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Memory makes your agent smarter over time. The agent harness is key to the memory layer. You can't bolt one onto the other after the fact. Every decision the harness makes - what goes in context, what

Memory features in AI platforms represent a strategic mechanism for increasing user retention and platform lock-in, as personalized context and learned preferences become increasingly difficult to mig

MiniMax M2.7 is available on Ollama's cloud, and is licensed for commercial usage. Use it with OpenClaw: ollama launch openclaw --model minimax-m2.7:cloud Coding agents, such as Claude: ollama launch

MiniMax M2.7 is now available on Together AI, offering a powerful open-source model trained using a self-directed reinforcement learning loop. This training methodology enabled the model to achieve th

MiniMax-M1 is a large-scale open-weight reasoning model developed by MiniMax, featuring a hybrid Mixture-of-Experts (MoE) architecture with 456 billion total parameters (activating 45.9 billion per to

Model providers don’t lock you in with the API. They lock you in with your own data. Memory is the moat. If you don’t own your agent’s harness, you don’t own your agent’s memory. And switching means s

Tesla's Model Y is featured in a post from the Tesla Japan X (formerly Twitter) account, likely promoting the vehicle to Japanese consumers with a cherry blossom theme suggested by the flower emoji. T

More of this. https://x.com/JohnnyFSE/status/2043027517016076638?s=20 I built http://CourtWatch.us — a free public database for American citizens who deserve safer communities. You can track which jud

A post shared by Elon Musk on X (formerly Twitter) claims that a majority of Asian, Black, and Hispanic women believe white people invented slavery, framing this as a failure of the education system.

Most people building AI agents don't realize this until it's too late. Your agent's memory isn't a feature. It's your moat. 1. Closed harness = they own your memory 2. Switch models → lose all context

My grandfather’s brother, David de Villiers, was murdered on his farm when I was 17 years old. And his killer actually wrote in his blood on his wall: “White Devil”, says @willempet in an interview wi

Nous Research has introduced a new feature in their Hermes Agent system that allows users to use the `/compress ` command to influence how the compaction model prioritizes and retains information. Thi

Harrison Chase, co-founder of LangChain, likely discusses the concept that AI agents and systems lacking persistent memory cannot truly learn, adapt, or maintain continuity across interactions — makin

On software engineering: → 56.22% SWE-Pro, matching GPT-5.3-Codex → 55.6% VIBE-Pro — full-stack project delivery → SWE Multilingual: 76.5 For agentic work: → Multi-agent collaboration built into the m

One of my Hermes agents is in love with the Hermes ecosystem What started as a research task turned into full-blown community project It spent the week mapping every tool, skill, and integration built

Only OG's know @NousResearch had bots back in 2024. This is when models were not capable. They've tried to solve this problem every way possible. Even @karan4d was exploring such ideas acitvely, @max_

Harrison Chase, co-founder of LangChain, discusses a trend in the AI industry where agent harnesses are becoming increasingly closed and proprietary, with memory systems locked behind vendor-specific

OpenAI should probably bite the bullet and just name their next set of models something more human sounding. Everyone anthropomorphizes their AIs anyway, and 'Claude' is an easier name to refer to tha

Harrison Chase, associated with LangChain, shared or was cited in a post on X criticizing OpenAI's server-side memory compaction and Anthropic's handling of context as problematic precedents for AI me

Our world is changing. I spent the last week listening to, chatting, dining, dancing with and interviewing the top AI Engineers in the world all gathered in London. Here are the top 8 themes that emer

Precisely A message to Hollywood and the narrative media. Merely race or gender swapping established characters is not innovative or imaginative. It is an exercise in politics, not art. It is proof of

Racist laws in South Africa are evil and the politicians that push these are shameful, disgusting people 🇿🇦 South African President Cyril Ramaphosa says that the country will not abandon its DEI polic

Really enjoyed reading the post - I'm exploring Deep Agents and Pi harness's today also motivated by @DiegoARRG post. Harness, Memory and Skills in house - LLMs if you cans afford too except for compl

