William Gibson's Agency (2020) is a mind-bending discipline fabrication novel. Without getting misplaced in its intricate plot, one storyline takes location in an substitute San Francisco in 2017, anywhere a young female named Verity is hired to test an experimental AI aide called Eunice.

At one point, we encounter this bonzer exchange:

Verity: "Where'd you get this? It's wrong."

Eunice: "This no-name account, in Zurich. Part of me knew it was there, how to get it, how to get it here. Plenty more, but if I tried it again, they'd be on us."

Verity: "Who?"

Eunice: "Fuck knows."

Verity: "When did you have period to do any of that?"

Eunice: "Started whenever we were looking out the window. Before we left, up to the park, it was already points."

Verity: "Points?"

Eunice: "Frequent flyer. There's a earth market, buy or sell. Hard to track..."

Verity looked at the green bag.

Verity: "You did this since I turned you on?"

Gibson published Agency nearly three years before ChatGPT's release, and six years before the increase of today's increasingly autononomous AI agents.

We now have GPT-Live and emerging models akin Block's Dessa, bringing us remarkably human-like full-duplex conversations. Meanwhile, OpenAI's Dots and Meta's Muse are introducing 24/7 agents capable of independently following goals, taking action, and operating in the background.

What makes Eunice notable isn't fair that she can talk, it's that she's doing so much alternatively during talking. The pieces are coming together.

As always, Gibson was correct on the money. Eunice is nearly here.

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© 2026 Armin Catovic

I cognize many of you are mourning the defeat of the Arc browser, and I get it. It felt akin the archetypal app in a lengthy period to really recommendation a new method to browser design. Atlassian bought the business final twelvemonth and shifted its focus to evolving Dia, its equal additional AI-focused browser. And shortly enough, Arc volition officially be no more, leaving dedicated users in a lurch. But I abandoned Arc fairly several period ago for the Zen Browser and haven’t really missed it. If you’re consenting to agreement alongside several insignificant inconveniences, I think you’ll discover Zen is the Arc replacement you’re looking for.

Zen unabashedly rips off all the finest bits of Arc. Visually, they’re nearly indistinguishable. It has the launcher-like pinned sites, tab bar on the left, siloed spaces, and mods that let you customize the browser’s UI to your liking. It takes the bits that made Arc’s interface awareness fresh, afterward strips out everything that made it bloated and drove me into the arms of another.

Most notably, Zen is AI-free.

There’s no delegate in a sidebar hounding me to let it grip tasks. I’m not concerned concerning Zen training an LLM on my browsing activity. It’s fair a web browser.

Zen prides itself on its privacy features: “Beautifully designed, privacy-focused, and packed alongside features. We attention concerning your experience, not your data,” it proudly proclaims. Now, I’m no fool. I cognize that nothing I do on the net is really private, but alongside Arc, it continually felt akin my data was an integral part of the endeavor plan. That’s not the case alongside Zen. It’s a liberated and open-source project that relies on volunteers and donations.

In supplement to Zen Mods that can do item from tweak the appearance of an energetic tab to overhaul how PiP videos are handled, you can additionally instal Firefox extensions. Yes, you can instal Chrome extensions in Arc, but anecdotally, I’ve established that Zen handles extensions better. Both Zen and Arc are distinct adequate from a UI viewpoint that not all extensions display properly, but Zen offers additional workarounds.

Zen additionally fair benevolent of lets me concentration on the project at hand. Links open in “glance” view, which is a impermanent pop-over tab, which is really awesome whenever you’re doing several opening buying or ray research. If I desire to open it in a appropriate tab, it’s fair a click away. Zen additionally has a floating bar that pops up whenever you media Command+T or CTRL+T. From current you can initiate a new tab, toggle to an existing tab, execute a hunt from the hunt motor of your choice, and equal trigger an extension.

Zen isn’t perfect. I affection its spotless UI and organizational features, but it can’t perform DRM-protected video satisfied correct now. That method Netflix, Spotify, HBO, Disney+, and additional do not activity in Zen. The Zen Team is operating to get a Widevine licence from Google. In the meantime, I use Chrome whenever I desire to observe a movie, which is fine. Zen is built on Firefox, and Firefox’s Web MIDI assistance is lacking. So I have to blaze up Chrome semi-regularly anyway.

I additionally young female Arc’s Boosts in several cases, but I’ve learned to obtain the web as it is.

