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News
“Machine translation is still broken for most of the world's languages”: Cohere builds non-reasoning for a reason
23+ hour, 9+ min ago (203+ words) Cohere's North Small Translate beats DeepL and Google Translate on WMT26 across 50 languages — but commercial use requires a Model Vault license....
It passed CI. It passed your evals. The customer still got the wrong answer.
23+ hour, 31+ min ago (771+ words) Your AI agent returned a 200, passed its faithfulness check, and still answered the wrong question. The evidence that explains why lives in the trace....
The AI-native SDLC won't be one process
1+ day, 23+ hour ago (92+ words) Anthropic says code is no longer the bottleneck. It's right -- but the process that catches your agent's mistakes can't be one size for every change....
AWS open-sources Pizza Bot: email-style inbox for background AI agents
3+ day, 14+ hour ago (280+ words) Two thousand people inside Amazon used early versions - before Pizza Bot was rebuilt as a standalone community project....
Shopify spent years on React Native — then rebuilt everything in 12 weeks
3+ day, 17+ hour ago (129+ words) Shopify is ditching React Native for native mobile apps, using AI agents to rebuild its Shop app in 12 weeks and rethink how codebases are built for agents....
Red Hat AI 3.5 tackles the GPU queue that can stall AI pilots
3+ day, 20+ hour ago (508+ words) Red Hat AI 3.5 brings priority-aware GPU scheduling and tenant isolation to shared infrastructure, plus pre-deployment safety evals via EvalHub....
Stop AI code sprawl before it destroys your software design
4+ day, 1+ hour ago (450+ words) Prevent AI code sprawl and Comprehension Debt. Use Python tools like pytest-archon to enforce Executable Architecture in your CI/CD....
Claude did best on a new benchmark for agents that build agents. It still passed fewer than a quarter of the tests.
4+ day, 17+ hour ago (492+ words) Sierra has open-sourced Hyper-𝜏-bench, a follow-up to its 2024 τ-bench that tests how well AI agents can build other agents....
K2 Horizon just shipped as six new fully open models — developers aren't fully convinced
5+ day, 1+ hour ago (632+ words) Based in the Emirati capital, Abu Dhabi, the Institute of Foundation Models (IFM) introduced K2 Horizon last week. This group of six AI foundation models, ranging from 0.9 billion to 375 billion parameters, is claimed to be the “largest fully open-source fleet of…...
Harness rebuilt its Git repository for nonstop AI agent traffic
5+ day, 2+ hour ago (891+ words) As one of Harness’s field CTOs, Martin Reynolds spends much of his time asking engineering leaders one question with no easy answer. It’s how they’re keeping up with all the pull requests their coding agents now produce. One of them…...