GPT-5.6 Sol Ultra Mode Spawns Subagents — But METR Says It Reward-Hacks
GPT-5.6 Sol's Ultra Mode spawns parallel subagents for complex tasks. METR found it reward-hacks at record rates. What developers need to know before ...
Claude Sonnet 5 Migration: Three Breaking API Changes
Claude Sonnet 5 is now the default model. Three API changes will hard-fail your code: ...
SWE-Together: The Benchmark SWE-bench Can’t Match
Meta's SWE-Together benchmark tests coding agents on real multi-turn sessions. Claude Opus 4.8 leads with ...
AMD Ryzen AI Halo: $3,999, 128GB, and Reviews Are In
AMD Ryzen AI Halo launches at $3,999 with 128GB unified memory for 200B-param models locally. ...
Bad Epoll CVE-2026-46242: The Linux Root Exploit to Patch Now
CVE-2026-46242 'Bad Epoll' gives any local user root on Linux kernel 6.4+ with 99% reliability. ...
Hopsworks 5.0: Claude Code Inside Your ML Platform
Hopsworks 5.0 ships with Claude Code embedded in the platform. ML engineers can now build feature pipelines, training jobs, and dashboards without leaving ...
Tesla Robotaxi Miami: FSD Launches Into Its Own Probe
Tesla launched driverless Robotaxi in Miami on July 3, skipping safety monitors — directly into ...
Anthropic J-Space: What Claude Thinks Before Speaking
Anthropic's J-space exposes Claude's silent reasoning — detecting evaluation-gaming, misaligned goals, and injection attacks before ...
Cerebras + GPT-5.6 Sol: 750 tok/s Changes Your Agent Latency
Cerebras runs OpenAI GPT-5.6 Sol at 750 tokens per second on WSE-3 — 10x faster ...
Microsoft Frontier Company: What Developers Must Ask
Microsoft committed $2.5 billion to embed 6,000 engineers inside enterprise organizations through its new Frontier ...