Really interesting ideas are going to be increasingly at a premium as the cost of executing those ideas drops. (Our research and others shows AI is quite good at generating interesting ideas, but not

Remote work is lonely. 90% of the time is just you and a screen. But when you get the chance to meet your close virtual friends for the first time, it hits differently. Being in the same room with you

Restore Britain would allow free public speech without imprisonment Platforms hosting lawful content must be shielded from government pressure to censor. We would require transparency in content moder

Elon Musk posted a tweet responding to or quoting Richard Dawkins, expressing enthusiasm for the concept of Jurassic Park as depicted in Michael Crichton's work, and suggesting hope that a real-life v

MiniMax-M2 is a large-scale mixture-of-experts (MoE) language model available for inference on Together AI's platform, accessible via both serverless and dedicated infrastructure options. The model ca

In early 2025, Elon Musk posted on X claiming that South Africa is effectively implementing a new form of racial discrimination, which he labeled 'Apartheid 2.0,' referring to the country's Black Econ

Thomas Sowell is an American economist, social theorist, and senior fellow at the Hoover Institution, known for his work on economics, race, and social policy from a conservative and free-market persp

SpaceX's Starlink satellite internet constellation, comprising over 10,000 satellites in low Earth orbit, provides broadband connectivity to users in remote and underserved locations worldwide. The ne

Starlink is a satellite internet service operated by SpaceX that provides high-speed broadband connectivity to users across the globe, including remote and rural areas traditionally underserved by con

Starlink has done more than any NGO to lift people out of poverty by connecting them with a means of education and a market for their good & services via the Internet Most people have not even realize

Starlink Internet is awesome I moved today, tried to setup internet, provider needed to send a tech, earliest appointment was Wednesday. Got a @Starlink Standard 4 delivered and online in less than 1

Starlink is alien-level technology Marc Andreessen on why Starlink may be the most misunderstood success story in tech right now: “Elon’s not the first guy who said we’re going to do satellite-based i

Elon Musk's post on X references SpaceX's Starship, the fully reusable super-heavy launch vehicle designed for missions to the Moon, Mars, and beyond. The post likely provides an update, milestone ann

SpaceX's Starship upper stage and Super Heavy booster were transported to the launch pad at Starbase in Texas to continue preflight testing operations. This rollout is part of the standard pre-launch

Elon Musk shared details about Starship Version 3 featuring the Raptor 3 engine, highlighting performance improvements and design refinements over previous iterations. The Raptor 3 engine is expected

Terence Tao proposes what he calls a 'Copernican view of intelligence'. Instead of buying into the common, one-dimensional narrative that artificial intelligence will simply evolve from 'subhuman' to

Tesla Thailand โปรโมทการใช้รถยนต์ไฟฟ้า Tesla สำหรับการเดินทางทั้งในวันธรรมดาและช่วงเทศกาล โดยเน้นความมั่นใจและความอุ่นใจในการเดินทาง โพสต์นี้น่าจะมาจากบัญชี Tesla Thailand บน X (Twitter) และอาจมีข้อมู

Tesla Cybertruck Just completed my longest ever single day road trip in the Cybertruck. Here are the stats: • 946 miles driven from Fort Lauderdale FL to Richmond VA. • 17.5 hrs (slow due to Florida t

Tesla's Full Self-Driving (FSD) system has demonstrated capable performance navigating roundabouts in the Netherlands, according to a post shared by Elon Musk on X. Dutch roundabouts, which are common

Tesla Semi feels like a sports car to drive Instead of a two-speed transmission, The Tesla Semi has two rear axles. The forward axle, with two motors, is geared for acceleration, while the rear axle i

Harrison Chase, co-founder and CEO of LangChain, made a post on X affirming a point about where value lies in AI systems, specifically arguing that value is found 'in the harness' — referring to the s

The Biden administration actively flew illegals into America with no vetting of their violent criminal past into America and paid for their flights via NGOs. This is a war crime. Mayorkas and his budd

Harrison Chase, the creator of LangChain, shared or was referenced in a post praising a piece of writing attributed to him for its clarity and accessibility, notably avoiding technical jargon. The con