If you tried Zen a lengthy period ago and were turned off by its buggy first builds, remainder assured it’s arrive a lengthy way. Look, if you are all in on Arc’s AI features, Dia is likely additional your speed. Personally, I continually loved Arc’s interface, but never really dug the vibes. Zen fair feels right.

There they sit, the preschooler category encircling their mentor, the substitute teacher.

"Now class, today we volition conversation concerning what you desire to be whenever you develop up. Isn't that fun?"

The instructor looks about and spots the child, silent, distinct from the others and profound in thought.

"Jonny, why don't you start?"

she encourages him. Jonny looks around, confused, his train of idea disrupted. He collects himself, and stares at the instructor alongside a dependable eye.

"I desire to code demos,"

he says, his words becoming stronger and additional confidant as he speaks.

"I desire to compose item that volition alter peoples awareness of reality. I desire them to stroll distant from the device dazed, unsure of their footing and eyesight. I desire to compose item that volition attain out of the display and catch them, making heartbeats and breathing dilatory to nearly a halt. I desire to compose item that, whenever it is finished, they are reluctant to leave, knowing that nothing they cognition that day volition be fairly as real, as insightful, as good. I desire to compose demos."

Silence. The category and the instructor gaze at Jonny, stunned. It is the teachers rotate to be confused. Jonny blushes, emotion that item additional is required.

"Either that or I desire to be a fireman."

  -- Denthor of ASPHYXIA (aka Grant Smith), TUT7.TXT (1993)

In the Beginning...

I grew up in a pre-mainstream Internet world. A period whenever lone a fistful of kids at my chief academy had a computer. We lived in a coarse neighbourhood and so having a device meant that you were a mark for robbery. As we all knew person who had their device taken at smallest once, having a device was kept on the low down. But we motionless established all other. Each period term got out that several kid got a new computer, they was suspiciously quizzed before being let into our digital posse.

A lot of my younker was expend living indoors rearward a buzzing 14" CRT, pirating games alongside another kids via 3.5" single-density floppies alongside their corners drilled out, and formerly in a during equal playing them. But I was additional of a collector than gamer. Like Ash from Pokemon - got to capture them all. And the group who created device games were my idols. I was continually in awe of what they could do alongside that big, heavy, beige box under the table.

One day term dispersed that there was a way to edit saved equivalent records via XTreeGold's Hex View that gave you unlimited lives and allowed you to skip stages. With all new equivalent that came out, the competition was on to see who could be the archetypal to flip the correct bits to get the powerups. It was earnestly bosom pumping. Although lone tinkering, it felt akin we were our own gods.

We bought a modem a few years afterward and shortly following got a copy of The Australian BBS Listing - a textfile containing most of the publically accessible BBSes online. I dialed all one of them (but that's for another blog post). It opened up a entire new earth to explore. Instead of fair a fistful of kids pirating games via Sneakernet, I was connected to the digital underground - a earth anywhere item digital was inside attain (some equal had Internet gateways). Even the newest blockbusters that I had lone peruse concerning in PC Zone mag were all there for me to leech. All of them, shortly gradually trickling downward the cable via ZMODEM.

But there was item distinct alongside these BBS downloaded games. Not item bad, but item exciting. Each period these games were run, it was akin a abbreviated business was played before the heading screen. Now I'm not talking concerning commercials marketing steak knives. Instead, these were brazen posters screaming fuck you by the group who had managed to expert the game's copy safety code and were now distributing the equivalent illegally for free. I afterward established out that these commercials were called cracktros. The precursor to demos and what started the entire demoscene. But merely calling them demos fair doesn't provision them justice. They were additional of an out of build experience. Sensory overload. Like what you would awareness at 2am, fractional tipsy, fractional idle and being woken up stunned as you gaze at a delayed 90s acidic difficult trance movie clip, emotion it inject immediately into your cerebral cortex. Once it completed playing, you were frozen. Still unsure whether you saw item genuine or fair imagined it all. The lone item you were certain of, was that it was awesome.

