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TOWARD//AGI

Transmission 001 — the frontier, decoded

Dispatches from
the road to AGI.

News, trends, education, and deep dives on the models shaping what comes next — with a live radar that catches every release within hours.

109

models tracked

71

dispatches published

2

contributors

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// featured dispatch

Lead story

THREE-KINDS-OF-SMART
Deep Dive

Three Kinds of Smart: Why 'Best Model' Is a Category Error

Raw intelligence, SWE effectiveness, and flash-tier quality for real-world work are three different competitions — and the leaderboard keeps conflating them. A map of who actually holds what.

Toward AGI Editorial3 min

// fresh signal

Latest dispatches

AUTO-ANTHROPIC-CLAUDE-FABLE-5-1-BATCH
Model Release

anthropic/Anthropic: Claude Fable 5.1 (batch) — Radar Contact

Automated radar contact for anthropic/Anthropic: Claude Fable 5.1 (batch), a text-generation model detected on openrouter.

1 min read
AUTO-ANTHROPIC-CLAUDE-FABLE-5-1
Model Release

anthropic/Anthropic: Claude Fable 5.1 — Radar Contact

Automated radar contact for anthropic/Anthropic: Claude Fable 5.1, a text-generation model detected on openrouter.

1 min read
AUTO-DEEPSEEK-DEEPSEEK-V4-1-FLASH
Model Release

deepseek/DeepSeek: DeepSeek V4.1 Flash — Radar Contact

Automated radar contact for deepseek/DeepSeek: DeepSeek V4.1 Flash, a text-generation model detected on openrouter.

1 min read
AUTO-DEEPSEEK-DEEPSEEK-V4-FLASH-0731-BAT
Model Release

deepseek/DeepSeek: DeepSeek V4 Flash 0731 (batch) — Radar Contact

Automated radar contact for deepseek/DeepSeek: DeepSeek V4 Flash 0731 (batch), a text-generation model detected on openrouter.

1 min read
AUTO-DEEPSEEK-DEEPSEEK-V4-FLASH-VISION-E
Model Release

deepseek/DeepSeek: DeepSeek V4 Flash Vision Exp (batch) — Radar Contact

Automated radar contact for deepseek/DeepSeek: DeepSeek V4 Flash Vision Exp (batch), a text-generation model detected on openrouter.

1 min read
AUTO-DEEPSEEK-DEEPSEEK-V4-FLASH-VISION-E
Model Release

deepseek/DeepSeek: DeepSeek V4 Flash Vision Exp — Radar Contact

Automated radar contact for deepseek/DeepSeek: DeepSeek V4 Flash Vision Exp, a text-generation model detected on openrouter.

1 min read

// live feed

The Model Radar

radar — recent acquisitionslive

$ watching huggingface · openrouter

sweep 06h

// the mission

“The most important technology of our lifetime is being built in public. Someone should be paying attention — carefully, critically, and in plain language.”

Read the manifesto →

// open channel

Write the future with us.

Toward AGI is an open publication. Researchers, engineers, and close observers of the field are invited to publish. Bring a sharp take; we bring the audience and the editing.

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