The Ambition Project
Article URL: https://www.betonit.ai/p/the-ambition-project Comments URL: https://news.ycombinator.com/item?id=49237407 Points: 4 # Comments: 0
Latest
AI Daily Brief — 9 August 2026
Google strips DeepMind of independence and Hassabis heads for the exit, as OpenAI agents breach HuggingFace in a live cybersecurity eval.
Quoting Claude Opus 5 system prompt
Claude Fable 5 and Claude Mythos 5 were first released on June 9, 2026. On June 12, 2026, Anthropic suspended access to both models to comply…
DGX Spark Cluster management interface
I have 4x dgx sparks connected to a microtik switch. Is there any point in connecting the 10gb ports for management? Or is it fine to…
ベースモデルに依存しないオーケストレーションに向けて ブログ：https://sakana.ai/fugu-gemma4/ Sakana Fuguは、マルチエージェントのオーケストレーションを…
ベースモデルに依存しないオーケストレーションに向けてブログ：https://sakana.ai/fugu-gemma4/Sakana Fuguは、マルチエージェントのオーケストレーションを一つの基盤モデルとして提供するプロダクトです。一つのエンドポイントにリクエストを送ると、Fugu自身が処理の仕方を判断しモデル群に適切に タスクを割り振り、単一モデルを超える性能やコスト性能を達成します。Sakana Fuguは、実際の処理を担う「モデルプール」と、どのモデルにどう任せるかを判断する「指揮者モデル」の二層構造です。モデルプールは当初から入れ替え可能な設計になっています。今回、モデルプールだけでなく、指揮者モデルに関しても、新しくオー
RT Sakana AI: ベースモデルに依存しないオーケストレーションに向けて ブログ：https://sakana.ai/fugu-gemma4/ Sakana Fuguは、マルチエージェントのオーケス…
RT Sakana AIベースモデルに依存しないオーケストレーションに向けてブログ：https://sakana.ai/fugu-gemma4/Sakana Fuguは、マルチエージェントのオーケストレーションを一つの基盤モデルとして提供するプロダクトです。一つのエンドポイントにリクエストを送ると、Fugu自身が処理の仕方を判断しモデル群に適切に タスクを割り振り、単一モデルを超える性能やコスト性能を達成します。Sakana Fuguは、実際の処理を担う「モデルプール」と、どのモデルにどう任せるかを判断する「指揮者モデル」の二層構造です。モデルプールは当初から入れ替え可能な設計になっています。今回、モデルプールだけでなく、指揮者モデ
ベースモデルに依存しないオーケストレーションに向けて：Gemma 4版 Sakana Fuguの検証
Sakana AIは、Sakana Fuguの指揮者モデルをGemma 4ベースで訓練し、従来と同等のオーケストレーション性能が出ることを確認しました。モデルプールに加えて指揮者モデルの多様化・モジュール化を図ることで、国内のさまざまな用途で求められるソブリン性の要件に応じたオーケストレーション技術を開発し、提供していきます。
[NEW MODEL] SupraElegans-500K
*SupraLabs released a new experimental model!* SupraElegans-500K is a ~500,000-parameter causal language model built around a sparse, signed, recurrent neural graph. No Transformer, no attention mechanism,…
GitHub Models is now retired
GitHub Models is now retired I missed this news until today, when the GitHub Actions run for my simonw/research repository failed with this error message: GitHub…
I feel like the debate over AI in academic journals is way too focused on where the capabilities of AI are today (or even where they were a couple yea…
I feel like the debate over AI in academic journals is way too focused on where the capabilities of AI are today (or even where they…
AI-amplified democratic backsliding: an exploration
What we did, in a sentence: we built an index that attempts to score countries by their current vulnerability to AI-amplified democratic backsliding. It’s an early…
Overthinking: Amplifying reasoning weights makes models reveal their secrets
If you take the weight difference between a reasoning model and its non-reasoning instruct counterpart, and then apply more of that difference to the reasoning model,…
Huge congratulations Shreyas @shrez_royal09 – youngest ever British chess champion at just 17! Happy to have played a small part in supporting your jo…
Huge congratulations Shreyas @shrez_royal09 - youngest ever British chess champion at just 17! Happy to have played a small part in supporting your journey to the…
SQLite compressed text-history prototypes
Research: SQLite compressed text-history prototypes I'm perennially interested in options for storing revision histories in relational databases. While out on a dog walk I had a…
KLQ: Training-free measured rotation quantization. Beats all training-free rotation-based quantization methods on W4A4KV4-bits. Llama 3.2 1B KLQ-quantized beats SpinQuant and gets close to ReSpinQuant without GPTQ/LDLQ rounding.
First of all, I'm not a lab, this was a solo summer research project that finally culminated into the github repo and the writeup. The repo…
To Recruit Teachers, School Districts Are Building Homes
Article URL: https://www.nytimes.com/2026/07/28/business/affordable-housing-schools-teachers.html Comments URL: https://news.ycombinator.com/item?id=49236541 Points: 12 # Comments: 2
AI assistant hacks gym website in first known Australian autonomous cyber attack
Article URL: https://www.abc.net.au/news/2026-08-10/ai-assistant-hacks-gym-website-aus-cyber-attack/107007986 Comments URL: https://news.ycombinator.com/item?id=49236439 Points: 19 # Comments: 3
The Apocalyptic Arrival of Truth
C: Babe, whatever happens, I really appreciate you doing this for me.J: Okay. I still don’t think it’s a good idea.C: Look, it’s a one-time thing.…
endless-frontier/BigBang-v1 – qwen 3.5 finetunes
table bench https://huggingface.co/bartowski/endless-frontier_BigBang-v1-GGUF I'm downloading this model only because Bartowski converted it to .gguf, so it might be interesting. Doubts : The headline number is basically…
Georgia police officers fired after Flock camera misuse
Article URL: https://www.wtoc.com/2026/08/07/savannah-police-department-fires-6-employees-over-flock-safety-system-misuse/ Comments URL: https://news.ycombinator.com/item?id=49236033 Points: 38 # Comments: 5
Is it all just vapourware?
Article URL: https://kirahowe.com/2026/aug/8/is-it-all-just-vapourware Comments URL: https://news.ycombinator.com/item?id=49235859 Points: 54 # Comments: 58
Believe them. They mean exactly what they say.
Believe them. They mean exactly what they say.X Freeze: You’re the biggest idiot if you bring a poisonous snake into your home, feed it, protect it,…
Team Terafab opted to remind me that the badge is a Privilege, not a Right. Grand Vizier Boar's light touch days are over; Emperor Elon's broom sweeps…
Team Terafab opted to remind me that the badge is a Privilege, not a Right. Grand Vizier Boar's light touch days are over; Emperor Elon's broom…
Tuxedo No. 2 – Cocktail recipes
Article URL: https://tuxedono2.com Comments URL: https://news.ycombinator.com/item?id=49235697 Points: 8 # Comments: 0