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Fresh podcastsDigest · Jul 12: Meta Muse, Amazon shuts Mechanical Turk, Anthropic Reflect43 minHardware · Jul 6: NVIDIA HORIZON, Anthropic's $50B raise, chip-smuggling bust34 minAI Business · Jul 6: Crusoe $3B, ElevenLabs $22B, Meta AI cloud58 minRobotics · Jul 6: Unitree H1 on AWS, NVIDIA ASPIRE, robot pharmacy51 minAll →
Anthropic Turns Claude Code Into a Platform: Claude Mods Flip the Agent Harness
LLM·Latent Space (swyx)

Anthropic Turns Claude Code Into a Platform: Claude Mods Flip the Agent Harness

Oct 28, 2026·3 min
Nemotron 3.5 Bolt Squeezed Into 24 GB: 74B Model Hits 84 Tokens per Second
Hardware

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

Oct 28, 2026·3 min
Security engineer builds an MCP server in 7 days that spooks an AI agent with vulnerabilities
Business

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

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

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

Oct 28, 2026·3 min
Liquid AI releases LFM2.5-24B-A2B: an agent model with 2B active parameters
LLM·Hugging Face Blog

Liquid AI releases LFM2.5-24B-A2B: an agent model with 2B active parameters

Liquid AI has open-sourced the weights of a 24B-parameter MoE model with only 2B active. It runs at 184 tok/s on an M5 Max laptop and at over 21K tok/s on a single…

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

Hugging Face's PyTorch team rewrote critical MPS ops in Metal: Qwen3.6-35B-A3B on an M3 Ultra jumped from 9.4 to 61.3 tokens/s, and Wan2.2 peak memory fell from 270…

Oct 28, 2026·4 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%

A benchmark of 650 enterprise SOPs and 3220 variants shows that prebuilt workflows have closed much of the accuracy gap with step-by-step agents, but have not…

Oct 28, 2026·3 min
Anthropic files S-1 for IPO at $2 trillion valuation: 85% margin, profitable Q2
Business·Latent Space (swyx)

Anthropic files S-1 for IPO at $2 trillion valuation: 85% margin, profitable Q2

Anthropic's S-1 discloses Q2 revenue of $11.6 billion (+1368%), operating profit of $974 million and an 85% gross margin. Ticker ANT, Nasdaq listing.

Oct 28, 2026·3 min
Top themes
01OpenAI Releases Decisions API: Agent Decisions Up to 10x FasterOct 28, 2026·3 min02Meta releases Muse Spark Open: 816B parameters and the lead among US open-weight modelsOct 28, 2026·3 min03SLICE-Mem: LLM agent memory without generation cuts token use by 92–99%Oct 28, 2026·2 min04Thomson Reuters engineer runs an offline coding agent on Qwen3.5 9B in the HimalayasOct 28, 2026·3 min05NVIDIA Kumo Relational Beats Supervised ML on 41 Tasks Without Any TrainingOct 28, 2026·3 min
Moonshot releases Kimi K3.1 Pro: 2.8 trillion parameters, weights due November 4
Business·Latent Space (swyx)

Moonshot releases Kimi K3.1 Pro: 2.8 trillion parameters, weights due November 4

Oct 28, 2026·3 min
Switzerland's Apertus 1.5 Gains Vision, Hearing and a 262K-Token Context Window
LLM·Hugging Face Blog

Switzerland's Apertus 1.5 Gains Vision, Hearing and a 262K-Token Context Window

Oct 28, 2026·3 min
NVIDIA Releases 120B Nemotron 3.5 Super VL and Bolt Models for Local Agents
Business·NVIDIA AI Blog

NVIDIA Releases 120B Nemotron 3.5 Super VL and Bolt Models for Local Agents

Oct 28, 2026·3 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
aiedit hides individual lines of code from an AI agent: 5 levels and 857 tests
LLM·Habr AI

aiedit hides individual lines of code from an AI agent: 5 levels and 857 tests

A Python beginner built the aiedit editor with Claude: the model sees the project but not the locked lines. Code, not a prompt, enforces it: 11K lines, 857 tests…

