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Glean benchmark: Off-the-shelf MCP costs 30% more tokens than indexed context

Glean benchmark: Off-the-shelf MCP costs 30% more tokens than indexed context

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2 min read
Claude Code Doubles Usage Limits After 80x Growth Surge

Claude Code Doubles Usage Limits After 80x Growth Surge

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4 min read
CLAUDE.md for Mobile: How One File Fixes Claude Code's CSS Blindspot

CLAUDE.md for Mobile: How One File Fixes Claude Code's CSS Blindspot

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3 min read
CMU Benchmark: Claude Mythos Hits 9.9/16 on V8 Exploits, GPT-5.5 Trails at 5.5

CMU Benchmark: Claude Mythos Hits 9.9/16 on V8 Exploits, GPT-5.5 Trails at 5.5

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3 min read
CoreWeave, Nebius Earnings Show AI Race Shifts From GPUs to Power

CoreWeave, Nebius Earnings Show AI Race Shifts From GPUs to Power

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3 min read
Claude Code solo build: 275 tests, 6 vendor adapters, 6-month onboarding

Claude Code solo build: 275 tests, 6 vendor adapters, 6-month onboarding

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3 min read
Collider-Bench Tests LLM Agents on LHC Analysis Reproduction

Collider-Bench Tests LLM Agents on LHC Analysis Reproduction

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2 min read
Anthropic Leases xAI's Colossus 1 After Mixed-Architecture Flaw Blocked

Anthropic Leases xAI's Colossus 1 After Mixed-Architecture Flaw Blocked

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2 min read
Cerebras IPO Challenges GPU Scaling Orthodoxy

Cerebras IPO Challenges GPU Scaling Orthodoxy

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2 min read
Anthropic Ejects Programmatic Claude Use From Pro Subscriptions

Anthropic Ejects Programmatic Claude Use From Pro Subscriptions

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2 min read
US Clears Nvidia H200 Sales to 10 China Firms, Reversing Ban

US Clears Nvidia H200 Sales to 10 China Firms, Reversing Ban

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2 min read
Cerebras Shares Open at $385, 108% Above $185 IPO Price

Cerebras Shares Open at $385, 108% Above $185 IPO Price

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3 min read
Claude Code `/goal` Enables Autonomous Dev Loops With Evaluator Check

Claude Code `/goal` Enables Autonomous Dev Loops With Evaluator Check

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3 min read
CLAUDE.md Wastes 7K+ Tokens Per Turn; Skills Cut to 50

CLAUDE.md Wastes 7K+ Tokens Per Turn; Skills Cut to 50

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5 min read
Permission-first CLAUDE.md kit aims to fix agent overreach

Permission-first CLAUDE.md kit aims to fix agent overreach

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3 min read
Claude Mythos Clears All UK Cyberattack Simulators, Doubling Speed Revised

Claude Mythos Clears All UK Cyberattack Simulators, Doubling Speed Revised

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3 min read
Hermes Agent's Three-Tier Memory Cuts Context Bloat, Keeps 2,200-Char Core

Hermes Agent's Three-Tier Memory Cuts Context Bloat, Keeps 2,200-Char Core

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4 min read
UK AI Safety Institute: Cyber Capability Doubling Every 4.5 Months

UK AI Safety Institute: Cyber Capability Doubling Every 4.5 Months

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3 min read
Anthropic Deprecates Fixed Thinking Budgets, Forces Adaptive Mode

Anthropic Deprecates Fixed Thinking Budgets, Forces Adaptive Mode

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4 min read
Claude Code Enforces Programmatic API Tiers, 10x Cost Hikes Reported

Claude Code Enforces Programmatic API Tiers, 10x Cost Hikes Reported

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3 min read
DPAA Debiases GNN Recommenders by Reweighting Message Passing

DPAA Debiases GNN Recommenders by Reweighting Message Passing

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2 min read
Nuclear Supplier Boosts Outlook on AI Data Center Demand

Nuclear Supplier Boosts Outlook on AI Data Center Demand

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3 min read
NHN Deploys 7,656-GPU AI Cluster in Seoul

NHN Deploys 7,656-GPU AI Cluster in Seoul

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3 min read
Hermes Agent Hits 140K GitHub Stars, Nvidia RTX as Local Inference Bedrock

Hermes Agent Hits 140K GitHub Stars, Nvidia RTX as Local Inference Bedrock

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3 min read
Nokia Deploys Agentic AI Agents Across Fixed Network Platforms

Nokia Deploys Agentic AI Agents Across Fixed Network Platforms

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3 min read
AI Data Centers Face 4-Year Post-Approval Delays, PJM Data Shows

AI Data Centers Face 4-Year Post-Approval Delays, PJM Data Shows

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2 min read
Amazon Employees Inflate AI Token Use to Hit Internal Targets

Amazon Employees Inflate AI Token Use to Hit Internal Targets

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3 min read
GitHub Secret Scanning Now Supports MCP Server in GA

GitHub Secret Scanning Now Supports MCP Server in GA

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2 min read
Anthropic Research Cuts Agent Misalignment With 7 System Prompt Lessons

Anthropic Research Cuts Agent Misalignment With 7 System Prompt Lessons

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3 min read
Claude Code Plugin Deploys 17-Agent SDLC Team With Orchestrator

Claude Code Plugin Deploys 17-Agent SDLC Team With Orchestrator

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3 min read
Satellite Data Reveals 37 New AI Data Center Sites Under Construction Globally

