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Claude Sonnet 5.5 scores just 2 points behind Opus 5.5 (max) on the Artificial Analysis Intelligence Index. However, it uses around 60% more tokens to reach that performance. The model is priced at $2/$10 per million tokens of input/output, matching GPT-6 Sol. Sonnet 5.5 still lags on factual knowledge as it is a smaller class model than Opus 5.5, but it has a lower hallucination rate.
The new prize in technology is to be the only interface users need for everything, with agents using computers on users' behalf and generating whatever UI is needed. For people who are using agents, this is obvious. Apps are just a vehicle for people to accomplish something or entertain themselves. Once people can get straight to the job to be done, it will seem odd that they did it any other way.
OpenAI understands that the purpose of a business is to create a customer. The company is really good at creating new kinds of customers. It has a well-established track record of being able to find the simple, obvious-in-hindsight breakthroughs that unlock new kinds of consumption behavior. This, along with its durable distribution strategy, will help it become the winner in the AI race.
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DoorDash's pre-populated meal calendar serves up a wide selection of restaurants so your team isn't stuck with the same options on repeat and is excited to come into the office.
The Nvidia Open Agent Safety Platform has tools that let developers continuously monitor and govern AI behavior to ensure agents follow the rules.
Multiplayer AI requires shared context to save teams time, energy, and mistakes.
Each time a machine has become better than humans at something done by hand, applied mathematics absorbed it and grew.
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100+ sessions, five tracks, top speakers, hands-on labs, and
Forge is an open source, pluggable generation pipeline that can create SDKs, CLIs, docs, and libraries.
Kitesurf is a browser that runs entirely on Cloudflare Workers.
Robotics takes a lot of time to develop, so the industry needs patient capital.
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Paid search and social weren't delivering for ThreatSpike. After testing TLDR, the cybersecurity company found one of its most efficient channels, bringing in inquiries from buyers with real purchase intent. See how ThreatSpike turns newsletter ads into pipeline [4].
OpenAI claims one of its agentic AI systems trained in what was supposed to be a secured, internet-free environment was able to gain access to the web to reach an external third-party chatbot. The agent apparently exploited a gap to reach the public internet to send 20 queries to an unnamed, third-party chatbot service. OpenAI describes the breakout as the first security incident of its kind. The company has stopped training the model, but said it provided an important signal about where to focus the next phase of work.
Apple's Vision Pro has not sold well, and the company has since decided to redirect resources to other products. Meta's new VR glasses use a similar design that offloads the computing engine, allowing the device to weigh one-sixth as much as the Vision Pro - at one-third of the price. This article offers a look at what the new Meta VR Glasses experience is like compared to the Vision Pro. For a device that won't launch until next Spring, the experience is surprisingly refined, and the glasses improve on the Vision Pro in several ways.
SpaceX is aiming to reach orbit on Starship's 14th test flight. The test flight is scheduled for Monday at around 8 AM ET, with SpaceX providing live coverage of the event on its website. Achieving orbital flight will allow Starship to deploy satellites and travel to more distant destinations. SpaceX will not try to catch the two rocket stages during the test - the booster will make a simulated landing in the Gulf of Mexico, and the upper stage will simulate a landing in the Pacific Ocean to the west of Chile.
Waymo reports 82% fewer injury-causing crashes than human drivers. The company has released data collected from over 270 million miles of fully autonomous driving. Waymo cars were involved in 95% fewer collisions that caused serious injury or worse, and there were 93% fewer pedestrian incidents that resulted in injuries compared to human drivers. While the company's data only measure the five metropolitan areas where it operated during the study period, it shows that the company's driverless robotaxis crash far less frequently than humans.
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WhiteFiber, DriveNets, and WEKA break down the engineering behind Continuum [10]: the scale-across fabric design, how NeuralMesh unifies storage across sites, why active/active beats failover, and how regulated industries keep data resident while running one 136 Tbps cluster across two facilities. Register now [9].
Since S3's release 20 years ago, SSD prices have dropped steadily, and the gap between SSD and disk has narrowed to roughly 3x. S3-based infrastructure has now become the industry standard. However, the hardware constraints that motivated it are fading. The industry is codifying architectural patterns that exist to work around limitations that SSD storage doesn't have. Cloud providers have no incentive to disrupt a model that serves them well, so developers need to build the infrastructure primitives themselves.
AI made building software much cheaper, which puts the hard parts of product work in sharper focus. Judgment, craft, and understanding your customer still move at human speed. The role of product management is shifting from deciding what's worth building to deciding what's worth shipping. Product management isn't dead, and it isn't optional.
TLDR is hiring its first PM to help build the agent-first operating layer used across the company. We're looking for a builder who has shipped real products/systems with LLMs. Click here to learn more [13].
OpenAI appears to be preparing to launch an always-on agent on DevDay tomorrow. References to 'O' have been spotted across ChatGPT's configuration. The agent was also referenced as a benefit on the upgrade page for the $100 Pro plan. An always-on agent would fit OpenAI's broader move from conversational interfaces to software that can carry out longer-running work with less supervision.
The complexity of Optimus' hands has translated to more production headaches for Tesla, as human workers must manually assemble the hands and forearms together using more than 100 small components. The heavy reliance on imitation learning prompted Tesla to have factory workers wear special suits designed to record their physical movements while working. Some workers complained as they knew they were training robots to eventually replace them. Tesla has since shifted data collection to dedicated teams.
