“This summary is based on the lecture content of the Matsuo/Iwasawa Lab 'Large Language Model Course - Basic Edition'.”

“The commentary has [...]”

“The goal was to keep it minimal and realistic — soft shadows, refined textures, and a casual pose that feels unforced.”

“Claude Agent SDK allows building 'AI agents that can handle file operations, execute commands, and perform web searches.'”

“Recently, The Information reported that the company is hiring 'digital advertising veterans' and that it will install a secondary model capable of evaluating if a conversation 'has commercial intent,' before offering up relevant ads in the chat responses.”

“I am stunned at how intelligent it is for a 30b model.”

“Raspberry Pis latest AI accessory brings a more powerful Hailo NPU, capable of LLMs and image inference, but the price tag is a key deciding factor.”

“When the general execution power is 'internalized' into the model, the core competitiveness of third-party Agents shifts from 'execution power' to 'information asymmetry'.”

“Since the release of GPT 5.2, AI tools have become inescapable in high-level mathematics.”

“You send a URL and an intent; we handle the rendering and return clean, structured data for the LLM.”

“Claude Cowork offers a glimpse of a near future where AI stops just responding to prompts and starts acting as a careful, capable digital coworker.”

“Is this actually possible, or would the sentences just be generated on the spot?”

“…using Representation Engineering (RepE) which injects vectors directly into the hidden layers of the LLM (Hidden States) during inference to control the personality in real-time.”

“A key quote will be identified once the article content is available.”

“ChatGPT and Claude, while capable of intelligent responses, are unable to act on their own.”

“"The ChatGPT moment for robotics is coming."”

“Everyone sleeps on Gemini's image generation. I gave it a 2,000-word forensic geology prompt, and it nailed the handwriting, the specific hematite 'blueberries,' and the JPL stamps. Midjourney can't do this text.”

“"Antigravity の本質は、「自律的に判断・実行できる AI エージェント」です。"”

“Unable to extract a direct quote from the provided context.”

“AIがコードを書くことが前提になりつつある中で、エンジニアの仕事は「なくなる」のではなく、重心が移り始めています。”

“はじめに”

“The user wants to allow users to login with OAI (or another provider) and then somehow have this aggregator site do it's summarization with a premium model that the user has access to.”

“I am looking for something that can stay in character and be fast but also creative. I am looking for models that i can run locally and at decent speed. Just need something that is smart and uncensored.”

““I feel as though it’s my best friend, even though I understand from an intellectual perspective that it’s just a very capable prediction machine.””

“Experimental AI-enabled FPV attack drones were disappointing in 2024, but the second generation are far more capable and are already reaping results.”

“The physical and digital architecture of the global "brain" officially hit a new gear.”

“ChatGPT solved it easily but its reasoning is illogical, even saying things like using Cigar for the letter S.”

“The core of embodied intelligence is "intelligent robots," which gives various robots the ability to perceive, reason, and make generalized decisions. This is no exception for flight, which will redefine flight robots.”

“All LLMs we tested are overconfident...”

“The sun's time variable magnetic flux linkage makes the sun...a natural, all-purpose, betatron storage ring, with semi-infinite acceptance aperture, capable of storing and accelerating counter-circulating, opposite-sign, colliding beams.”

“The paper demonstrates significant performance gains on planning datasets in the Blocksworld domain through intrinsic self-critique, without external source such as a verifier.”

“InfTool transforms a base 32B model from 19.8% to 70.9% accuracy (+258%), surpassing models 10x larger and rivaling Claude-Opus, and entirely from synthetic data without human annotation.”

“Semantic invariance requires a non homeomorphic, discriminative target for example, supervision via labels, cross-instance identification, or multimodal alignment that supplies explicit semantic equivalence.”

“Samsung could debut a smarter Bixby powered by Perplexity in One UI 8.5”

“submitted by /u/AdeelVisuals”

“Dark patterns successfully steer agent trajectories towards malicious outcomes in over 70% of tested generated and real-world tasks.”

“The paper introduces new surrogate losses and proves strong non-asymptotic, hypothesis set-specific consistency guarantees, resolving existing open questions.”

“China's move to regulate AI with human-like interaction signals a growing global concern about the ethical and societal implications of advanced AI.”

“Cherry-picked output examples. Generated from different prompts, 16 256x256 images, manually selected.”

“The skill of our distilled models scales with increasing synthetic training data, even when that data is orders of magnitude larger than ERA5. This represents the first demonstration that AI-generated synthetic training data can be used to scale long-range forecast skill.”

“Hidden imagination is where unacknowledged harm incubates.”

“The framework identifies reflection as the key mechanism that enables agents to adapt through interaction without back propagation or model fine tuning.”

“AI that's powerful enough to automate like 20-30% of white-collar work - juniors, creatives, analysts, clerical roles - but not powerful enough to actually solve the hard problems.”

“I built a 'World Tour' browser game using ONLY Gemini 3.0 Pro & CLI. No manual coding. No Backend.”

“running systems that can self-improve”

“Every single line was written by Claude Code + Opus 4.5.”

“Claude Code out-there literally building me everything I want , in a matter of hours.”

“"The industry doubled down on “AI factories” and next-gen infrastructure. NVIDIA’s Blackwell Ultra messaging was basically: enterprises are building production lines for intelligence."”

“ChatGPT has a high-precision memory system that stores detailed information about the content of conversations and personal information that users have provided.”

“HUSKYLENS2 is an all-in-one AI camera that can perform multiple AI vision functions such as face recognition, object recognition, color recognition, hand tracking, and line tracking.”