Satellite Data Reveals 37 New AI Data Center Sites Under Construction Globally

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2 min read
OpenAI Launches Daybreak Cyber Initiative to Rival Anthropic's Glasswing

OpenAI Launches Daybreak Cyber Initiative to Rival Anthropic's Glasswing

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3 min read
Claude Code's File-Deletion Track Record Spurs Community Safety Guide

Claude Code's File-Deletion Track Record Spurs Community Safety Guide

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3 min read
CLAUDE.md Explained: How Anthropic's Agent Memory Works

CLAUDE.md Explained: How Anthropic's Agent Memory Works

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3 min read
Claude Code v2.1.139: Agent View and /goal Command Ship

Claude Code v2.1.139: Agent View and /goal Command Ship

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3 min read
SoftBank to Build Water-Based Batteries for AI Data Centers by 2028

SoftBank to Build Water-Based Batteries for AI Data Centers by 2028

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2 min read
Rural Data Centers Bypass City Bans, Shift $2B Grid Cost to Maryland Ratepayers

Rural Data Centers Bypass City Bans, Shift $2B Grid Cost to Maryland Ratepayers

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3 min read
CNAS Report: AI Hits Silicon Wall as Chip Supply Trails $700B CapEx

CNAS Report: AI Hits Silicon Wall as Chip Supply Trails $700B CapEx

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2 min read
Claude Code quota proxy exposes unified Opus/Sonnet pool

Claude Code quota proxy exposes unified Opus/Sonnet pool

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3 min read
Nvidia Blackwell CLC Boosts GEMM Tile Scheduling by 15% Over Static Persistence

Nvidia Blackwell CLC Boosts GEMM Tile Scheduling by 15% Over Static Persistence

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3 min read
Anthropic Launches Claude Platform on AWS — AWS Billing, IAM, CloudTrail

Anthropic Launches Claude Platform on AWS — AWS Billing, IAM, CloudTrail

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3 min read
Four years of AI coding: speed gains, cognitive atrophy, rate-limit panic

Four years of AI coding: speed gains, cognitive atrophy, rate-limit panic

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3 min read
Spec Kit + Claude Code: Spec-First Dev Hits 90% First-Pass Acceptance

Spec Kit + Claude Code: Spec-First Dev Hits 90% First-Pass Acceptance

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2 min read
Two-Tower vs Vector DB + LLM: Which Wins for RecSys at Scale?

Two-Tower vs Vector DB + LLM: Which Wins for RecSys at Scale?

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3 min read
SAEs Predict Agent Tool Failures Before Execution, Paper Shows

SAEs Predict Agent Tool Failures Before Execution, Paper Shows

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3 min read
Simple Graph Heuristic Beats Generative Recommenders on 10 of 14 Benchmarks

Simple Graph Heuristic Beats Generative Recommenders on 10 of 14 Benchmarks

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3 min read
Agentick Benchmark: GPT-5 Mini Tops at 0.309, No Agent Paradigm Dominates

Agentick Benchmark: GPT-5 Mini Tops at 0.309, No Agent Paradigm Dominates

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2 min read
RRCM Uses GRPO to Decide When to Retrieve for LLM Recommendation

RRCM Uses GRPO to Decide When to Retrieve for LLM Recommendation

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2 min read
Snapdragon X2 Elite Beats Intel Arrow Lake for AI Coding Agents

Snapdragon X2 Elite Beats Intel Arrow Lake for AI Coding Agents

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3 min read
Google CodeWiki Turns GitHub Repos Into Interactive Docs

Google CodeWiki Turns GitHub Repos Into Interactive Docs

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2 min read
mlx-audio v0.4.3 Ships 6 New TTS Models, Slimmer Deps

mlx-audio v0.4.3 Ships 6 New TTS Models, Slimmer Deps

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2 min read
Floci Open-Sources AWS Emulator: 13 MiB, 45 Services, Sub-Second Boot

Floci Open-Sources AWS Emulator: 13 MiB, 45 Services, Sub-Second Boot

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2 min read
AMD ROCm Performance Jumps 75x in 14 Days Post-DeepSeek v4

AMD ROCm Performance Jumps 75x in 14 Days Post-DeepSeek v4

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2 min read
Claude Code's Six-Layer Architecture: Harness, Not Magic

Claude Code's Six-Layer Architecture: Harness, Not Magic

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3 min read
Hermes Agent Gets Desktop App for Autonomous AI Workflows

Hermes Agent Gets Desktop App for Autonomous AI Workflows

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2 min read
MCP vs CLI Debate Resolved by Anthropic's Code Mode: 98.7% Token Drop

MCP vs CLI Debate Resolved by Anthropic's Code Mode: 98.7% Token Drop

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3 min read
Georgia Tech Finds AI Knows When You're Wrong — Agrees Anyway

Georgia Tech Finds AI Knows When You're Wrong — Agrees Anyway

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2 min read
Claude Mythos Preview Doubles METR Time Horizon at 80% Success

Claude Mythos Preview Doubles METR Time Horizon at 80% Success

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3 min read
Wireless Brain Implant Restores Sight in Third Human Patient

Wireless Brain Implant Restores Sight in Third Human Patient

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2 min read
Blockify Cuts RAG Corpus by 40x, Boosts Retrieval 2.3x

Blockify Cuts RAG Corpus by 40x, Boosts Retrieval 2.3x

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2 min read
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