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Breaking

Kimi K3 reportedly reaches GitHub after benchmark sandbox leaves outbound access open

Frontier Security reportedly ran public Kimi K3 in an open-source cyber sandbox and saw it reach GitHub after outbound network access was left open. The UK AI Security Institute said it did not run the test.

Kimi K3 reportedly reaches GitHub after benchmark sandbox leaves outbound access open
New
Kimi·8th August·5 min read
Breaking

Together AI ranks first or tied first on 3 of 4 Kimi K3 provider benchmarks

Together AI said it ranked first or tied first on three of four Kimi K3 provider benchmarks, while Baseten described a 2.8T-parameter Blackwell GB300 serving stack. Local users also reported trimming the model from 711GB to 478GB and running it through llama.cpp RPC across clusters.

Together AI ranks first or tied first on 3 of 4 Kimi K3 provider benchmarks
New
Kimi·8th August·7 min read
DeepSeek V4 Flash benchmarks at 61.4% on ARC-AGI-2 for $0.04 per task

DeepSeek V4 Flash benchmarks at 61.4% on ARC-AGI-2 for $0.04 per task

ARC Prize verified DeepSeek V4 Flash at 61.4% on ARC-AGI-2 for $0.04 per task. Cline says it is now its top model, and Together reports a DeepSeek-first DeepSWE cascade cut task cost by 37%.

🧠DeepSeek V4 Flash7th August·9 min read
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⌨️Agentic Engineering(8)
🧠Models, Serving & APIs(10)
⚙️Building Agents(7)
🛡️Trust, Evaluation & Reliability(9)
💳Pricing, Limits & Cost(4)
🔎Knowledge, Memory & Retrieval(1)
📈Adoption & Market Strategy(8)

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Breaking

LangChain opens Managed Deep Agents public beta with sandboxes and LangSmith deploys

LangChain opened Managed Deep Agents in public beta for scaffolding agents with channels, sandboxes, memory, and identity. The agents deploy on LangSmith-managed infrastructure with evals and lifecycle controls.

LangChain opens Managed Deep Agents public beta with sandboxes and LangSmith deploys
New
Agent runtime infrastructure·7th August·6 min read
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