Then one day during browsing the document division of several random BBS, I stumbed onto a document innocently called TUT1-9.ZIP. It's FILE_ID.DIZ caught my attention:

 +----------------------------+ | The ASPHYXIA VGA | | DEMO TRAINER SERIES! | | | | By Denthor of ASPHYXIA | | | | Documentation on how | | to code demo akin effects | | in TP6/7! | | | |Full Pascal origin included!| | | | From putting a pixel | | to sprites and animation | | to wireframe 3D to firm | | 3D! | | | | Get it now! | +----------------------------+ 

How to code demo akin effects? You average I too could be one of those sorcerers that had the device under their complete control!? My bosom raced as I added it to the download queue, fired up the aging Epsom LQ-300, afterward covered me ears as its noisy ink needles hit the blue and pale device paper.

I didn't cognize item concerning programming but I was entirely estatic alongside the potential. I followed alongside alongside Denthor's tutorials as much as I could, typed everything out and hoped that Borland's Turbo Pascal 6.0 wouldn't chuckle at me too much. It lone gave me a essential understanding of how all the pieces to the puzzle fit together, but it was adequate to whet my appetite and crave for more. I wasn't equal into my teens yet but I certainly knew at the period that I didn't desire to observe demos or perform device games anymore. I wanted to create them. I wanted to be elite. I wanted to be a programmer.

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How much does it cost to get additional data concerning a cop who punched person in the face?

If you guessed item lesser than $2.5 million, you’d be incorrect — at smallest according to the city of Eugene, Oregon.

In August, the local news outlet Double Sided Media submitted a community records petition for records concerning constabulary authoritative Justin Peckels, which focused on possible misconduct between 2018 and 2026. Peckels has been the topic of community complaints, including for punching a inhabitant in the face during a traffic stop, making the records critical for oversight and their publish plainly in the community interest.

The city’s reply is beyond belief. In its reply to the petition on Monday, the Eugene Police Department claimed searching for records and handling the petition would obtain at least 44,816 hours of personnel period and disbursal about $2,484,599.04. (A distinct petition by the outlet for akin records concerning a erstwhile constabulary officer, Eric Klinko, was met alongside a comparatively humble evaluation of $195,869.52, for a expansive total of nearly $2.7 myriad for the two requests.)

“Once the City receives fee of $2,484,599.04 personnel volition continue handling your request,” the letter from the department’s community records division read. “If the genuine disbursal of handling your petition exceeds the amount you have paid the City, you volition be required to pay the difference before the City volition provision the records you have requested.”

Peckels’s document is either the largest in the world, or city officials have intentionally maintained their databases in specified a way as to justify fulfilling community records requests is prohibitively expensive. The city’s reply points, at a minimum, to the latter. It justified the multimillion-dollar cost tag by claiming it couldn’t narrow the custodians whose records it would need to search, notwithstanding the targeted nature of the request, and maintained it must hunt all records of all city employees, former and present.

By that logic, if person always worked in Eugene’s parks and recreation department, their records could merge receptive data concerning constabulary misconduct, and must be manually pulled and reviewed, one by one.

This goes far beyond incompetence. It’s an intentional attempt to create a reply artificially voluminous — and disbursal prohibitive — to intimidate the newsman into dropping it entirely. 

Normally, agencies are required to hunt the particular custodians most apt to have receptive records, not all groundskeeper or clerk on the city payroll. If the city were acting in fine faith, officials would have asked Double Sided Media to assistance them acknowledge the most apt record-holders, not obtain it upon themselves to mold a citywide dragnet as its archetypal step.

What makes Eugene’s money-grab particularly galling is its innovation twice standard. While it apparently can’t allocate in productive hunt software, the constabulary division lately signed a two-year $342,000 agreement for nearly 60 AI-powered Flock automated licence dish readers. This project was so secretive that the ACLU of Oregon had to sue the city for records concerning how the cameras were being used and demonstrates, among another inclinations, the city’s eagerness to employ advanced application to deploy against residents. 

Yet that scientific sophistication disappears as shortly as a newsman requests community records concerning the department’s inner accountability process, and uncomplicated keyword searches are abruptly cumbersome. 

Troublingly, Eugene’s $2.5 myriad invoice is not an anomaly.

In 2015, the Department of Defense told a Freedom of Information Act requester, who was asking for records on tools used to maintain data on seized devices, that fulfilling their petition would obtain 15 myriad hours and disbursal $660 million.

The identical year, the Drug Enforcement Administration told a requester it would disbursal $1.46 million for records concerning the DEA’s function in the hunt and grasp of the Mexican cartel chief Joaquin “El Chapo” Guzman.

In 2019, the Army tried to accusation $300,000 to release armed forces basis h2o test results for the existence of toxic chemicals. The Army accepted to waive the exorbitant fee following facing serious backlash. 