Oct 28, 2026·3 min
vps-forge: Agents With Root on a VPS Get Auto-Rollback, Self-Bans Drop From 7 in 60 Runs to 0
LLM·Habr AI

vps-forge: Agents With Root on a VPS Get Auto-Rollback, Self-Bans Drop From 7 in 60 Runs to 0

The open-source Agent Skill vps-forge gives agents a 5-minute dead man's switch. Across 120 benchmark runs, Opus 5.5 scores rose from 79–92 to 99–100, but each run…

Oct 28, 2026·4 min
BigSleep LLM Agent Finds 45 V8 Vulnerabilities, Fuzzilli 37, With 25% Overlap
Business·Habr AI

BigSleep LLM Agent Finds 45 V8 Vulnerabilities, Fuzzilli 37, With 25% Overlap

Project Zero compared the BigSleep LLM agent and the Fuzzilli fuzzer on V8 over six months: 45 vulnerabilities vs 37. Overlap: a quarter in the tracker, about 60% in the experiment.

Oct 28, 2026·3 min
rwkv-quant: keeping one matrix in bf16 removes 39% of RWKV-7 2.9B's quantization loss
LLM·Habr AI

rwkv-quant: keeping one matrix in bf16 removes 39% of RWKV-7 2.9B's quantization loss

Oct 28, 2026·3 min
OpenAI Releases GPT-6.1 Terra: Half the Price, Twice the Accuracy in Code
Business·OpenAI Blog

OpenAI Releases GPT-6.1 Terra: Half the Price, Twice the Accuracy in Code

Oct 28, 2026·3 min
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

Oct 28, 2026·3 min
AWS Launches Multi-Turn RL in SageMaker: gpt-oss-20b Climbs From 15% to 69% for $339
Business·AWS Machine Learning Blog

AWS Launches Multi-Turn RL in SageMaker: gpt-oss-20b Climbs From 15% to 69% for $339

Oct 28, 2026·4 min
Microsoft and Hugging Face trained Qwen3.8-27B on database-state rewards: from 38 to 107 tasks
Business·Hugging Face Blog

Microsoft and Hugging Face trained Qwen3.8-27B on database-state rewards: from 38 to 107 tasks

Oct 28, 2026·3 min
Gemma 26B fine-tuned on a 24 GB MacBook: offline assistant gets 703 of 766 right
Hardware

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

Oct 28, 2026·4 min
Cognition releases FrontierCode 2.0: the best score is just 45.5%
Business

Cognition releases FrontierCode 2.0: the best score is just 45.5%

Oct 28, 2026·3 min
Dharma-AI trimmed Qwen3-4B's vocabulary and cut inference cost by 77%
Business

Dharma-AI trimmed Qwen3-4B's vocabulary and cut inference cost by 77%

Oct 28, 2026·3 min
Codex on GPT-6.1 Sol trims its window to 828 400 but still accepted an 888-thousand-token input
LLM·Habr AI

Codex on GPT-6.1 Sol trims its window to 828 400 but still accepted an 888-thousand-token input

The config says model_context_window = 1 000 000, yet Codex reports 828 400. A 890 547-token test shows it is a history threshold, not a limit on a single input.

Oct 28, 2026·3 min
12 Pentesting Tools vs. Juice Shop: The Best AI Agent Found 5 Holes Out of 116
Business·Habr AI

12 Pentesting Tools vs. Juice Shop: The Best AI Agent Found 5 Holes Out of 116

The author ran 6 AI agents, 4 DAST scanners and a Claude + Burp MCP combo against OWASP Juice Shop's 116 vulnerabilities. The hybrid won with 9/10; headline…

Oct 28, 2026·3 min