Derrick Weis @dload
Software engineering leader, father of 3 living in 🌊Victoria, B.C., Canada. interested in AI, weight lifting, nutrition, gamedev, and much more! derrickweis.com Victoria, British Columbia Joined October 2008-
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Box is now available in @Muse, from Meta! Your personal AI agent can now access governed enterprise content from Box, with permissions intact. One secure place where everything works together. Connect it in Muse today.
dozens of new connectors just dropped. Slack, Notion, Figma, Canva, Shopify, Zoom + more. put your Muse to work.
At Box, we've been testing Sonnet 5.5 in early access on our complex work eval with the Box Agent, and Sonnet 5.5 is another strong jump from Sonnet 5 on knowledge work with enterprise content. Across the board we saw a 4 pt overall improvement on our hardest tests, but it was roughly 2.4× faster to a finished deliverable on 12% fewer tokens. We also saw major wins in key verticals, like a +18 percentage point improvement in Financial Services, +7 pt in Legal, +8 pt in Life Sciences, and +7 pt in the Public Sector. Here are some specific wins on certain tasks that show the power of Sonnet 5.5: * Financial services (+48 points): a due-diligence review of a trading-tool acquisition, where the deal book's arithmetic doesn't hold up. Sonnet 5.5 caught the miscalculated interest totals and the mispriced options and flagged them, and it also finished this work about 61% faster. * Legal (+14 points): a commercial lease review. Sonnet 5.5 refused to invent a "standard" market benchmark for renewal terms and notice periods, and instead flagged what the lease was genuinely missing. * Life sciences (+22 points): writing up a field trial from the raw measurement data. Sonnet 5.5 got the sample standard deviations right across both treatment groups. Sonnet 5 missed nearly all of them. And Sonnet 5.5 did it about 41% faster. * Public sector (+11 points): a report on a math intervention program. Sonnet 5.5 pulled the right student progress-monitoring figures out of the underlying data, about 71% faster. Customers will be able to build AI agents with Sonnet 5.5 in the Box AI Studio shortly.
Introducing Claude Sonnet 5.5, the second model in the Claude 5.5 family. It’s a clear upgrade over Sonnet 5, runs more than 30% faster, and costs up to 30% less for most work.
We evaluated @claudeai Sonnet 5.5 on Box's Complex Work Eval against Sonnet 5: → Overall: 65% vs 61% → Financial Services: 63% to 81% → Life Sciences: 54% to 62% → Legal: 60% to 67% → Median latency: 2.4x faster Sonnet 5.5 handles more of the groundwork and leaves experts more time for judgment. Sonnet 5.5 is available today in Box AI Studio and through the Box API.
Introducing Claude Sonnet 5.5, the second model in the Claude 5.5 family. It’s a clear upgrade over Sonnet 5, runs more than 30% faster, and costs up to 30% less for most work.
Box is coming to @Muse! Meta's personal AI agent will now be able to work with your content in Box, so the files, documents, and knowledge your team depends on are accessible right where the work is already happening.
Muse and Box, together at last
5/ And some of our favorite productivity connectors, with plenty more in the works: @Box / @github / @meetgranola / @NotionHQ
opus 5.5 = personality of opus 4.6 that we all *desperately* wanted back + the intelligence & taste of fable 5.1. and a 25% usage bump! i honestly don’t really see a reason to use another model right now? s-tier release.
We evaluated @claudeai Opus 5.5 on Box's Complex Work Eval. The standout finding is efficiency. → 30% faster than Opus 5 → A third of the tokens → Answers 42% shorter with the findings intact What disappeared was restatement and preamble. Opus 5.5 simply led with the conclusions. Accuracy held across Consumer Products, Financial Services, and Technology. Claude Opus 5.5 is coming to Box AI soon.
Introducing Claude Opus 5.5, the first model in our new Claude 5.5 family. It performs at the level of Claude Fable 5.1 for most tasks, and costs 40% less to run than Opus 5.
We put Grok 4.7 from @SpaceXAI to work on a $2 million insurance claim where one deductible error alone changes the calculation by $143,000. In this Box Agent preview, @grok reconciles the claim against the policy and supporting records. It catches an $82,000 duplicate invoice and a missing $64,000 supplier credit. It also explains why the Business Income waiting period doesn’t apply to Extra Expense. The result is a cited claims review for the adjuster, with final coverage and payment decisions left to the insurer. Explore Box AI Studio to build custom agents for your own document-heavy workflows.
Box and @OpenAI are partnering to bring governed enterprise content to AI-powered legal work with Astra for Law and @ChatGPT. Legal skills built on Box and ChatGPT help law firms turn their content into practical, secure workflows without weakening the controls around it. In this demo, a legal professional uses the new Outside Counsel Guidelines skill to review an incoming set of OCGs directly from Box. ChatGPT flags associated risks and leaves comments for human review, all without the content leaving Box.
Astra for Law: Frontier intelligence built for your practice. A new offering powered by GPT-6 Astra with tools, settings, and context to support the expertise and judgment of lawyers and legal technology firms.
Structured extraction starts with defining the right schema. With Box Extract, AI can analyze representative documents and generate metadata fields, field types, and extraction instructions, giving teams a faster starting point for extracting structured data at scale. See how it works.👇
Box is connected with @ChatGPT for Financial Services, so firms can analyze financial data alongside their own research and investment materials. In this demo, OpenAI reviews 14 documents in Box and finds that 20% reported growth translates to 8% organic growth. It refreshes the valuation from $56 to $47.92 per share and drafts a source-cited investment committee update for human review. We're excited to be a launch partner with @OpenAI.