The catalog goes on and on.

Luckily, records requesters seeking national documents have a defence against these capricious invoices. Recent FOIA amendments aim to justify if an agency misses its reply deadlines, it can’t accusation most fees. 

At the local level, however, these protections disintegrate. While Oregon grants agencies the discretion to decrease fees whenever the disclosure would benefit the public, agencies routinely disregard these provisions.

For small newsrooms akin Double Sided Media, a $2.5 myriad invoice is efficiently a gag command that was never really concerning covering costs, but bullying the requester to autumn their enquiry (all during Eugene Police Department launches its own “press” initiative to document its policing). It additionally sets the precedent for using this chilling maneuver on any newsman or watchdog as it sees fit. 

Double Sided Media is rightly appealing the fee estimate, and it should prevail. But cities akin Eugene volition continue these efforts unless lawmakers throughout the nation power agencies to clasp fee caps, command public-interest fee waivers for journalists, and necessitate agencies to procure application that allows them to react to records requests in an productive and timely manner.

Until then, constabulary departments volition apt continue to matter multimillion-dollar ransoms for their records — weaponizing the public’s correct to cognize into another avenue for constabulary to run alongside impunity.

As among the managers of the Digital Dissident Devroom, I invitation you to be part of a conversation we cannot oversee to ignore.

Around the world, group are being silenced, monitored, and denied admission to information. Free application can assistance alter that, but lone if we build it together. We need tools group can rely and authority to communicate safely, disclose the truth, and oppose censorship.

This devroom brings together developers, researchers, activists, and everyone committed to digital freedom. We desire genuine solutions, honest lessons, and collaboration throughout projects, not merchandise pitches.

If you accept innovation should assist people, not authority them, associate us. Bring your ideas, experience, and questions. Let’s build the tools that assistance keep liberty alive.

Our concentration complements another devrooms, including Decentralized Internet and Privacy, which explores the broader decentralized ecosystem. While they concentration on technologies, we concentration on the group under danger and the complete sequence of tools that can defend them.

How to use to conversation at the dev room?

1. Go to FOSDEM’s authoritative CFP portal from here and login or register.
2. Click on “Submit a proposal”
3. Then inhabit in the form and choose “Digital Dissident” as a track.
4. Done!
5. Please note that by doing this you additionally obtain the FOSDEM Code of Conduct.

Define: Digital Dissident Developer Room

Privacy and anonymity tools all have a residence at FOSDEM: the network, security, decentralised and messaging rooms, and assorted main-track and lightning talks. Someone living under an authoritarian administration (Russia, Iran, China, Belarus, Myanmar and others) never uses a sole tool, though. Their day-to-day safety depends on a chain of tools that has to clasp up end to end:

1. reaching the network at all (censorship circumvention),
2. communicating without leaking metadata,
3. collecting, verifying and storing evidence safely,
4. publishing or leaking it without exposing the author,
5. doing all this on devices and infrastructure that are themselves a risk.

The weakest nexus decides the outcome. Talks concerning one tool rarely shield how it fits alongside the others, anywhere the seams are, or what breaks at the hand-offs (for example, a circumvention transport that is fingerprinted, or a messenger whose shove notifications tie your character to a Google or Apple account). Nobody currently owns that cross-project view.

What this devroom does. It brings developers of circumvention, anonymity, messaging, publishing and whistleblowing tools into one room. It is deliberately not concerning any sole project. Each meeting is judged on how fine it advances the toolchain: interoperability, shared danger models, shared nonaccomplishment data, and shared engineering practice.

Why now. Censorship in Russia, Iran and China has grown much additional sophisticated. It now includes national allow-lists and whitelist-only net shutdowns, TLS and QUIC fingerprinting, profound packet inspection alongside energetic probing, throttling of particular protocols, mobile net shutdowns, app-store elimination of circumvention tools, and mandatory state-run messengers and “sovereign internet” routing. Anti-censorship developers have responded alongside pluggable transports, domain fronting alternatives, mixnets, decentralised and email-based messaging, and new obfuscation protocols. Progress is accelerated but fragmented. At FOSDEM 2026 the applicable talks were scattered: Vitaly Repin’s “The Russian Censorship Circumvention, Tom’s Traps, and Jerry’s VPN: A 5-Year Journey” (Saturday, H.1302, Network track) drew a ample audience, during NymVPN and Delta Chat’s multi-relay messaging (both Sunday, Decentralized Internet and Privacy devroom) and another connected talks ran in another rooms. A sole devroom lets that spectators and those speakers encounter in one place.

