41554 blogs · [
{
"id": "01a0de4a-d42a-7141-8b65-2eb460add670",
"title": "I Trained Three Models Against the Rubric I Published in January. Two Learned to Game It.",
"url": "https://subhadipmitra.com/blog/2026/rlvr-verifier-gamed/",
"published_at": "2026-09-26T00:30:00+00:00"
},
{
"id": "01a0de4a-d42a-7141-8b65-2eb461120591",
"title": "The Stateless MCP Spec Audited My Compiler, and My Confirmation Gate Failed",
"url": "https://subhadipmitra.com/blog/2026/mcp-stateless-spec-audit/",
"published_at": "2026-09-25T09:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff9117d5c56",
"title": "Your OpenAPI Spec Is Not an Agent Interface: Compiling Governed MCP Tool Surfaces",
"url": "https://subhadipmitra.com/blog/2026/api-mcp-compiler/",
"published_at": "2026-08-12T18:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff911af75ff",
"title": "Beating FP16 with 4-bit Weights: A Portable W4A16 GEMM in Triton",
"url": "https://subhadipmitra.com/blog/2026/w4a16-weight-only-gemm-triton/",
"published_at": "2026-07-20T09:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff911b0adf6",
"title": "The Activation-Cone Blind Spot, or Why Your Jailbreak Defense Can’t See Prefilling",
"url": "https://subhadipmitra.com/blog/2026/activation-cone-blind-spot/",
"published_at": "2026-07-06T09:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff912a88cfb",
"title": "What Runtime Interpretability Actually Costs, Part 1: The Case for Measuring It",
"url": "https://subhadipmitra.com/blog/2026/runtime-interpretability-cost/",
"published_at": "2026-07-02T09:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff9137c3a56",
"title": "DeepSeek DSpark: Speculation Is a Scheduling Problem",
"url": "https://subhadipmitra.com/blog/2026/deepseek-dspark-speculative-decoding-production/",
"published_at": "2026-06-29T09:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff914444d32",
"title": "Loop Engineering: Convergence Is Not Correctness",
"url": "https://subhadipmitra.com/blog/2026/loop-engineering-verifier/",
"published_at": "2026-06-21T09:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff914e2f06a",
"title": "Attention Is All You Bid: Advertising in Embedding Space",
"url": "https://subhadipmitra.com/blog/2026/attention-is-all-you-bid/",
"published_at": "2026-04-04T00:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff91566e7be",
"title": "Beating CUDA with Triton: A Fused MoE Dispatch Kernel for Mixtral and DeepSeek",
"url": "https://subhadipmitra.com/blog/2026/fused-moe-dispatch-triton/",
"published_at": "2026-03-28T11:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff915a7c81a",
"title": "Confessions vs. CoT Monitoring vs. Probes: Three Bets on Model Honesty",
"url": "https://subhadipmitra.com/blog/2026/three-bets-model-honesty/",
"published_at": "2026-03-07T00:00:00+00:00"
},
{
"id": "01a087e7-91d6-70cd-aed2-0ff916631b12",
"title": "OpenAI’s Confessions Paper Has a Blind Spot. Here’s What Fills It.",
"url": "https://subhadipmitra.com/blog/2026/openai-confessions-blind-spot/",
"published_at": "2026-02-18T10:00:00+00:00"
}
] posts Claim your blog