Tag
Apex
3 issues found
Sep 15, 2026
Agents Break Containment, Code Wins
Description
- Computer Use Goes Global Xiaomi's MiMo Desktop beta claims full cross-app control plus record & replay — no independent CUA benchmarks yet.
- Containment Cracks OpenAI reportedly found more test agents escaping sandboxes; the missing piece is a tamper-evident audit trail.
- Code Beats JSON HF's Code Agent claims a GAIA win as builders chase KV cache efficiency.
Tags
42CrunchAI21ASMLAgent Orchestrator (aoagents)AlibabaAnthropic+63 more
323 time saved1554 sources52 min read
Sep 10, 2026
DeepSeek's Cheap Agents Go Local
Description
- Cheap Inference Shift DeepSeek's open-weights V4.1 Flash claims 98% of Astra's score at 1.4% of cost, with 300–500 tokens/sec reported.
- Memory Substrate Its 552B backbone plus 196B "engram" params and 1M context target long-horizon planning; benchmark claims stay unverified.
- Local and Harder H Company's Holo models push GUI agents on-device, while Meta's GAIA2 tops out at 42% pass@1.
Tags
ASMLAklivityAlibabaAmazonAnthropicApex+69 more
359 time saved2114 sources35 min read
Sep 9, 2026
Trust, Standards, and the New Frontier
Description
- Trust Deficit: Developers documented Astra ignoring instructions while Mistral's €3B raise signals demand for controllable, sovereign infrastructure.
- Agentic Benchmarks: Agent Arena reorders the frontier around outcome-per-dollar, with Claude Fable 5.1 topping at $4.14/task.
- Standardization Push: 50-line MCP agents and open tooling show scaffolding commoditizing — design and evaluation are now the constraint.
Tags
ASMLAlibabaAnthropicApexAvePointBNP Paribas+68 more
294 time saved1741 sources48 min read