want an engineering philosophy truly built for the AI age?
— Dan Shipper 📧 (@danshipper) 27 mars 2026
use compound engineering: pic.twitter.com/TIPzJ6CihI
want an engineering philosophy truly built for the AI age? use compound engineering:
RESEARCH
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Compound Engineering: A Philosophy Built for the AI Age
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SAM 3.1 Object Multiplexing: Track 16 Objects Simultaneously
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The core innovation in SAM 3.1 is object multiplexing, allowing the model to track up to 16 objects in a single forward pass. Previously, each object required its own dedicated pass, but with multiplexing, SAM 3.1 processes all tracked objects together, eliminating redundant
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SAM 3.1: Object Multiplexing Enhances Video Processing Efficiency
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We’re releasing SAM 3.1: a drop-in update to SAM 3 that introduces object multiplexing to significantly improve video processing efficiency without sacrificing accuracy. We’re sharing this update with the community to help make high-performance applications feasible on smaller,
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Joint training of harness and model for effective optimization
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Harness and model are trained together, others are less effective, e.g. by not having an apply_patch function.
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World’s Largest Intelligence Factory Emerges Global Constraints
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Yes, it is the world’s largest Intelligence Factory. And everyone (everyone) will be Intelligence-constrained. https://
youtu.be/87ctrQefN7w?si
=w_e8uXMY4VUJis6B
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MiniMax AI 2.5 Cloud Release: Developers Share First Test Ideas
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Since @MiniMax_AI 2.5 is available on our cloud —devs, we have a question for you. What’s the first thing you’d test with the upgraded algorithm?
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90% Synthetic Content Milestone Reached by 2025
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In my 2020 book ‘Deepfakes,’ I included an estimate by @vriparbelli that 90% of content would be ‘synthetic’ by 2030. He later revised his timeline to 90% by 2025. He was 100% correct.
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Claude Code with HF Papers CLI for Autoresearch
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Claude code using HF papers CLI to do autoresearch
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SlopCodeBench: New Benchmark for Code Quality Degradation in AI Agents
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Really excited to have the SlopCodeBench paper out—awesome work from @GOrlanski! Gabe Orlanski (@GOrlanski) We found that agents generate progressively worse code with each iteration. Real developers do not. SlopCodeBench is the only eval that faithfully measures quality degradation on iterative, long-horizon coding tasks. arxiv.org/abs/2603.24755 scbench.ai 🧵 — https://nitter.net/GOrlanski/status/2037560777356238881#m
→ View original post on X — @snorkelai, 2026-03-27 16:28 UTC
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Z AI Releases GLM-5.1, Open-Source Expected Soon
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Z AI released GLM-5.1 and made it available to all GLM Coding Plan users. It is also expected to be open-sourced in the first half of April.