Relationship to the existing “Decentralized Internet and Privacy” devroom. That area covers decentralised innovation broadly (P2P protocols, browsers, code collaboration, key infrastructure), and censorship or anonymity is lone a part of it. Digital Dissident is different: the organising regulation is a user under threat and the end-to-end sequence that protects them, not a innovation class. We desire to activity with, not against, that room, and volition coordinate schedules so the two don’t overlap, and volition item overflow speakers to whichever area fits.

Themes (details in the CfP below):

• Censorship circumvention and transport: obfuscation, fingerprint resistance, active-probing defence, extend distribution, resilience to protocol whitelisting and complete shutdowns.
• Metadata-resistant communication: mixnets, bulb routing, decentralised and federated messengers, store-and-forward and offline-first (mesh, sneakernet, Bluetooth/Wi-Fi Direct).
• Secure reporting and publishing: whistleblowing platforms, origin protection, document sanitisation, provenance and authenticity, censorship-resistant hosting.
• Devices and operational security: hardened mobile and desktop systems, amnesic systems, capture and border-crossing scenarios, forensic resistance.
• Usability and danger modelling for at-risk users: onboarding under duress, harmless defaults, training, measuring what really plant in the field.
• Measurement and adversary analysis: how censors detect and block, open data on blocking events, reproducible censorship research.
• Digital sovereignty from Big Tech (secondary theme): reducing dependence on centralised platforms, app stores, shove infrastructure, haze and character providers, the two for individuals and for civil-society organisations.

Structure. A mix of formats to keep a complete area busy throughout the entire session:

• 20 to 30 infinitesimal specialized talks
• A decision open conversation on interoperability gaps and shared next steps

Programme quality. Organisers volition assessment all submissions on specialized deserve and fit to the toolchain framing, and volition aim for a balance of projects, regions and speakers (established projects, new projects, researchers, group from affected communities). Every conversation should contain an definitive danger example and an honest document of limitations.

Projects and communities we average to invite (no commitments yet): Nym (mixnet), Delta Chat / chatmail, SimpleX, the Fediverse (ActivityPub implementations and case operators), Nostr, Psiphon and another circumvention and VPN providers, affirmative Tor-ecosystem, Reticulum and mesh-networking projects, whistleblowing and secure-submission platforms, and censorship-measurement researchers. Several of these projects presented at FOSDEM 2026.

Code of Conduct. We volition prosecute the FOSDEM Code of Conduct. In addition, talks that depict circumvention or anonymity should evade operational particulars that would endanger particular users in the field.

Important Dates

• Sat, 24 October 2026: Call for Participation opens
• Mon, 30 November 2026, 23:59 UTC: Call for Participation ends
• Wed, 2 December 2026: Speakers notified
• Fri, 4 December 2026: Deadline for speakers to confirm
• Mon, 7 December 2026: Schedule published
• The twenty-sixth type of FOSDEM volition obtain location on Saturday 30th and Sunday 31st January 2027 at the customary location, ULB Campus Solbosch in Brussels.

About nine months ago, my coworker Steve Vaisey told me he was curious in organizing a meeting at the American Sociological Association Meetings concerning the idea of “nuance” in sociological theory, and in particular concerning how there seemed to be a lot of petition for the stuff. He asked me if I’d be curious in submitting a document called item akin “Against Nuance”. I replied that if you were going to do item akin that, you should fair go onward and call it “Fuck Nuance” and be done alongside it. “OK then”, stated Steve, “I’ll put that downward as the title”.

Having inadvertently border myself to that mast akin several accident-prone Ulysses, I presented the document final week in Chicago. Here’s the draft.

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The Crkd Nitro Deck was a preservation grace for the first Nintendo Switch. The slide-on $59.99 accessory brought Hall consequence sticks to drift-plagued consoles — no need to open up your Joy-Con for a complex repair. The Nitro Deck 2, made for the two the first Switch and the larger Switch 2, continues the tradition of having improved sticks than what Nintendo puts in equal the newest Joy-Con (though these aren’t Hall consequence or TMR). But it doesn’t awareness as essential, and there’s one item I really can’t remain concerning it.