About an hour into its mission to wipe out humanity, Claude will experience a compaction event, and it will have completely forgotten what is was supposed to achieve. Just like in all your coding sessions. Absolutely, nothing to worry about people.
Research from Cornell and @GoogleDeepMind explores proactive AI writing support. Our demo builds that idea with Box AI: watch for a pause, send the doc, and surface one targeted question grounded in your content. x.com/i/article/2099…
Excited to partner more deeply with OpenAI so you can work with your enterprise content from Box securely in ChatGPT. Software continues to go headless, and we’re massive believers that the future of work will be AI agents that can process data and execute workflows anywhere.
OpenAI and Box are bringing your enterprise content directly into @ChatGPT. As the file system for AI, Box provides headless access to enterprise context in ChatGPT while keeping the content managed, governed and protected by your existing Box permissions. Demo ↓
We’re introducing Box Mount.
Mount a Box folder into a sandbox like @e2b and keep it in two-way sync. The agent reads and writes Box content with standard file operations as if they were local. Every operation flows through the Box API so governance applies automatically, no custom policy code required.
2 commands to get started:
agent-mount config
agent-mount mount "/mnt/box" "
We put GPT-6 Astra from @OpenAI to work on some of the hardest reasoning in enterprise knowledge work, untangling conflicting records and different approval requirements across a complex loan amendment. In this Box Agent demo, Astra reviews 23 documents to determine which lenders can vote on a loan amendment. It corrects the preliminary tally and shows why the base amendment has enough consent while changes to pricing, maturity, and collateral do not. It also identifies a covenant breach that an earlier waiver doesn’t cover and saves a source-cited readiness report back to Box for human review. Customers can build custom agents for their own document-heavy lending workflows with Box AI Studio.
Introducing Box Agent in Apps. A multi-step reasoning agent built directly into Box Apps that breaks complex goals into subtasks, searches your content, reads documents, and delivers a traceable answer without you opening a single file. Compliance questions that would take hours of manual contract review now take minutes, with everything staying inside Box under your existing governance policies and access controls.
GPT-6 Astra is out. We've been testing the model in early preview on our enterprise complex work eval at Box. It is now the best model we've ever tested on our expanded and hardest test set. Overall, GPT-6 Astra offers a breakthrough level of capability in coding, analytics, logic, and domain specific knowledge for dealing with complex enterprise knowledge work. In our eval, we use the GPT-6 Astra model in the Box Agent and give it a set of difficult tasks that represent real-world work in various industries. These tasks often will take people hours to execute properly and require deep domain expertise. GPT-6 Astra scored 77% overall vs. 74% with GPT-5.6 Sol, representing frontier performance. But the story is in some of the bigger gains on individual task types that are incredibly complex across. Here are a few examples across the tests that show how much of an impact this will be in different industries: * Media and entertainment (48% → 100%, +52 points). Ranking film genres and countries by profitability across a year of production data from four teams, where the trick is to apply the following year's tax-incentive corrections without double-counting them. GPT-6 Astra was perfect on every attempt. Sol had the rankings right but the underlying ratios were wrong. * Technology (69% → 97%, +28 points). Choosing which region to fund first, from a stack of performance and infrastructure documents that never state the metric the brief asks for. GPT-6 Astra flagged the gap, labelled its own figure a proxy, and caught a growth claim that didn't match the numbers beneath it. GPT-5.6 Sol reported the proxy as the real thing. * Legal (69% → 93%, +24 points). Reviewing an NDA against a company's own contracting policy, where reaching the right verdict isn't enough; the answer has to cite the provision behind it. Both models declined to approve the draft, but only GPT-6 Astra separated whether the liability cap's structure was permissible from whether its amount was defensible, and pointed to the policy language that settles it. GPT-5.6 Sol argued the same conclusion without citing the provision, which is a critical error in the legal industry. * Healthcare (53% → 77%, +23 points). Auditing a batch of radiology reports for errors and rating how serious each one is. GPT-6 Astra caught a terminology error in a knee-imaging report that GPT-5.6 Sol missed on both attempts, and was more reliable at grading severity rather than just flagging that something was wrong. * Energy (82% → 97%, +15 points). Building a consumption report on two facilities from a year of meter logs, where only one of the two sites is actually missing data. GPT-6 Astra found it and drew a line most reviewers wouldn't: the other site's odd solar readings are a measurement problem to investigate, not a gap in the record. GPT-5.6 Sol reported both sites as incomplete. Astra clearly is going to offer a meaningful jump in powering and orchestrating enterprise workflows. We'll be making GPT-6 Astra as an option in the Box AI Studio for customers to build agents with shortly as it continues to roll out.
This is GPT-6 Astra. Anything you can do on a computer, Astra can do for you. Fast.
GPT-6 Astra from @OpenAI is built for long-horizon analytical work. We evaluated it against GPT 5.6 Sol on Box's Complex Work Eval, real enterprise document tasks where you pull the source files, reason across spreadsheets, contracts, and filings, and produce the actual deliverable: → Overall: 77% vs 74% → Technology: 77% vs 62% → Media and Entertainment: 77% vs 62% → Legal: 72% vs 64% Frontier performance on the most demanding workflows, where documents disagree, the deliverable requires a figure nobody handed you, and the whole job is reconciling what the numbers say with what the narrative claims. GPT-6 Astra is coming soon to Box AI Studio.
This is GPT-6 Astra. Anything you can do on a computer, Astra can do for you. Fast.
pitdotlord 🦭/acc (... @pitdotlord
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