Francesco Gallo

Oggi è un giorno tristissimo. Se n'è andato non solo un grande atleta, ma un uomo dai valori rari: umiltà, dedizione e una serietà professionale fuori dal comune. Juventus esprime il proprio cordoglio per la scomparsa di Alex Manninger e si stringe alla famiglia in questo momento di dolore.

I just love the language of this study...it speaks of the shifting "community language"...and that is so true...have you noticed the new "community language" is "harness", it was "contextual prompting" before that... For now, the center of gravity in AI agents has shifted — and this diagram captures it perfectly. Think of LLM agent capabilities as three stacked layers: Weights ... Where it all started. Pretraining, fine-tuning, RLHF, scaling laws, alignment. This was the 2022 conversation. Context ... The 2023-2024 wave. RAG, memory, long context, chain-of-thought, prompting, and context engineering became the focus. How do we get the right information to the model? Now, Harness ... Where the conversation lives now. MCP, tool ecosystems, function calling, agent infrastructure, protocols, skills, A2A, multi-agent orchestration, workflow graphs, and security. The pattern? Community attention has moved steadily outward, from what's inside the model, to what surrounds it, to the infrastructure that connects and orchestrates it all. The models themselves are becoming a commodity. The differentiation is increasingly in the harness layer, how you wire agents together, what tools they can use, and how they coordinate. We've gone from "how do we make the model smarter?" to "how do we make the system around the model smarter?" That's the real shift. Source: arxiv.org/pdf/2604.08224 This aligns with an excellent blog from @hwchase17 ➡️x.com/hwchase17/stat…

Human-level general intelligence is achieved when an AI system can approach a new task and figure it out, without human intervention, *with the same learning efficiency as humans*. If every new task requires human intervention, it's not general. If every new task requires brute-forcing, it's not human-level.

Grazie, Torino!!!! 🇮🇹❤️❤️❤️❤️

𝐂𝐑 𝟗𝟓𝟎. ⏳❤️‍🔥 #FazHistória

Mandatory reminder to those who think learning programming is useless because of AI.

Today at #BetterSoftware Conference organized by @grusp lots of exciting talks, discussions and networking opportunities about #GreenSoftware, sustainability and more

Jannik Sinner's job is tennis. And business is good.

Roger Federer went 41-9 in his first 50 Grand Slam hardcourt matches. Jannik Sinner went 41-9 in his first 50 Grand Slam hardcourt matches.

Tanti auguri, Michele! 🥳

FFmpeg 8.0 “Huffman” Open-Source Multimedia Framework Released with AV1 Vulkan Encoder, VVC VA-API Decoding, and More 9to5linux.com/ffmpeg-8-0-huf… @FFmpeg #OpenSource #Linux

Very true

The city of Turin paying a tribute to the #1 🎾 Jannick Sinner 🇮🇹 after winning Wimbledon

Capitano. ©️

You can't automate what you don't understand.

FORZA FORZA FORZA 🇮🇹 Three Italian men have reached the fourth round at #Wimbledon for the first time ever

Il 4 luglio 1928 nasceva una leggenda bianconera: Giampiero Boniperti 🤍🖤

If you want to build an app, here are some architectures you must consider:

BLADE RUNNER was released 43 years ago today. Acclaimed as one of the greatest science fiction movies ever made, and among director Ridley Scott’s greatest films, the story behind the scenes might have you taking the Voight-Kampf test… 1/40