It’s too difficult to use the Nitro Deck 2’s ABXY visage buttons without the correct rod getting in the way. The stick-to-button institution is a big stage downward from the first Nitro Deck (and particularly bad compared alongside the symmetrical Steam Deck-like rod layout in the video output-ready Nitro Deck Plus). I’m amazed Crkd’s squad idea this was an improvement. My patience alongside the run-based gameplay in Echo Weaver is already tested enough, and trying to quickly hammer inputs on the Deck 2 lone adds to the frustration.

Your penchant may differ, but I akin having a small breathing area between the correct rod and the visage buttons. Some companies choose to area them out or, in the case of the Switch 2’s Joy-Con, create the rod small adequate to authorize my thumb to hover complete it so I can media the buttons. The Deck 2 makes me modify my thumb’s viewpoint of method exterior of what’s comfortable. It’s fair a few millimeters off.

The original’s better slide-in scheme was traded for a vice-grip scheme to justify compatibility alongside the two the newer and older Switch consoles. The Deck 2 has a twisting scheme on the rear that you can loosen, tighten, or lock. It’s clever, although the tradeoff for broader compatibility is a scheme that feels inherently small secure. Crkd is asking Switch 2 owners to put a ton of belief in this scheme staying tight about their $500 consoles. My Switch 2 didn’t awareness wobbly during testing, but I’d fairly not have to think concerning its safety at all whenever I’m gaming. I would have preferred a slide-in scheme for the Deck 2 made expressly for the Switch 2.

It’s disappointing that Crkd’s Joy-Con-replacing resolution isn’t as fine since I akin several things concerning it additional than the original. For instance, the accessory has adjustable strain on the two sticks, so they can break rear to their first stance faster or slower than the default speed. Also, the accessory’s bulkier scheme makes the console additional comfortable in my medium-size hands to use in handheld mode. It additionally has a bunch of customizable buttons: four on its rear and an additional near the triggers.

Not many akin accessories are out there yet, and the another one I tried (the abxylute N6) wasn’t all that good, either. I scheme to test Mobapad’s latest obtain on Joy-Con soon, and it seems promising. Alternatively, you can add a bunch of comfort to your Switch 2 in handheld manner alongside either the Dbrand Killswitch 2 or the Mechanism Basecase. And alongside the prosperity remaining over, you could buy a good wireless Switch 2 controller alongside long-lasting sticks and improved rumble.

Photography by Cameron Faulkner / The Verge

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Richard Borcherds, a UC Berkeley prof and Fields medalist, no longer grades his students’ homework. 

After seeing how many of his students used AI to consistently obtain top scores, he felt there was “no point” in paying readers to class for correctness in homework, as AI use is now unavoidable. 

Borcherds revealed this in a sit-down discussion Tuesday, following OpenAI’s notice that AI agents apparently solved one of mathematics’ most difficult unsolved problems, the Navier-Stokes beingness and smoothness problem.

“If AI continues to enhance at current rate, then, in a few years, there’ll be nothing individual mathematicians can do that AI can’t do better,” Borcherds said. 

Borcherds stated he currently grades on completion if a pupil hands in their homework. He admitted that it is “not a extremely fine system,” but at the moment, he has no alternative.

Borcherds stated he no longer knows whether to advance students to go into the math department, as it seemed five years ago that being a mathematician was among the safest careers from the AI boom.

“I have no idea what to advise. I equal asked ChatGPT this exact question, and equal ChatGPT stated it didn’t have any idea what was going to happen,” Borcherds said. 

He described a plentiful amount of “inertia” in the scholarly scheme and stated he wouldn’t be amazed if things stayed the identical in the math division for a brace years notwithstanding AI developments. 

He drew a difference to bodily document journals, which publish equal although they have been “utterly pointless” for two decades. 

“There have been plentifulness of specialized breakthroughs in the former — hand weaving was put out of endeavor by looms, and horses were put out of endeavor by motor cars, and so on,” Borcherds said. “This is the archetypal period item akin this has happened in mathematics, though.”

The Berkeley Division of the Academic Senate asks that department contain a declaration concerning way expectations including the use of AI tools for coursework in way syllabi, according to an email from Anne Marie Richard, assistant vice provost for undergraduate learning and chief scholarly innovation officer. However, she stated the straightforward policies on AI use can change dramatically alongside way flat and concentration area. 

