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Tips, guides, and insights on AI teammates, smarter support, and building better teams.

Illustration of a compact model chip routing a token down two lit expert paths out of many dim ones, for an Inkling-Small explainer
Trending

Inkling-Small explained: a 276B model with 12B doing the work

What Inkling-Small actually is: a 276B/12B open-weights MoE from Thinking Machines, the context window the docs and the providers disagree on, what a million tokens really costs, and where it belongs in a support stack.

Rama Adi NugrahaRama Adi NugrahaAug 4, 2026
Line illustration of a support agent on a headset next to the Grok logo, with a voice waveform in a speech bubble
Trending

Grok Voice Think Fast 2.0: what changed and what it costs

Grok Voice Think Fast 2.0 scores 82.9% on the Artificial Analysis speech-to-speech index and answers in 0.70s. It also costs 60% more per minute, and the default alias flips to it on August 5.

Rama Adi NugrahaRama Adi NugrahaAug 4, 2026
Illustration of two reviewers weighing up generated image panels on a set of scales, representing a FLUX 3 review
Trending

FLUX 3 review: strong evidence, nothing to buy yet

A FLUX 3 review of the only thing you can actually review right now: the evidence. The research holds up better than the launch post. The product does not exist yet.

Alicia Kirana UtomoAlicia Kirana UtomoAug 4, 2026
Illustration comparing a small ordered model core against a much larger tangled one, for an Inkling-Small review
Trending

Inkling-Small review: a quarter the size, and mostly as smart

A hands-on Inkling-Small review: it out-codes its own 975B parent at a quarter the size and a quarter the price, and then falls off a cliff on factuality. Here's what that trade actually costs you.

Alicia Kirana UtomoAlicia Kirana UtomoAug 4, 2026
A developer choosing between model cards, with the DeepSeek whale card in the centre surrounded by rival models
Alternatives

The 8 best DeepSeek V4 Flash alternatives in 2026

Eight real DeepSeek V4 Flash alternatives, compared on the numbers. Nobody switches for price or speed, so this ranks them by the four gaps Flash actually has.

Kurnia Kharisma Agung SamiadjieKurnia Kharisma Agung SamiadjieAug 4, 2026
Illustration of a reviewer comparing image and video generation panels, representing FLUX 3 alternatives
Alternatives

FLUX 3 alternatives: 8 models you can actually buy today

FLUX 3 has no price and no API yet. Here are 8 image and video models with published rate cards, priced on the exact clip Black Forest Labs benchmarked.

Kurnia Kharisma Agung SamiadjieKurnia Kharisma Agung SamiadjieAug 4, 2026
A reviewer looking at a verdict scorecard with two effort dials labelled low and max, beside the DeepSeek whale
Trending

DeepSeek V4 Flash review: one model, two personalities

A DeepSeek V4 Flash review built on the numbers both scoreboards publish. The cheap run and the smart run are the same weights, and that changes the verdict.

Riellvriany IndriawanRiellvriany IndriawanAug 4, 2026
Illustration of one model producing image, video and audio panels, representing FLUX 3 from Black Forest Labs
Trending

FLUX 3: what Black Forest Labs actually shipped

FLUX 3 is one model for image, video, audio and robot actions. It also has no API, no price and no open weights yet. Here is what you can and cannot get.

Rama Adi NugrahaRama Adi NugrahaAug 4, 2026
Illustration of a very long cat stretching beside two people reviewing a scorecard, with the LongCat logo
Trending

LongCat 2.0 review: a real workhorse with one hard blocker

I graded LongCat 2.0 on seven things a buyer actually cares about, using Meituan's own files and the people who ran billions of tokens through it. It scores well on six.

Alicia Kirana UtomoAlicia Kirana UtomoAug 4, 2026

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