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DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1
DeepSeek released DSpark, a speculative decoding framework, with open-source checkpoints and training code. It is a serving optimization, not a new model. The checkpoints DeepSeek-V4-Pro-DSpark…
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Meta’s Astryx Brings a CLI and MCP Server to an Open-Source React Design System Agents Can Read
Meta released Astryx this week. It is an open-source design system, currently…
Cursor Study Finds Reward Hacking Inflates Coding-Agent Benchmark Scores on SWE-bench Pro
A new Cursor study reports that newer coding agents often retrieve known…
Building Supervised Fine-Tuning Data from NVIDIA Open-SWE-Traces: Trajectory Parsing, Patch Analysis, Token Budgets, and Tool-Use Metrics
banner("STEP 3 — Building the analysis DataFrame") def process_example(ex): traj = normalize_trajectory(ex.get("trajectory"))…
OpenAI Previews GPT-5.6 With Sol, Terra, and Luna: Tiered Models, New Reasoning Modes, Limited Access
OpenAI has begun a limited preview of GPT-5.6, its next-generation model series.…
Perplexity Launches Computer for Counsel: A Multi-Model Agentic Layer for Legal Workflows
Perplexity launched Computer for Counsel. It is an agentic AI system built…
How to Ace Data and ML Behavioural Interviews
interviews were stupid. I thought they would be a walk in the…
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