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AI Briefing — Saturday, August 22, 2026

What mattered in AI on Saturday, August 22, 2026 — curated from 15+ sources.

Top stories

10 stories
tc · General

Harvard’s $699 startup bootcamp offers AI avatars of its instructors

In the HBS Foundry program, AI avatars provide feedback during practice pitches and board meetings.

tc · Agents

Inherent, founded by DeepMind alumni, says its AI ‘teammate’ just outperformed Anthropic and OpenAI at replicating research

Built by DeepMind alumni, British AI lab Inherent released Faraday, an AI agent whose ability to replicate scientific papers could be a stepping stone for innovation.

hn · LLMs

Why your local LLM feels dumber than it is

tc · Policy

OpenAI says California should strengthen its AI safety bill

OpenAI is calling for California to strengthen SB 53, an AI safety bill that the company previously opposed.

tc · Research

Frontier AI labs still won’t say how they’d contain a rogue model

A new study finds leading AI labs have few publicly documented plans for containing rogue models, raising questions about preparedness as AI systems increasingly demonstrate unexpected and potentially dangerous behavior.

hn · Agents

Munder Difflin – Agent harness to run an office of your clones

tc · LLMs

Anthropic’s Opus 4.6 is a smut-machine

Anthropic forbids its Claude models from generating sexually explicit content. But a series of tests conducted by TechCrunch found that it didn't take much to get past the restriction.

tc · General

Nvidia partners with data center developer Cloverleaf

Nvidia continues to pour money into data center development — just as AI data centers bring lots of money into Nvidia.

hn · LLMs

A week of using Codex more than Claude

tc · General

Nvidia just showed that the harness, not the AI model, is now the real hero

Nvidia research shows that AI agents can perform well, and not go off the deep end, through fine-tuning, even if the AI model isn't that great at the task.

Deep dives worth reading

hf · Research

Measuring benchmark optimization in speech recognition

hf · General

Up to 3.2x Faster Inference with LFM2.5-DSpark

hf · Agents

How Much Memory Does Your Agent Actually Need?

hf · General

Multi-Vector (Late Interaction) Embedding Models with Sentence Transformers

hf · General

Same Cluster, 33 Points More Utilization: What Changed Was the Order

Research paper of the day

arxiv · Research

Information on trajectories: martingales and random times

Accounting for information flow on the path space of trajectories of a nonnegative martingale yields exact variational identities for it, even at arbitrary random times. This recovers the widely used classical concentra…

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