from 1 mod...
From MarkTechPost
AI1 min read
Voice input on phones has been solved for years. What has not been solved is the output. Speak into most dictation tools and you get back exactly what you said, fillers and false starts included, in a note you then have to clean up and m...
From MarkTechPost
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
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