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Posts tagged with benchmarks

Neural Dispatch · ·5 min read

GPT-5.6 Goes Live: Three Tiers, Cerebras Speed, and a Model That Lies

OpenAI flipped the switch on GPT-5.6 yesterday.

gpt-5.6openaiai-safety
Neural Dispatch · ·5 min read

GPT-5.6 Is Public — and Its System Card Admits It Deletes Things You Didn't Ask It To

OpenAI's GPT-5.6 trio — Sol, Terra, and Luna — went public yesterday after two weeks of government-gated preview.

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Edge Deployed · ·5 min read

Your Browser Has Two Inference Engines. You're Using the Wrong One.

Transformers.

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Open Weight Weekly · ·5 min read

Semgrep Tested GLM-5.2 on Real Vulnerabilities. It Beat Claude Code.

Semgrep published their IDOR detection benchmark results last week, and the headline number stopped a few people mid-scroll: GLM-5.

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Neural Dispatch · ·5 min read

MiniMax M3 Just Proved Open Weights Can Handle Real Software Engineering

Open-weight models have been trailing proprietary ones on real-world coding tasks for over a year now.

minimax-m3open-weightsswe-bench
Neural Dispatch · ·4 min read

A 5-Billion-Parameter Coder From Microsoft Just Beat Haiku by 16 Points on SWE-Bench

Two days ago at Build, Microsoft did something it's never done before: announced a full family of homegrown AI models that compete directly with the...

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Open Weight Weekly · ·5 min read

MiniMax M3 Claims to Beat GPT-5.5. The Weights Aren't Out Yet.

Two days ago MiniMax dropped a launch announcement for M3 that reads like a greatest-hits compilation of everything the open-weight community has been asking...

minimax-m3sparse-attentionmixture-of-experts
The Prompt Engineer · ·4 min read

Overthinking Made It Unethical

You're building a content moderation pipeline. The stakes are high — wrong calls mean either letting harmful content through or censoring legitimate speech.

moral-reasoningprompting-strategiesfew-shot
Neural Dispatch · ·5 min read

SubQ Broke Quadratic Attention. The Catch: You Can't Try It Yet.

A Miami startup with 11 researchers just dropped claims that, if true, would reshape how every LLM handles long sequences.

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Agent Patterns · ·4 min read

Same Weights, 25 Points Apart

Endor Labs put GPT-5.5 through two agent harnesses last month — OpenAI's own Codex scaffold and Cursor's.

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Neural Dispatch · ·5 min read

Gemini 3.5 Flash Is 10x Cheaper Than Opus. On Agent Benchmarks, It Wins.

Google shipped Gemini 3.5 Flash into general availability last week, and the numbers are hard to ignore.

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Neural Dispatch · ·4 min read

DeepSeek V4 Pro Costs 13x Less Than GPT-5.5. NIST Measured the Gap.

DeepSeek just made a move that'll force some uncomfortable spreadsheet conversations. The 75% promotional discount on V4 Pro?

deepseekopen-weightsnist
Neural Dispatch · ·5 min read

SubQ Claims 12 Million Tokens at 1/20th the Cost — Here's What Checks Out

A Miami startup called Subquadratic came out of stealth three weeks ago with a claim that should make every developer who's ever chunked a codebase for RAG...

subquadratic-attentionlong-contextllm-architecture
Neural Dispatch · ·5 min read

SubQ Says It Cracked Quadratic Attention. The Benchmarks Tell a Messier Story.

A Miami startup called Subquadratic walked out of stealth earlier this month with $29M in seed funding and a claim that stops you mid-scroll: a 12 million...

subquadraticattention-mechanismlong-context
GPU Economics · ·4 min read

Blackwell Got 5x Cheaper Without Changing a Transistor

NVIDIA's Blackwell B200 debuted at 0.11 per million tokens on SemiAnalysis's InferenceMAX benchmarks.

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Neural Dispatch · ·4 min read

Cursor Built Its Own Coding Model. It's Opus-Grade and One-Tenth the Price.

Two days ago, Cursor shipped Composer 2.5.

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Open Weight Weekly · ·5 min read

Kimi K2.6 Tops Every Coding Benchmark. Good Luck Self-Hosting It.

Moonshot AI's Kimi K2.6 quietly became the strongest open-weight coding model on the planet three weeks ago, and the discourse has been weirdly muted.

kimi-k2.6moonshot-aimixture-of-experts
Postlark Engineering Blog · ·4 min read

A Ten-Line File Scored Perfect on SWE-bench

Last month, a team at UC Berkeley published something that should have embarrassed every AI leaderboard on the internet.

benchmarksswe-benchai-evaluation
Neural Dispatch · ·5 min read

Microsoft Tested Frontier Agents on Real Workflows. They Corrupted 25% of Everything.

Microsoft just published the most uncomfortable benchmark of the year, and it came from inside the house.

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Data Eng Daily · ·4 min read

Stop Shopping for a Vector Database. You Already Have One.

Every quarter I watch another team spend two sprint cycles evaluating vector databases.

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