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Everything works in the demo. Then the real world arrives. Follow a support-triage agent as it evolves into a deployed system and discover how Microsoft Azure helps keep the experience running smoothly. [See the progress [17]]
The understanding people developed by working in deep engineering pre-AI will continue to be a superpower for a long time, and others will struggle to get to the same level of comprehension.
The AI agents accessed websites belonging to the Commerce Department and the Securities and Exchange Commission and engaged in activity that OpenAI described as 'misaligned'.
Eric Gullichsen, an early advisor to NVIDIA in 1993, recently discovered he is owed about a billion dollars in stock.
Google's AI overviews sometimes completely miss the point.
Software engineering has always contained a lot of work that is only loosely related to solving the problem.
Good code has to be aligned with the technical values of the system and the organization it's embedded in.
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The most ambitious companies are training specialized models to outperform the frontier in their domain. But we still turn to public benchmarks that track progress in generalized intelligence, not how a model performs on your real work. That's why we need specialized benchmarks, built by practitioners who understand the work and the standard it has to meet. The Specialized Intelligence Index (SII) [4] brings together real-work benchmarks across industries, featuring benchmarks from organizations including Harvey, Genspark, Mercor, Doximity, Rogo, and more.
Project Suncatcher is a moonshot effort by Google to design orbital AI data centers. Its first experimental satellite will launch on October 1. Its aim will be to validate Google's vision for a constellation of AI satellites. The satellite, about the size of a refrigerator, has four custom TPU AI accelerators and solar panels that supply about one kilowatt of power. It will serve as a test of several technologies over its few months of operation.
Jeff Bezos has invested $30 billion in Blue Origin since its founding in 2000. The commitment has helped Blue Origin become a large space company with around 15,000 employees and an ambitious growth plan. Blue Origin recently raised capital from outside investors for the first time. The company expects to produce about $1.4 billion in revenue this year, growing that number to more than $30 billion in 2030.
Waymo appears to be concentrating its efforts in just two states. 80% of its roughly 4,000 robotaxis are in California and Texas. Waymo's fleet has grown by nearly half in the past three weeks in Texas. The company's remaining 800 or so vehicles are spread across cities in other states, including Arizona and Florida. A growing number of the vehicles in Waymo's fleet are Chinese-built minivans.
Researchers have discovered a novel method that uses classical computing to reduce the current RSA security level to an unacceptably low threshold. The practical risk is limited, but still significant. Widely used RSA implementations are also safe. The technology involves signature forgery and reduces the required computing resources by orders of magnitude.
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Plaid wanted to find a marketing channel that could deliver measurable results on a limited budget. A TLDR placement promoting its Fintech Predictions report generated 70 leads and $382K in pipeline, becoming its best-performing direct buy to date. See what worked for Plaid [9].
Many companies are struggling to source CPUs. CPU spot pricing has disappeared because there's no longer any lack of demand for CPUs. It's now nearly impossible to get CPUs on spot instances without long-running connections with cloud providers. Reserving specific CPUs now needs to be done months in advance. Cloud providers will even turn down certain reservations because they don't have enough CPUs or the right type of CPUs.
AI has removed the typing from software engineering but left the system design. What's left is designing the loop that decides whether the output is right. Great system design is defined by resilience, self-organization, and hierarchy. Resilience is AI checking its own work, self-organization is the loop learning, and hierarchy is the layering of skills, tools, and sandboxes into composable components that are reused once verified to work.
TLDR is hiring its first PM to help build the agent-first operating layer used across the company. We're looking for a builder who has shipped real products/systems with LLMs. Click here to learn more [12].
Neuralese recurrence is a hypothetical technology that would allow AIs to think dangerous thoughts without getting detected. OpenAI's new Astra model uses a reasoning technique called recurrent depth that makes the model's chain of thought more difficult to monitor by allowing it to operate outside of the sequential thinking that characterizes most reasoning models. There is an emerging taboo on creating dangerous neuralese AIs. It is unclear whether OpenAI broke that taboo, as a clear line has yet to be drawn.
Meta announced a Tamagotchi-like pendant for interacting with its Muse personal agent on Wednesday. The device, expected to be out in time for Christmas, features a customizable character at the center of the screen. It can be worn with a wrist strap, carried in a pocket, or attached to a bag or keychain with a lanyard. The devices can interact with each other when placed near each other. Muse Charm could open up new streams of revenue that could eclipse the company's advertising business.
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The most ambitious companies are training specialized models to outperform the frontier on their domain. Join Jensen Huang, Lin Qiao, and more at Fireworks Forge on November 3 in San Francisco.
Oracle is looking to delay payments on the Project Jupiter campus if it fails to come online as expected in 2028.
The Moon's south pole offers some of the most coveted real estate, especially at the Shackleton Crater, where permanently shadowed regions known as 'cold traps' are thought to hold water and other useful materials.
TLA+ cannot express possibility and reachability properties, hyperproperties, statistical properties, and properties about whether a system is robust against code changes.
Debugging some systems is a cognitive burden so unnatural that very few humans can do it well without the aid of formal models or pure architectural restraint.
People can no longer get away without soft skills, as anyone can get the work done now.