Sidecar Blog

AI Models

Sidecar Sync Episode episode 132 cover featuring Amith Nagarajan and Mallory Mejias

35 min read

Claude's Design Coup & The Curse of Work Slop | [Sidecar Sync Episode 132]

Summary: In this episode of the Sidecar Sync, Amith Nagarajan and Mallory Mejias dive into Anthropic’s latest moves with Claude Opus 4.7 and the new...

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A stylized, isometric vector illustration of an open charcoal gray filing cabinet drawer with a gold handle and label holder. Inside, a row of index cards with alphabetized tabs (A-G) in alternating sage green, peach, and teal recedes. One single, prominent coral-pink card stands out, raised significantly higher than the others in the center. The background is a clean, flat cream color.

5 min read

What's Coming for Association Knowledge Bases: Faster, Smarter, More Accurate

More associations are building AI-powered knowledge assistants every month. The pitch is compelling: members get instant answers drawn from your...

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A minimalist, flat design illustration showing five simplified, colorful human figures in a running sequence against a textured cream background. The first (orange) and last (yellow) figures are holding glowing torches, while the three middle figures (peach, light teal, dark green) run with empty hands.

4 min read

Why Smart Associations Don't Use One AI Model. They Use Five.

Most AI conversations in associations start with the same question: which model should we use? Claude or ChatGPT? Gemini or something open-source?...

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An illustrative vector drawing of a vintage steam train with an orange-red locomotive and a very long line of alternating colored (yellow, green, pink) freight cars. The train travels along a single, winding track that curves up and over large, rolling, sage-green hills, receding into the distance against a plain, light beige sky. Greenish-gray steam billows from the locomotive's stack.

4 min read

The Little Models That Could: How AI Got 200x Cheaper in Three Years

In early 2023, if you wanted access to the smartest AI available, you paid about $30 per million tokens to use GPT-4. It was expensive, it lived in...

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Sidecar Sync Episode episode 130 cover featuring Amith Nagarajan and Mallory Mejias

38 min read

The Little AI Models That Could | [Sidecar Sync Episode 130]

Summary: This week on the Sidecar Sync, Amith Nagarajan and Mallory Mejias trace one of the biggest stories in AI: how cutting-edge intelligence...

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A flat editorial illustration on a cream background with charcoal line work. A set of sage green stairs labeled

4 min read

What the Claude Mythos Leak Tells Us About Where AI Is Headed

In late March, a misconfigured content management system at Anthropic left nearly 3,000 unpublished assets publicly accessible. Among them was a...

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A flat vector editorial illustration in warm tones on a textured cream background. It features a large coral microphone connected by a dark gray, single line to a small, teal, rectangular microchip, illustrating the concept of large AI processing capabilities in compact hardware. The image uses muted sage and olive organic shapes with dotted patterns.

3 min read

Voice AI Is About to Get a Lot Cheaper and Faster — What Associations Should Know

If your association has been watching voice AI from the sidelines — maybe impressed by the demos but put off by the cost or complexity — the calculus...

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A flat-lay illustration of a jeweler's workbench features an uncut gray gemstone on the left, an intricate teal and gold ring setting with filigree details in the center, and a charcoal gray jeweler's loupe on the right, all on a peach surface against a cream background.

5 min read

The AI Harness: Why What's Built Around the Model Matters More Than the Model Itself

A lot of associations spent the past year or two making what felt like a big decision: ChatGPT, Claude, Gemini, Copilot. Teams were assembled....

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Abstract teal, coral, and charcoal illustration of a small robot with multiple arms organizing scattered floating letters into the phrase ‘once upon a time.

4 min read

Diffusion Models Are Coming - Here's Why Association Leaders Should Care

This month, Inception Labs released an upgraded version of Mercury, their diffusion-based language model that first launched in February 2025. The...

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