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NEWWiredWired Tested 6 AI Agents in a Day: Dots Leads, Gemini Spark Fails at LunchTechCrunchAnthropic files for IPO: $16.3 billion in revenue in six months, ticker ANTHabr AIYADRO bans its LLM from touching numbers and ships 10+ reports a day with no humans in the loopLatent Space (swyx)Anthropic reveals how it builds Claude with Claude: the brain separate from the handsJiqizhixin (机器之心)AI Agents Formalize 15 000 Pages of Proofs in 24 Days and Find a GapLatent Space (swyx)Anthropic Turns Claude Code Into a Platform: Claude Mods Flip the Agent HarnessarXiv cs.CVNemotron 3.5 Bolt Squeezed Into 24 GB: 74B Model Hits 84 Tokens per SecondHabr AISecurity engineer builds an MCP server in 7 days that spooks an AI agent with vulnerabilities

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LLM

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Wired Tested 6 AI Agents in a Day: Dots Leads, Gemini Spark Fails at Lunch
LLM·Wired

Wired Tested 6 AI Agents in a Day: Dots Leads, Gemini Spark Fails at Lunch

Oct 28, 2026·3 min
Anthropic files for IPO: $16.3 billion in revenue in six months, ticker ANT
LLM

Anthropic files for IPO: $16.3 billion in revenue in six months, ticker ANT

Oct 28, 2026·3 min
YADRO bans its LLM from touching numbers and ships 10+ reports a day with no humans in the loop
LLM

YADRO bans its LLM from touching numbers and ships 10+ reports a day with no humans in the loop

Oct 28, 2026·3 min
Anthropic reveals how it builds Claude with Claude: the brain separate from the hands
LLM

Anthropic reveals how it builds Claude with Claude: the brain separate from the hands

Oct 28, 2026·3 min

Robotics

All
Qwen3-8B on the Intel Core Ultra 5 226V NPU: 10.7 tok/s at 15 W and 24 dB of Noise
Robotics·Habr AI

Qwen3-8B on the Intel Core Ultra 5 226V NPU: 10.7 tok/s at 15 W and 24 dB of Noise

Qwen3-8B on all three Lunar Lake blocks in a Ninkear L20 mini PC: the NPU hits 10.7 tok/s at 1.52 J/token, the GPU is twice as fast, and the machine stays quiet…

Oct 28, 2026·3 min
Ant Lingbo draws 1855 teams to its first embodied AI challenge
Robotics·Jiqizhixin (机器之心)

Ant Lingbo draws 1855 teams to its first embodied AI challenge

Ant Lingbo's first embodied AI large-model challenge has closed its online round: 1855 teams, 3252 participants, 13 countries and 648 organizations. The finals are…

Oct 27, 2026·2 min
EmbodiedLab: robots tested on experiments, and the best one solves less than half
Robotics·Hugging Face Daily Papers

EmbodiedLab: robots tested on experiments, and the best one solves less than half

The EmbodiedLab benchmark drops an AI agent into a lab simulator: 30 experiments, 14 setups, and even the strongest agent with native control succeeds less than…

Oct 27, 2026·2 min

Startups

All
The $448 Billion Paradox: Why 95% of Corporate AI Pilots Deliver Zero P&L Impact
Opinion·Жемал Хамидун · Авторская колонка

The $448 Billion Paradox: Why 95% of Corporate AI Pilots Deliver Zero P&L Impact

According to an MIT NANDA report based on a sample of 300 public deployments and 500 surveyed executives and employees, 95% of corporate AI pilots fail to produce…

Oct 27, 2026·3 min
Top themes
014.5x Faster Product Launches and 87% Budget Savings: 3 Secure AI Architectures Under Russia's 152-FZOct 26, 2026·3 min02Shadow AI in the Enterprise: Why 90% of Security Officers Break Their Own Bans and How a 3-Zone Traffic Light System WorksOct 25, 2026·3 min0332.5 Million ₽ a Year for 300 People: How We Quantified the Real Economics of AI Adoption at a CompanyOct 21, 2026·3 min04A Company's Immune System and 7,522 Hours Saved: What Actually Worked When Rolling Out AI at AlpinaOct 20, 2026·3 min05Black Forest Labs: A 70-Person Team Takes On Silicon Valley's GiantsOct 19, 2026·2 min

Research

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AI Agents Formalize 15 000 Pages of Proofs in 24 Days and Find a Gap
Research·Jiqizhixin (机器之心)

AI Agents Formalize 15 000 Pages of Proofs in 24 Days and Find a Gap

Oct 28, 2026·2 min
AgentOrch compares two types of agents: the gap between Global and Step-by-Step has narrowed by 79%
Research·arXiv cs.AI

AgentOrch compares two types of agents: the gap between Global and Step-by-Step has narrowed by 79%

Oct 28, 2026·3 min
SLICE-Mem: LLM agent memory without generation cuts token use by 92–99%
Research·arXiv cs.CL

SLICE-Mem: LLM agent memory without generation cuts token use by 92–99%

Oct 28, 2026·2 min
Goodfire: Agentic Analysis Decodes Neurons Once Written Off as Chaos
Research·Latent Space (swyx)

Goodfire: Agentic Analysis Decodes Neurons Once Written Off as Chaos

Oct 28, 2026·3 min

Business

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Security engineer builds an MCP server in 7 days that spooks an AI agent with vulnerabilities
Business·Habr AI

Security engineer builds an MCP server in 7 days that spooks an AI agent with vulnerabilities

AppSecGate MCP runs scanners and keeps a findings database. On OWASP Juice Shop, an agent worked through 200 findings in 50 minutes for 15 rubles and fixed 56…

Oct 28, 2026·3 min
Bayer Launches Multi-Agent Engine on AgentCore: 80% of Questions Handled Without Engineers
Business·AWS Machine Learning Blog

Bayer Launches Multi-Agent Engine on AgentCore: 80% of Questions Handled Without Engineers

Bayer Crop Science built ADE on Amazon Bedrock AgentCore: 22 agents handle about 80% of questions without an engineer, and failure diagnosis dropped from an hour to…

Oct 28, 2026·3 min

Hardware

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Nemotron 3.5 Bolt Squeezed Into 24 GB: 74B Model Hits 84 Tokens per Second
Hardware·arXiv cs.CV

Nemotron 3.5 Bolt Squeezed Into 24 GB: 74B Model Hits 84 Tokens per Second

A team of 109 authors shrank Nemotron 3.5 Super VL 120B to 74B parameters and 24 GB of memory. On RTX Spark, it generates 84 tokens per second and handles agentic tasks.

Oct 28, 2026·3 min
PyTorch 2.15 speeds up MoE models on Mac by 5–6.5x and adds FP8
Hardware·Hugging Face Blog

PyTorch 2.15 speeds up MoE models on Mac by 5–6.5x and adds FP8

Oct 28, 2026·4 min
Gemma 26B fine-tuned on a 24 GB MacBook: offline assistant gets 703 of 766 right
Hardware·Habr AI

Gemma 26B fine-tuned on a 24 GB MacBook: offline assistant gets 703 of 766 right

Oct 28, 2026·4 min
XREAL launches 1 Pro+: on-device 2D-to-3D conversion at 60 frames per second
Hardware·Jiqizhixin (机器之心)

XREAL launches 1 Pro+: on-device 2D-to-3D conversion at 60 frames per second

Oct 27, 2026·2 min
Alibaba Launches Second-Generation Qwen Glasses Starting at $450
Hardware·vc.ru

Alibaba Launches Second-Generation Qwen Glasses Starting at $450

Oct 26, 2026·2 min