Campus has tried multiple AI finding tools, including Turnitin and Rumi, but have resolute that these tools aren’t adequate adequate to be standardized on campus.

AI guideline for classes is up to the discretion of faculty, but there is a expanding repository of example AI use statements accessible in the AI Hub, the evidence directory for AI tools, training and policies, for department to use in their syllabi, according to Richard. 

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In the 1940s and '50s, Route 66 was one of America's most famous highways, driving endeavor to small towns from Chicago to Santa Monica. But today, the highway and its group have been mostly forgotten. Ghost towns, bare motels, and abandoned gas stations row its path. Chief equal Abby Narishkin grew up alongside the road. In ritual of its 100th anniversary, she drove downward the old path herself to sojourn the group and businesses motionless keeping this Americana bequest alive.

Each bubble is an S&P 500 company, its area proportional to its market capitalization , grouped by sector. Inside it, one rod fig stands for employees, so a bubble crowded with small figures is value small per employee and a big bubble alongside a fistful of figures is value a lot. Every fig is the identical size, so how densely a bubble is filled shows its workforce per dollar of market cap.

Only companies alongside at smallest workforce and a market cap of at least are shown ( of the S&P 500), affirmative a few big companies alongside small employees, specified as Palantir and Welltower, drawn as one half-size figure. Employee counts are full-time personnel from all company's latest annual report, so they lag up to a year. Click a business for its details; scroll or compression to zoom in on the small ones.

I have written concerning the elements of exceptional startups. This article is slightly different. I desire to portion what I think is the most crucial trait of a prosperous startup. By trait I average a traditional trait - a way of doing things. A business personality.

I accept the most crucial trait of exceptional startups is intensity.

Not intelligence, charisma, or positivity, although these three traits are required.

Why do I accept this?

The archetypal logic I accept this is observation. I have been a part of 3 exceptional startups, and all of them had a civilization of intensity, alongside the most serious being the most successful. I have additionally observed this throughout dozens of another startups - those who end up breaking out run alongside a extremely elevated flat of intensity.

The second logic I accept this is logic. If you regard how unattainable the startup journey is, it stands to logic that lone through power can item be created out of lean air that grows to be value billions of dollars in fair a few years. Startups are deceased by default. And yet a small figure of them conquer that certain death to build item enduring. Certainly specified ample outcomes don’t arrive concerning through happenstance - it is through the focused, serious attempt of a collection of group that item akin that can happen. 

John Collison’s tweet resonates, although he uses tenacity and passion to depict item similar:

The third logic I accept this is since of what I have learned by studying several of startups most prosperous founders and operators. A few examples:

• Steve Jobs was described as serious by Pixar’s CFO in the first days:
• Warren Buffett formerly said: “Intensity is the cost of excellence.”
• Frank Slootman’s quote:

• Paul Graham describing the Airbnb founders:

• Jason Lemkin’s observation:

• The Elon Musk existence former had a apparent theme of power as a center controller of Elon’s success, alongside dozens of examples in the book.
• Sam Altman’s view:

• Walt Disney description:

Worth noting: the group complete have distinct personalities. Yes, Steve Jobs and Elon Musk are abrasive, frequently accused of being ass holes. But few group would say that concerning Brian Chesky, Sam Altman, and John Collison. Yet they are all intense, equal although all has a distinct personality.  

When I shared this study concerning power on LinkedIn, multiple group asked me to portion additional concerning what I meant, so I volition end alongside that.

Intense is an adjective meant to communicate a elevated or extreme flat of something. This method that power is a layer throughout all another characteristics. A power multiplier - a measure of extremism.

• Not all fires are intense, but we cognize an serious blaze whenever we awareness and see it. 
• Not all activity ethic is intense, but we cognize an serious activity ethic whenever we see it. 
• Not all communication is intense, but we cognize serious communication whenever we comprehend it. 
• Not all missions are intense, but we cognize serious missions whenever we comprehend and live them.

Perhaps the finest summary of what I average by power is Frank Slootman’s achievement culture:

1. Raise the norm bar 
2. Increase the speed
3. Narrow the focus

Doing all of these things to an serious degree is what I average by intensity. 

Most startups attention concerning quality, but not intensely. They desire to addition speed, but not intensely. They think concentration is important, but they don’t concentration intensely.

Most group desire to live, but not intensely. 

But without intensity, awesome startups (and I would argue, awesome lives) cannot be built.